summaryrefslogtreecommitdiff
diff options
context:
space:
mode:
-rw-r--r--.gitattributes3
-rw-r--r--15154-8.txt7182
-rw-r--r--15154-8.zipbin0 -> 141062 bytes
-rw-r--r--15154-h.zipbin0 -> 149675 bytes
-rw-r--r--15154-h/15154-h.htm7287
-rw-r--r--15154.txt7182
-rw-r--r--15154.zipbin0 -> 140989 bytes
-rw-r--r--LICENSE.txt11
-rw-r--r--README.md2
9 files changed, 21667 insertions, 0 deletions
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..6833f05
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,3 @@
+* text=auto
+*.txt text
+*.md text
diff --git a/15154-8.txt b/15154-8.txt
new file mode 100644
index 0000000..849dadf
--- /dev/null
+++ b/15154-8.txt
@@ -0,0 +1,7182 @@
+Project Gutenberg's Psychology and Industrial Efficiency, by Hugo Münsterberg
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+
+Title: Psychology and Industrial Efficiency
+
+Author: Hugo Münsterberg
+
+Release Date: February 23, 2005 [EBook #15154]
+
+Language: English
+
+Character set encoding: ISO-8859-1
+
+*** START OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+
+
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+
+
+
+PSYCHOLOGY AND
+INDUSTRIAL EFFICIENCY
+
+
+BY
+
+HUGO MÜNSTERBERG
+
+
+BOSTON AND NEW YORK
+HOUGHTON MIFFLIN COMPANY
+The Riverside Press Cambridge
+1913
+
+
+
+TO
+HAROLD F. McCORMICK
+
+
+
+
+PREFATORY NOTE
+
+This book corresponds to a German book, which I published a few months
+ago, under the title _Psychologie und Wirlschaftsleben: Ein Beitrag
+zur angewandten Experimental-Psychologie_ (Leipzig: J.A. Barth). It is
+not a translation, as some parts of the German volume have been
+abbreviated or entirely omitted and other parts have been enlarged and
+supplemented. Yet the essential substance of the two books is
+identical.
+
+
+
+CONTENTS
+
+
+INTRODUCTION
+
+ I. APPLIED PSYCHOLOGY
+
+ II. THE DEMANDS OF PRACTICAL LIFE
+
+ III. MEANS AND ENDS
+
+
+I. THE BEST POSSIBLE MAN
+
+ IV. VOCATION AND FITNESS
+
+ V. SCIENTIFIC VOCATIONAL GUIDANCE
+
+ VI. SCIENTIFIC MANAGEMENT
+
+ VII. THE METHODS OF EXPERIMENTAL PSYCHOLOGY
+
+ VIII. EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE
+
+ IX. EXPERIMENTS IN THE INTEREST OF SHIP SERVICE
+
+ X. EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE
+
+ XI. CONTRIBUTIONS FROM MEN OF AFFAIRS
+
+ XII. INDIVIDUALS AND GROUPS
+
+
+II. THE BEST POSSIBLE WORK
+
+ XIII. LEARNING AND TRAINING
+
+ XIV. THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS
+
+ XV. THE ECONOMY OF MOVEMENT
+
+ XVI. EXPERIMENTS ON THE PROBLEM OF MONOTONY
+
+ XVII. ATTENTION AND FATIGUE
+
+ XVIII. PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER
+
+
+III. THE BEST POSSIBLE EFFECT
+
+ XIX. THE SATISFACTION OF ECONOMIC DEMANDS
+
+ XX. EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS
+
+ XXI. THE EFFECT OF DISPLAY
+
+ XXII. EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION
+
+ XXIII. BUYING AND SELLING
+
+ XXIV. THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY
+
+
+NOTES
+
+INDEX
+
+
+
+
+PSYCHOLOGY AND INDUSTRIAL EFFICIENCY
+
+
+
+
+INTRODUCTION
+
+
+
+
+I
+
+APPLIED PSYCHOLOGY
+
+
+Our aim is to sketch the outlines of a new science which is to
+intermediate between the modern laboratory psychology and the problems
+of economics: the psychological experiment is systematically to be
+placed at the service of commerce and industry. So far we have only
+scattered beginnings of the new doctrine, only tentative efforts and
+disconnected attempts which have started, sometimes in economic, and
+sometimes in psychological, quarters. The time when an exact
+psychology of business life will be presented as a closed and
+perfected system lies very far distant. But the earlier the attention
+of wider circles is directed to its beginnings and to the importance
+and bearings of its tasks, the quicker and the more sound will be the
+development of this young science. What is most needed to-day at the
+beginning of the new movement are clear, concrete illustrations which
+demonstrate the possibilities of the new method. In the following
+pages, accordingly, it will be my aim to analyze the results of
+experiments which have actually been carried out, experiments
+belonging to many different spheres of economic life. But these
+detached experiments ought always at least to point to a connected
+whole; the single experiments will, therefore, always need a general
+discussion of the principles as a background. In the interest of such
+a wider perspective we may at first enter into some preparatory
+questions of theory. They may serve as an introduction which is to
+lead us to the actual economic life and the present achievements of
+experimental psychology.
+
+It is well known that the modern psychologists only slowly and very
+reluctantly approached the apparently natural task of rendering useful
+service to practical life. As long as the study of the mind was
+entirely dependent upon philosophical or theological speculation, no
+help could be expected from such endeavors to assist in the daily
+walks of life. But half a century has passed since the study of
+consciousness was switched into the tracks of exact scientific
+investigation. Five decades ago the psychologists began to devote
+themselves to the most minute description of the mental experiences
+and to explain the mental life in a way which was modeled after the
+pattern of exact natural sciences. Their aim was no longer to
+speculate about the soul, but to find the psychical elements and the
+constant laws which control their connections. Psychology became
+experimental and physiological. For more than thirty years the
+psychologists have also had their workshops. Laboratories for
+experimental psychology have grown up in all civilized countries, and
+the new method has been applied to one group of mental traits after
+another. And yet we stand before the surprising fact that all the
+manifold results of the new science have remained book knowledge,
+detached from any practical interests. Only in the last ten years do
+we find systematic efforts to apply the experimental results of
+psychology to the needs of society.
+
+It is clear that the reason for this late beginning is not an
+unwillingness of the last century to make theoretical knowledge
+serviceable to the demands of life. Every one knows, on the contrary,
+that the glorious advance of the natural sciences became at the same
+time a triumphal march of technique. Whatever was brought to light in
+the laboratories of the physicists and chemists, of the physiologists
+and pathologists, was quickly transformed into achievements of
+physical and chemical industry, of medicine and hygiene, of
+agriculture and mining and transportation. No realm of the external
+social life remained untouched. The scientists, on the other hand,
+felt that the far-reaching practical effect which came from their
+discoveries exerted a stimulating influence on the theoretical
+researches themselves. The pure search for truth and knowledge was not
+lowered when the electrical waves were harnessed for wireless
+telegraphy, or the Roentgen rays were forced into the service of
+surgery. The knowledge of nature and the mastery of nature have always
+belonged together.
+
+The persistent hesitation of the psychologists to make similar
+practical use of their experimental results has therefore come from
+different causes. The students of mental life evidently had the
+feeling that quiet, undisturbed research was needed for the new
+science of psychology in order that a certain maturity might be
+reached before a contact with the turmoil of practical life would be
+advisable. The sciences themselves cannot escape injury if their
+results are forced into the rush of the day before the fundamental
+ideas have been cleared up, the methods of investigation really tried,
+and an ample supply of facts collected. But this very justified
+reluctance becomes a real danger if it grows into an instinctive fear
+of coming into contact at all with practical life. To be sure, in any
+single case there may be a difference of opinion as to when the right
+time has come and when the inner consolidation of a new science is
+sufficiently advanced for the technical service, but it ought to be
+clear that it is not wise to wait until the scientists have settled
+all the theoretical problems involved. True progress in every
+scientific field means that the problems become multiplied and that
+ever new questions keep coming to the surface. If the psychologists
+were to refrain from practical application until the theoretical
+results of their laboratories need no supplement, the time for applied
+psychology would never come. Whoever looks without prejudice on the
+development of modern psychology ought to acknowledge that the
+hesitancy which was justified in the beginning would to-day be
+inexcusable lack of initiative. For the sciences of the mind too, the
+time has come when theory and practice must support each other. An
+exceedingly large mass of facts has been gathered, the methods have
+become refined and differentiated, and however much may still be under
+discussion, the ground common to all is ample enough to build upon.
+
+Another important reason for the slowness of practical progress was
+probably this. When the psychologists began to work with the new
+experimental methods, their most immediate concern was to get rid of
+mere speculation and to take hold of actual facts. Hence they regarded
+the natural sciences as their model, and, together with the
+experimental method which distinguishes scientific work, the
+characteristic goal of the sciences was accepted too. This scientific
+goal is always the attainment of general laws; and so it happened that
+in the first decades after the foundation of psychological
+laboratories the general laws of the mind absorbed the entire
+attention and interest of the investigators. The result of such an
+attitude was, that we learned to understand the working of the typical
+mind, but that all the individual variations were almost neglected.
+When the various individuals differed in their mental behavior, these
+differences appeared almost as disturbances which the psychologists
+had to eliminate in order to find the general laws which hold for
+every mind. The studies were accordingly confined to the general
+averages of mental experience, while the variations from such averages
+were hardly included in the scientific account. In earlier centuries,
+to be sure, the interest of the psychological observers had been given
+almost entirely to the rich manifoldness of human characters and
+intelligences and talents. In the new period of experimental work,
+this interest was taken as an indication of the unscientific fancies
+of the earlier age, in which the curious and the anecdotal attracted
+the view. The new science which was to seek the laws was to overcome
+such popular curiosity. In this sign experimental psychology has
+conquered. The fundamental laws of the ideas and of the attention, of
+the memory and of the will, of the feeling and of the emotions, have
+been elaborated. Yet it slowly became evident that such one-sidedness,
+however necessary it may have been at the beginning, would make any
+practical application impossible. In practical life we never have to
+do with what is common to all human beings, even when we are to
+influence large masses; we have to deal with personalities whose
+mental life is characterized by particular traits of nationality, or
+race, or vocation, or sex, or age, or special interests, or other
+features by which they differ from the average mind which the
+theoretical psychologist may construct as a type. Still more
+frequently we have to act with reference to smaller groups or to
+single individuals whose mental physiognomy demands careful
+consideration. As long as experimental psychology remained essentially
+a science of the mental laws, common to all human beings, an
+adjustment to the practical demands of daily life could hardly come in
+question. With such general laws we could never have mastered the
+concrete situations of society, because we should have had to leave
+out of view the fact that there are gifted and ungifted, intelligent
+and stupid, sensitive and obtuse, quick and slow, energetic and weak
+individuals.
+
+But in recent years a complete change can be traced in our science.
+Experiments which refer to these individual differences themselves
+have been carried on by means of the psychological laboratory, at
+first reluctantly and in tentative forms, but within the last ten
+years the movement has made rapid progress. To-day we have a
+psychology of individual variations from the point of view of the
+psychological laboratory.[1] This development of schemes to compare
+the differences between the individuals by the methods of experimental
+science was after all the most important advance toward the practical
+application of psychology. The study of the individual differences
+itself is not applied psychology, but it is the presupposition without
+which applied psychology would have remained a phantom.
+
+
+
+
+II
+
+THE DEMANDS OF PRACTICAL LIFE
+
+
+While in this way the progress of psychology itself and the
+development of the psychology of individual differences favored the
+growth of applied psychology, there arose at the same time an
+increasing demand in the midst of practical life. Especially the
+teachers and the physicians, later the lawyers as well, looked for
+help from exact psychology. The science of education and instruction
+had always had some contact with the science of the mind, as the
+pedagogues could never forget that the mental development of the child
+has to stand in the centre of educational thought. For a long while
+pedagogy was still leaning on a philosophical psychology, after that
+old-fashioned study of the soul had been given up in psychological
+quarters. At last, in the days of progressive experimental psychology,
+the time came when the teachers under the pressure of their new needs
+began to inquire how far the modern laboratory could aid them in the
+classroom. The pedagogical psychology of memory, of attention, of
+will, and of intellect was systematically worked up by men with
+practical school interests. We may notice in the movement a slow but
+most important shifting. At first the results of theoretical
+psychology were simply transplanted into the pedagogical field.
+Experiments which were carried on in the interest of pure theoretical
+science were made practical use of, but their application remained a
+mere chance by-product. Only slowly did the pedagogical problems
+themselves begin to determine the experimental investigation. The
+methods of laboratory psychology were applied for the solving of those
+problems which originated in the school experience, and only when this
+point was reached could a truly experimental pedagogy be built on a
+psychological foundation. We stand in the midst of this vigorous and
+healthy movement, which has had a stimulating effect on theoretical
+psychology itself.
+
+We find a similar situation in the sphere of the physician. He could
+not pass by the new science of the mind without instinctively feeling
+that his medical diagnosis and therapy could be furthered in many
+directions by the experimental method. Not only the psychiatrist and
+nerve specialist, but in a certain sense every physician had made use
+of a certain amount of psychology in his professional work. He had
+always had to make clear to himself the mental experiences of the
+patient, to study his pain sensations and his feelings of comfort,
+his fears and his hopes, his perceptions and his volitions, and to a
+certain degree he had always tried to influence the mental life of the
+patient, to work on him by suggestion and to help him by stimulating
+his mind. But as far as a real description and explanation of such
+mental experiences came in question, all remained a dilettantic
+semi-psychology which worked with the most trivial conceptions of
+popular thinking. The medical men recognized the disproportion between
+the exactitude of their anatomical, physiological, and pathological
+observation and the superficiality of their self-made psychology. Thus
+the desire arose in their own medical circle to harmonize their
+psychological means of diagnosis and therapy with the schemes of
+modern scientific psychology. The physician who examines the
+sensations in a nervous disease, or the intelligence in a mental
+disease, or heals by suggestion or hypnotism, tries to apply the
+latest discoveries of the psychological laboratory. But here, too, the
+same development as in pedagogy can be traced. The physicians at first
+made use only of results which had been secured under entirely
+different points of view, but later the experiments were subordinated
+to the special medical problems. Then the physician was no longer
+obliged simply to use what he happened to find among the results of
+the theoretical psychologist, but carried on the experiments in the
+service of medical problems. The independent status of experimental
+medical psychology could be secured only by this development.
+
+In somewhat narrower limits the same may be said as to the problems of
+law. A kind of popular psychology was naturally involved whenever
+judges or lawyers analyzed the experience on the witness stand or
+discussed the motives of crime or the confessions of the criminal or
+the social conditions of criminality. But when every day brought new
+discoveries in the psychological laboratory, it seemed natural to make
+use of the new methods and of the new results in the interest of the
+courtroom. The power of observation in the witness, the exactitude of
+his memory, the character of his illusions and imagination, his
+suggestibility and his feeling, appeared in a new light in view of the
+experimental investigations, and the emotions and volitions of the
+criminal were understood with a new insight. Here, too, the last step
+was taken. Instead of being satisfied with experiments which the
+psychologist had made for his own purposes, the students of legal
+psychology adjusted experiments to the particular needs of the
+courtroom. Investigations were carried on to determine, the fidelity
+of testimony or to find methods for the detection of hidden thoughts
+and so on. Efforts toward the application of psychology have
+accordingly grown up in the fields of pedagogy, medicine, and
+jurisprudence, but as these studies naturally do not remain
+independent of one another, they all together form the one unified
+science of applied psychology.[2]
+
+As soon as the independence of this new science was felt, it was
+natural that new demands and new problems should continue to originate
+within its own limits. There must be applied psychology wherever the
+investigation of mental life can be made serviceable to the tasks of
+civilization. Criminal law, education, medicine, certainly do not
+constitute the totality of civilized life. It is therefore the duty of
+the practical psychologist systematically to examine how far other
+purposes of modern society can be advanced by the new methods of
+experimental psychology. There is, for instance, already, far-reaching
+agreement that the problems of artistic creation, of scientific
+observation, of social reform, and many similar endeavors must be
+acknowledged as organic parts of applied psychology. Only one group of
+purposes is so far surprisingly neglected in the realm of the
+psychological laboratory: the purposes of the economic life, the
+purposes of commerce and industry, of business and the market in the
+widest sense of the word. The question how far applied psychology can
+be extended in this direction is the topic of the following
+discussions.
+
+
+
+
+III
+
+MEANS AND ENDS
+
+
+Applied psychology is evidently to be classed with the technical
+sciences. It may be considered as psychotechnics, since we must
+recognize any science as technical if it teaches us to apply
+theoretical knowledge for the furtherance of human purposes. Like all
+technical sciences, applied psychology tells us what we ought to do if
+we want to reach certain ends; but we ought to realize at the
+threshold where the limits of such a technical science lie, as they
+are easily overlooked, with resulting confusion. We must understand
+that every technical science says only: you must make use of this
+means, if you wish to reach this or that particular end. But no
+technical science can decide within its limits whether the end itself
+is really a desirable one. The technical specialist knows how he ought
+to build a bridge or how he ought to pierce a tunnel, presupposing
+that the bridge or the tunnel is desired. But whether they are
+desirable or not is a question which does not concern the technical
+scientist, but which must be considered from economic or political or
+other points, of view. Everywhere the engineer must know how to reach
+an end, and must leave it to others to settle whether the end in
+itself is desirable. Often the end may be a matter of course for every
+reasonable being. The extreme case is presented by the applied science
+of medicine, where the physician subordinates all his technique to the
+end of curing the patient. Yet if we are consistent we must
+acknowledge that all his medical knowledge can prescribe to him only
+that he proceed in a certain way if the long life of the patient is
+acknowledged as a desirable end. The application of anatomy,
+physiology, and pathology may just as well be used for the opposite
+end of killing a man. Whether it is wise to work toward long life, or
+whether it is better to kill people, is again a problem which lies
+outside the sphere of the applied sciences. Ethics or social
+philosophy or religion have to solve these preliminary' questions. The
+physician as such has only to deal with the means which lead toward
+that goal.
+
+We must make the same discrimination in the psychotechnical field. The
+psychologist may point out the methods by which an involuntary
+confession can be secured from a defendant, but whether it is
+justifiable to extort involuntary confessions is a problem which does
+not concern the psychologist. The lawyers or the legislators must
+decide as to the right or wrong, the legality or illegality, of
+forcing a man to show his bidden ideas. If such an end is desirable,
+the psychotechnical student can determine the right means, and that is
+the limit of his office. We ought to keep in mind that the same holds
+true for the application of psychology in economic life. Economic
+psychotechnics may serve certain ends of commerce and industry, but
+whether these ends are the best ones is not a care with which the
+psychologist has to be burdened. For instance, the end may be the
+selection of the most efficient laborers for particular industries.
+The psychologist may develop methods in his laboratory by which this
+purpose can be fulfilled. But if some mills prefer another goal,--for
+instance, to have not the most efficient but the cheapest possible
+laborers,--entirely different means for the selection are necessary.
+The psychologist is, therefore, not entangled in the economic
+discussions of the day; it is not his concern to decide whether the
+policy of the trusts or the policy of the trade-unions or any other
+policy for the selection of laborers is the ideal one. He is confined
+to the statement; if you wish this end, then you must proceed in this
+way; but it is left to you to express your preference among the ends.
+Applied psychology can, therefore, speak the language of an exact
+science in its own field, independent of economic opinions and
+debatable partisan interests. This is necessary limitation, but in
+this limitation lies the strength of the new science. The psychologist
+may show how a special commodity can be advertised; but whether from a
+social point of view it is desirable to reinforce the sale of these
+goods is no problem for psychotechnics. If a sociologist insists that
+it would be better if not so many useless goods were bought, and that
+the aim ought rather to be to protect the buyer than to help the
+seller, the psychologist would not object. His interest would only be
+to find the right psychological means to lead to this other social
+end. He is partisan neither of the salesman nor of the customer,
+neither of the capitalist nor of the laborer, he is neither Socialist
+nor anti-Socialist, neither high-tariff man nor free-trader. Here,
+too, of course, there are certain goals which are acknowledged on all
+sides, and which therefore hardly need any discussion, just as in the
+case of the physician, where the prolongation of life is practically
+acknowledged as a desirable end by every one. But everywhere where the
+aim is not perfectly a matter of course, the psychotechnical
+specialist fulfills his task only when he is satisfied with
+demonstrating that certain psychical means serve a certain end, and
+that they ought to be applied as soon as that end is accepted.
+
+The whole system of psychotechnical knowledge might be subdivided
+under either of the two aspects. Either we might start from the
+various mental processes and ask for what end each mental factor can
+be practically useful and important, or we can begin with studying
+what significant ends are acknowledged in our society and then we can
+seek the various psychological facts which are needed as means for the
+realization of these ends. The first way offers many conveniences.
+There we should begin with the mental states of attention, memory,
+feeling, and so on, and should study how the psychological knowledge
+of every one of these mental states can render service in many
+different practical fields. The attention, for instance, is important
+in the classroom when the teacher tries to secure the attention of the
+pupils, but the judge expects the same attention from the jurymen in
+the courtroom, the artist seeks to stir up the attention of the
+spectator, the advertiser demands the attention of the newspaper
+readers. Whoever studies the characteristics of the mental process of
+attention may then be able to indicate how in every one of these
+unlike cases the attention can be stimulated and retained.
+Nevertheless the opposite way which starts from the tasks to be
+fulfilled seems more helpful and more fundamentally significant. The
+question, then, is what mental processes become important for the
+tasks of education, what for the purposes of the courtroom, what for
+the hospital, what for the church, what for politics, and so on.
+
+As this whole essay is to be devoted exclusively to the economic
+problems, we are obliged to choose the second way; that is, to arrange
+applied psychology with reference to its chief ends and not with
+reference to the various means. But the same question comes up in the
+further subdivision of the material. In the field of economic
+psychology, too, we might ask how far the study of attention, or of
+perception, or of feeling, or of will, or of memory, and so on, can be
+useful for the purposes of the business man. Or here, too, we might
+begin with the consideration of the various ends and purposes. The
+ends of commerce are different from those of industry, those of
+publishing different from those of transportation, those of
+agriculture different from those of mining; or, in the field of
+commerce, the purposes of the retailer are different from those of the
+wholesale merchant. There can be no limit to such subdivisions; each
+particular industry has its own aims, and in the same industry a large
+variety of tasks are united. We should accordingly be led to an ample
+classification of special economic ends with pigeonholes for every
+possible kind of business and of labor. The psychologist would have to
+find for every one of these ends the right mental means. This would be
+the ideal system of economic psychology.
+
+But we are still endlessly far from such a perfect system. Modern
+educational psychology and medical psychology have reached a stage at
+which an effort for such a complete system might be realized, but
+economic psychology is still at too early a stage of development. It
+would be entirely artificial to-day to aim at such ideal completeness.
+If we were to construct such a complete system of questions, we should
+have no answers. In the present stage nothing can be seriously
+proposed but the selection of a few central purposes which occur in
+every department of business life, and a study of the means to reach
+these special ends by the discussion of some typical cases which may
+clearly illustrate the methods involved.
+
+From this point of view we select three chief purposes of business
+life, purposes which are important in commerce and industry and every
+economic endeavor. We ask how we can find the men whose mental
+qualities make them best fitted for the work which they have to do;
+secondly, under what psychological conditions we can secure the
+greatest and most satisfactory output of work from every man; and
+finally, how we can produce most completely the influences on human
+minds which are desired in the interest of business. In other words,
+we ask how to find the best possible man, how to produce the best
+possible work, and how to secure the best possible effects.
+
+
+
+
+PART I
+
+THE BEST POSSIBLE MAN
+
+
+
+
+IV
+
+VOCATION AND FITNESS
+
+
+Instead of lingering over theoretical discussions, we will move
+straight on toward our first practical problem. The economic task,
+with reference to which we want to demonstrate the new psychotechnic
+method, is the selection of those personalities which by their mental
+qualities are especially fit for a particular kind of economic work.
+This problem is especially useful to show what the new method can do
+and what it cannot do. Whether the method is sufficiently developed to
+secure full results to-day, or whether they will come to-morrow, is
+unimportant. It is clear that the success of to-morrow is to be hoped
+for, only if understanding and interest in the problem is already
+alive to-day.
+
+When we inquire into the qualities of men, we use the word here in its
+widest meaning. It covers, on the one side, the mental dispositions
+which may still be quite undeveloped and which may unfold only under
+the influence of special conditions in the surroundings; but, on the
+other side, it covers the habitual traits of the personality, the
+features of the individual temperament and character, of the
+intelligence and of the ability, of the collected knowledge and of the
+acquired experience. All variations of will and feeling, of perception
+and thought, of attention and emotion, of memory and imagination, are
+included here. From a purely psychological standpoint, quite
+incomparable contents and functions and dispositions of the
+personality are thus thrown together, but in practical life we are
+accustomed to proceed after this fashion: if a man applies for a
+position, he is considered with regard to the totality of his
+qualities, and at first nobody cares whether the particular feature is
+inherited or acquired, whether it is an individual chance variation or
+whether it is common to a larger group, perhaps to all members of a
+certain nationality or race. We simply start from the clear fact that
+the personalities which enter into the world of affairs present an
+unlimited manifoldness of talents and abilities and functions of the
+mind. From this manifoldness, it necessarily follows that some are
+more, some less, fit for the particular economic task. In view of the
+far-reaching division of labor in our modern economic life, it is
+impossible to avoid the question how we can select the fit
+personalities and reject the unfit ones.
+
+How has modern society prepared itself to settle this social demand?
+In case that certain knowledge is indispensable for the work or that
+technical abilities must have been acquired, the vocation is
+surrounded by examinations. This is true of the lower as well as of
+the higher activities. The direct examination is everywhere
+supplemented by testimonials covering the previous achievements, by
+certificates referring to the previous education, and in frequent
+cases by the endeavor to gain a personal impression from the
+applicant. But if we take all this together, the total result remains
+a social machinery by which perhaps the elimination of the entirely
+unfit can be secured. But no one could speak of a really satisfactory
+adaptation of the manifold personalities to the economic vocational
+tasks. All those examinations and tests and certificates refer
+essentially to what can be learned from without, and not to the true
+qualities of the mind and the deeper traits. The so-called
+impressions, too, are determined by the most secondary and external
+factors. Society relies instinctively on the hope that the natural
+wishes and interests will push every one to the place for which his
+dispositions, talents, and psychophysical gifts prepare him.
+
+In reality this confidence is entirely unfounded. A threefold
+difficulty exists. In the first place, young people know very little
+about themselves and their abilities. When the day comes on which they
+discover their real strong points and their weaknesses, it is often
+too late. They have usually been drawn into the current of a
+particular vocation, and have given too much energy to the preparation
+for a specific achievement to change the whole life-plan once more.
+The entire scheme of education gives to the individual little chance
+to find himself. A mere interest for one or another subject in school
+is influenced by many accidental circumstances, by the personality of
+the teacher or the methods of instruction, by suggestions of the
+surroundings and by home traditions, and accordingly even such a
+preference gives rather a slight final indication of the individual
+mental qualities. Moreover, such mere inclinations and interests
+cannot determine the true psychological fitness for a vocation. To
+choose a crude illustration, a boy may think with passion of the
+vocation of a sailor, and yet may be entirely unfit for it, because
+his mind lacks the ability to discriminate red and green. He himself
+may never have discovered that he is color-blind, but when he is ready
+to turn to the sailor's calling, the examination of his
+color-sensitiveness which is demanded may have shown the disturbing
+mental deficiency. Similar defects may exist in a boy's attention or
+memory, judgment or feeling, thought or imagination, suggestibility or
+emotion, and they may remain just as undiscovered as the defect of
+color-blindness, which is characteristic of four per cent of the male
+population. All such deficiencies may be dangerous in particular
+callings. But while the vocation of the ship officer is fortunately
+protected nowadays by such a special psychological examination, most
+other vocations are unguarded against the entrance of the mentally
+unfit individuals.
+
+As the boys and girls grow up without recognizing their psychical
+weaknesses, the exceptional strength of one or another mental function
+too often remains unnoticed by them as well. They may find out when
+they are favored with a special talent for art or music or
+scholarship, but they hardly ever know that their attention, or their
+memory, or their will, or their intellectual apprehension, or their
+sensory perceptions, are unusually developed in a particular
+direction; yet such an exceptional mental disposition might be the
+cause of special success in certain vocations. But we may abstract
+from the extremes of abnormal deficiency and abnormal overdevelopment
+in particular functions. Between them we find the broad region of the
+average minds with their numberless variations, and these variations
+are usually quite unknown to their possessors. It is often surprising
+to see how the most manifest differences of psychical organization
+remain unnoticed by the individuals themselves. Men with a pronounced
+visual type of memory and men with a marked acoustical type may live
+together without the slightest idea that their contents of
+consciousness are fundamentally different from each other. Neither the
+children nor their parents nor their teachers burden themselves with
+the careful analysis of such actual mental qualities when the choice
+of a vocation is before them. They know that a boy who is completely
+unmusical must not become a musician, and that the child who cannot
+draw at all must not become a painter, just as on physical grounds a
+boy with very weak muscles is not fit to become a blacksmith. But as
+soon as the subtler differentiation is needed, the judgment of all
+concerned seems helpless and the physical characteristics remain
+disregarded.
+
+A further reason for the lack of adaptation, and surely a most
+important one, lies in the fact that the individual usually knows only
+the most external conditions of the vocations from which he chooses.
+The most essential requisite for a truly perfect adaptation, namely, a
+real analysis of the vocational demands with reference to the
+desirable personal qualities, is so far not in existence. The young
+people generally see some superficial traits of the careers which seem
+to stand open, and, besides, perhaps they notice the great rewards of
+the most successful. The inner labor, the inner values, and the inner
+difficulties and frictions are too often unknown to those who decide
+for a vocation, and they are unable to correlate those essential
+factors of the life-calling with all that nature by inheritance, and
+society by surroundings and training, have planted and developed in
+their minds.
+
+In addition to this ignorance as to one's own mental disposition and
+to the lack of understanding of the true mental requirements of the
+various social tasks comes finally the abundance of trivial chances
+which become decisive in the choice of a vocation. Vocation and
+marriage are the two most consequential decisions in life. In the
+selection of a husband or a wife, too, the decision is very frequently
+made dependent upon the most superficial and trivial motives. Yet the
+social philosopher may content himself with the belief that even in
+the fugitive love desire a deeper instinct of nature is expressed,
+which may at least serve the biological tasks of married life. In the
+choice of a vocation, even such a belief in a biological instinct is
+impossible. The choice of a vocation, determined by fugitive whims and
+chance fancies, by mere imitation, by a hope for quick earnings, by
+irresponsible recommendation, or by mere laziness, has no internal
+reason or excuse. Illusory ideas as to the prospects of a career,
+moreover, often falsify the whole vista; and if we consider all this,
+we can hardly be surprised that our total result is in many respects
+hardly better than if everything were left entirely to accident. Even
+on the height of a mental training to the end of adolescence, we see
+how the college graduates are too often led by accidental motives to
+the decision whether they shall become lawyers or physicians or
+business men, but this superficiality of choice of course appears much
+more strongly where the lifework is to be built upon the basis of a
+mere elementary or high school education.
+
+The final result corresponds exactly to these conditions. Everywhere,
+in all countries and in all vocations, but especially in the economic
+careers, we hear the complaint that there is lack of really good men.
+Everywhere places are waiting for the right man, while at the same
+time we find everywhere an oversupply of mediocre aspirants. This,
+however, does not in the least imply that there really are not enough
+personalities who might be perfectly fit even for the highest demands
+of the vocations; it means only that as a matter of course the result
+in the filling of positions cannot be satisfactory, if the placing of
+the individuals is carried on without serious regard for the personal
+mental qualities. The complaint that there is lack of fit human
+material would probably never entirely disappear, as with a better
+adjustment of the material, the demands would steadily increase; but
+it could at least be predicted with high probability that this lack of
+really fit material would not be felt so keenly everywhere if the
+really decisive factor for the adjustment of personality and vocation,
+namely, the dispositions of the mind, were not so carelessly ignored.
+
+Society, to be sure, has a convenient means of correction. The
+individual tries, and when he is doing his work too badly, he loses
+his job, he is pushed out from the career which be has chosen, with
+the great probability that he will be crushed by the wheels of social
+life. It is a rare occurrence for the man who is a failure in his
+chosen vocation, and who has been thrown out of it, to happen to come
+into the career in which he can make a success. Social statistics show
+with an appalling clearness what a burden and what a danger to the
+social body is growing from the masses of those who do not succeed and
+who by their lack of success become discouraged and embittered. The
+social psychologist cannot resist the conviction that every single
+one could have found a place in which he could have achieved something
+of value for the commonwealth. The laborer, who in spite of his best
+efforts shows himself useless and clumsy before one machine, might
+perhaps have done satisfactory work in the next mill where the
+machines demand another type of mental reaction. His psychical rhythm
+and his inner functions would be able to adjust themselves to the
+requirements of the one kind of labor and not to those of the other.
+Truly the whole social body has had to pay a heavy penalty for not
+making even the faintest effort to settle systematically the
+fundamental problem of vocational choice, the problem of the psychical
+adaptation of the individuality. An improvement would lie equally in
+the interest of those who seek positions and those who have positions
+to offer. The employers can hope that in all departments better work
+will be done as soon as better adapted individuals can be obtained;
+and, on the other hand, those who are anxious to make their working
+energies effective may expect that the careful selection of individual
+mental characters for the various tasks of the world will insure not
+only greater success and gain, but above all greater joy in the work,
+deeper satisfaction, and more harmonious unfolding of the personality.
+
+
+
+
+V
+
+SCIENTIFIC VOCATIONAL GUIDANCE
+
+
+Observations of this kind, which refer to the borderland region
+between psychology and social politics, are valid for all modern
+nations. Yet it is hardly a chance that the first efforts toward a
+systematic overcoming of some of these difficulties have been made
+with us in America. The barriers between the classes lie lower; here
+the choice of a vocation is less determined by tradition; and it
+belongs to the creed of political democracy that just as everybody can
+be called to the highest elective offices, so everybody ought to be
+fit for any vocation in any sphere of life. The wandering from calling
+to calling is more frequent in America than anywhere else. To be sure,
+this has the advantage that a failure in one vocation does not bring
+with it such a serious injury as in Europe, but it contributes much to
+the greater danger that any one may jump recklessly and without
+preparation into any vocational stream.
+
+It is fresh in every one's mind how during the last decade the
+economic conscience of the whole American nation became aroused. Up to
+the end of the last century the people had lived with the secure
+feeling of possessing a country with inexhaustible treasures. The last
+few years brought the reaction, and it became increasingly clear how
+irresponsible the national attitude had been, how the richness of the
+forests and the mines and the rivers had been recklessly squandered
+without any thought of the future. Conservation of the national
+possessions suddenly became the battle-cry, and this turned the eye
+also to that limitless waste of human material, a waste going on
+everywhere in the world, but nowhere more widely than in the United
+States. The feeling grew that no waste of valuable possessions is so
+reckless as that which results from the distributing of living force
+by chance methods instead of examining carefully how work and workmen
+can fit one another. While this was the emotional background, two
+significant social movements originated in our midst. The two
+movements were entirely independent of each other, but from two
+different starting-points they worked in one respect toward the same
+goal. They are social and economic movements, neither of which at
+first had anything directly to do with psychological questions; but
+both led to a point where the psychological turn of the problem seemed
+unavoidable. Here begins the obligation of the psychologist, and the
+possibility of fulfilling this obligation will be the topic of our
+discussion concerning the selection of the best man.
+
+These two American movements which we have in mind are the effort to
+furnish to pupils leaving the school guidance in their choice of a
+vocation, and the nowadays still better known movement toward
+scientific management in commerce and industry. The movement toward
+vocational guidance is externally still rather modest and confined to
+very narrow circles, but it is rapidly spreading and is not without
+significant achievements. It started in Boston. There the late Mr.
+Parsons once called a meeting of all the boys of his neighborhood who
+were to leave the elementary schools at the end of the year. He wanted
+to consider with them whether they had reasonable plans for their
+future. At the well-attended meeting it became clear that the boys
+knew little concerning what they had to expect in practical life, and
+Parsons was able to give them, especially in individual discussions,
+much helpful information. They knew too little of the characteristic
+features of the vocations to which they wanted to devote themselves,
+and they had given hardly any attention to the question whether they
+had the necessary qualifications for the special work. From this germ
+grew a little office which was opened in 1908, in which all Boston
+boys and girls at the time when they left school were to receive
+individual suggestions with reference to the most reasonable and best
+adjusted selection of a calling. There is hardly any doubt that the
+remarkable success of this modest beginning was dependent upon the
+admirable personality of the late organizer, who recognized the
+individual features with unusual tact and acumen. But he himself had
+no doubt that such a merely impressionistic method could not satisfy
+the demands. He saw that a threefold advance would become necessary.
+First, it was essential to analyze the objective relations of the many
+hundred kinds of accessible vocations. Their economic, hygienic,
+technical, and social elements ought to be examined so that every boy
+and girl could receive reliable information as to the demands of the
+vocation and as to the prospects and opportunities in it. Secondly, it
+would become essential to interest the schools in all these complex
+questions of vocational choice, so that, by observation of individual
+tendencies and abilities of the pupils, the teachers might furnish
+preparatory material for the work of the institute for vocational
+guidance. Thirdly,--and this is for us the most important point,--he
+saw that the methods had to be elaborated in such a way that the
+personal traits and dispositions might be discovered with much
+greater exactitude and with much richer detail than was possible
+through what a mere call on the vocational counselor could unveil.[3]
+
+It is well known how this Boston bureau has stimulated a number of
+American cities to come forward with similar beginnings. The
+pedagogical circles have been especially aroused by the movement,
+municipal and philanthropic boards have at least approached this group
+of problems, two important conferences for vocational guidance have
+met in New York, and at various places the question has been discussed
+whether or not a vocational counselor might be attached to the schools
+in a position similar to that of the school physician. The chief
+progress has been made in the direction of collecting reliable data
+with reference to the economic and hygienic conditions of the various
+vocations, the demand and supply and the scale of wages. In short,
+everything connected with the externalities of the vocations has been
+carefully analyzed, and sufficient reliable material has been gained,
+at least regarding certain local conditions. In the place of
+individual advice, we have thus to a certain degree obtained general
+economic investigations from which each can gather what he needs. It
+seems that sometimes the danger of letting such offices degenerate
+into mere agencies for employment has not been avoided, but that is
+one of the perils of the first development. The mother institute in
+Boston, too, under its new direction emphasizes more the economic and
+hygienic side, and has set its centre of gravity in a systematic
+effort to propagate understanding of the problems of vocational
+guidance and to train professional vocational counselors in systematic
+courses, who are then to carry the interest over the land.[4]
+
+The real psychological analysis with which the movement began has,
+therefore, been somewhat pushed aside for a while, and the officers of
+those institutes declare frankly that they want to return to the
+mental problem only after professional psychologists have sufficiently
+worked out the specific methods for its mastery. Most counselors seem
+to feel instinctively that the core of the whole matter lies in the
+psychological examination, but they all agree that for this they must
+wait until the psychological laboratories can furnish them with really
+reliable means and schemes. Certainly it is very important, for
+instance, that boys with weak lungs be kept away from such industrial
+vocations as have been shown by the statistics to be dangerous for the
+lungs, or that the onrush to vocations be stopped where the statistics
+allow it to be foreseen that there will soon be an oversupply of
+workers. But, after all, it remains much more decisive for the welfare
+of the community, and for the future life happiness of those who leave
+the school, that every one turn to those forms of work to which his
+psychological traits are adjusted, or at least that he be kept away
+from those in which his mental qualities and dispositions would make a
+truly successful advance improbable.
+
+The problem accordingly has been handed over from the vocational
+counselors to the experimental psychologists, and it is certainly in
+the spirit of the modern tendency toward applied psychology that the
+psychological laboratories undertake the investigation and withdraw it
+from the dilettantic discussion of amateur psychologists or the mere
+impressionism of the school-teachers. Even those early beginnings
+indicate clearly that the goal can be reached only through exact,
+scientific, experimental research, and that the mere naïve
+methods--for instance, the filling-out of questionnaires which may be
+quite useful in the first approach--cannot be sufficient for a real,
+persistent furtherance of economic life and of the masses who seek
+their vocations. In order to gain an analysis of the individual,
+Parsons made every applicant answer in writing a long series of
+questions which referred to his habits and his emotions, his
+inclinations and his expectations, his traits and his experiences. The
+psychologist, however, can hardly be in doubt that just the mental
+qualities which ought to be most important for the vocational
+counselor can scarcely be found out by such methods. We have
+emphasized before that the ordinary individual knows very little of
+his own mental functions: on the whole, he knows them as little as he
+knows the muscles which be uses when he talks or walks. Among his
+questions Parsons included such ones as: "Are your manners quiet,
+noisy, boisterous, deferential, or self-assertive? Are you thoughtful
+of the comfort of others? Do you smile naturally and easily, or is
+your face ordinarily expressionless? Are you frank, kindly, cordial,
+respectful, courteous in word and actions? Do you look people frankly
+in the eye? Are your inflections natural, courteous, modest, musical,
+or aggressive, conceited, pessimistic, repellent? What are your powers
+of attention, observation, memory, reason, imagination, inventiveness,
+thoughtfulness, receptiveness, quickness, analytical power,
+constructiveness, breadth, grasp? Can you manage people well? Do you
+know a fine picture when you see it? Is your will weak, yielding,
+vacillating, or firm, strong, stubborn? Do you like to be with people
+and do they like to be with you?"--and so on. It is clear that the
+replies to questions of this kind can be of psychological value only
+when the questioner knows beforehand the mind of the youth, and can
+accordingly judge with what degree of understanding, sincerity, and
+ability the circular blanks have been filled out. But as the questions
+are put for the very purpose of revealing the personality, the entire
+effort tends to move in a circle.
+
+To break this circle, it indeed becomes necessary to emancipate one's
+self from the method of ordinary self-observation and to replace it by
+objective experiment in the psychological laboratory. Experimentation
+in such a laboratory stands in no contrast to the method of
+introspection. A contrast does exist between self-observation and
+observation on children or patients or primitive peoples or animals.
+In their case the psychologist observes his material from without. But
+in the case of the typical laboratory experiment, everything is
+ultimately based on self-observation; only we have to do with the
+self-observation under exact conditions which the experimenter is able
+to control and to vary at will. Even Parsons sometimes turned to
+little experimental inquiries in which he simplified some well-known
+methods of the laboratory in order to secure with the most elementary
+means a certain objective foundation for his mental analysis. For
+instance, he sometimes examined the memory by reading to the boys
+graded sentences containing from ten to fifty words and having them
+repeat what they remembered, or he measured with a watch the rapidity
+of reading and writing, or he determined the sensitiveness for the
+discrimination of differences by asking them to make a point with a
+pencil in the centres of circles of various sizes. But if such
+experimental schemes, even of the simplest form, are in question, it
+seems a matter of course that the plan ought to be prescribed by real
+scientists who specialize in the psychological field. The
+psychologist, for instance, surely cannot agree to a method which
+measures the memory by such a method of having spoken sentences
+repeated and the quality of the memory faculty naïvely graded
+according to the results. He knows too well that there are many
+different kinds of memory, and would always determine first which type
+of memory functions is to be examined if memory achievements are
+needed for a particular calling.
+
+But even with a more exact method of experimenting, such a procedure
+would not be sufficient to solve the true problem. A second step would
+still be necessary: namely, the adaptation of the experimental result
+to the special psychological requirements of the economic activity;
+and this again presupposes an independent psychological analysis. Most
+of the previous efforts have suffered from the carelessness with which
+this second step was ignored, and the special mental requirements were
+treated as a matter of course upon which any layman could judge. In
+reality they need the most careful psychological analysis, and only if
+this is carried out with the means of scientific psychology, can a
+study of the abilities of the individual become serviceable to the
+demands of the market. Such a psychological disentangling of the
+requirements of the callings, in the interest of guidance, is
+attempted in the material which the various vocational institutes have
+prepared, but it seldom goes beyond commonplaces. We read there, for
+instance,[5] for the confectioner: "Boys in this industry must be
+clean, quick, and strong. The most important qualities desired are
+neatness and adaptability to routine"; or, for the future baker, the
+boy "ought to know how to conduct himself and to meet the public"; or
+for the future architectural designer, "he must have creative ability,
+artistic feeling, and power to sketch"; or for the dressmaker, she
+"should have good eyesight and good sense of color, and an ability to
+use her hands readily; she should be able to apply herself steadily
+and be fairly quick in her movements; neatness of person is also
+essential"; or for the stenographer, she must be "possessed of
+intelligence, good judgment, and common sense; must have good
+eyesight, good hearing, and a good memory; must have quick perception,
+and be able to concentrate her attention completely on any matter in
+hand." It is evident that all this is extremely far from any
+psychological analysis in the terms of science. All taken together, we
+may, therefore, say that in the movement for vocational guidance
+practically nothing has been done to make modern experimental
+psychology serviceable to the new task. But on the one side, it has
+shown that this work of the experimental psychologist is the next step
+necessary. On the other side, it has become evident that in the
+vocation bureaus appropriate social agencies are existing which are
+ready to take up the results of such work, and to apply them for the
+good of the American youth and of commerce and industry, as soon as
+the experimental psychologist has developed the significant methods.
+
+
+
+
+VI
+
+SCIENTIFIC MANAGEMENT
+
+
+Before we discuss some cases of such experimental investigations, we
+may glance at that other American movement, the well-known systematic
+effort toward scientific management which has often been interpreted
+in an expansive literature.[6] Enthusiastic followers have declared it
+to be the greatest advance in industry since the introduction of the
+mill system and of machinery. Opponents have hastily denounced it as a
+mistake, and have insisted that it proved a failure in the factories
+in which it has been introduced. A sober examination of the facts soon
+demonstrates that the truth lies in the middle. Those followers of
+Frederick W. Taylor who have made almost a religion out of his ideas
+have certainly often exaggerated the practical applicability of the
+new theories, and their actual reforms in the mills have not seldom
+shown that the system is still too topheavy; that is, there are too
+many higher employees necessary in order to keep the works running on
+principles of scientific management. On the other hand, the opposition
+which comes from certain quarters,--for instance, from some
+trade-unions,--may be disregarded, as it is not directed against the
+claim that the efficiency can be heightened, but only against some
+social features of the scheme, such as the resulting temporary
+reduction of the number of workmen. But nobody can deny that this
+revolutionary movement has introduced most valuable suggestions which
+the industrial world cannot afford to ignore, and that as soon as
+exaggerations are avoided and experience has created a broader
+foundation, the principles of the new theory will prove of lasting
+value. We shall have to discuss, at a later point, various special
+features of the system, especially the highly interesting motion
+study. Here we have to deal only with those tendencies of the movement
+and with those interests which point toward our present problem, the
+mental analysis of the individual employees in order to avoid misfits.
+
+The approach to this problem, indeed, seems unavoidable for the
+students of scientific management, as its goal is an organization of
+economic work by which the waste of energy will be avoided and the
+greatest increase in the efficiency of the industrial enterprise will
+be reached. The recognition that this can never be effected by a mere
+excessive driving of the workingmen belongs to its very
+presuppositions. The illusory means of prolongation of the
+working-time and similar devices by which the situation of the
+individual deteriorates would be out of the question; on the contrary,
+the heightening of the individual's joy in the work and of the
+personal satisfaction in one's total life development belongs among
+the most important, indirect agencies of the new scheme. This end is
+reached by many characteristic changes in the division of labor; also
+by a new division between supervisors and workers, by transformations
+of the work itself and of the tools and vehicles. But as a by-product
+of these efforts the demand necessarily arose for means by which the
+fit individuals could be found for special kinds of labor. The more
+scientific management introduced changes, by which the individual
+achievement often had to become rather complicated and difficult, the
+more it became necessary to study the skill and the endurance and the
+intelligence of the individual laborers in order to entrust these new
+difficult tasks only to the most appropriate men in the factories and
+mills. The problem of individual selection accordingly forced itself
+on the new efficiency engineers, and they naturally recognized that
+the really essential traits and dispositions were the mental ones. In
+the most progressive books of the new movement, this need of
+emphasizing the selection of workers with reference to their mental
+equipment comes to clear expression.
+
+Yet this is very far from a real application of scientific psychology
+to the problem at hand. Wherever the question of the selection of the
+fit men after psychological principles is mentioned in the literature
+of this movement, the language becomes vague, and the same men, who
+use the newest scientific knowledge whenever physics or mathematics or
+physiology or chemistry are involved, make hardly any attempts to
+introduce the results of science when psychology is in question. The
+clearest insight into the general situation may be found in the most
+recent books by Emerson. He says frankly: "It is psychology, not soil
+or climate, that enables man to raise five times as many potatoes per
+acre as the average in his own state";[7] or: "In selecting human
+assistants such superficialities as education, as physical strength,
+even antecedent morality, are not as important as the inner attitudes,
+proclivities, character, which after all determine the man or
+woman."[8] He also fully recognizes the necessity of securing as early
+as possible the psychological essentials. He says: "The type for the
+great newspaper is set up by linotype operators. Apprenticeship is
+rigorously limited. Some operators can never get beyond the 2500-em
+class, others with no more personal effort can set 5000 ems. Do the
+employers test out applicants for apprenticeship so as to be sure to
+secure boys who will develop into the 5000-em class? They do not: they
+select applicants for any near reason except the fundamental important
+one of innate fitness."[9] But all this points only to the existence
+of the problem, and in reality gives not even a hint for its solution.
+The theorists of scientific management seem to think that the most
+subtle methods are indispensable for physical measurements, but for
+psychological inquiry nothing but a kind of intuition is necessary.
+Emerson tells how, for instance, "The competent specialist who has
+supplemented natural gifts and good judgment by analysis and synthesis
+can perceive attitudes and proclivities even in the very young, much
+more readily in those semi-matured, and can with almost infallible
+certainty point out, not only what work can be undertaken with fair
+hope of success, but also what slight modification or addition and
+diminution will more than double the personal power."[10] The true
+psychological specialists surely ought to decline this flattering
+confidence. Far from the "almost infallible certainty," they can
+hardly expect even a moderate amount of success in such directions so
+long as specific methods have not been elaborated, and so long as no
+way has been shown to make experimental measurements by which such
+mere guesswork can be replaced by scientific investigation.
+
+The only modest effort to try a step in this direction toward the
+psychological laboratory is recorded by Taylor,[11] who tells of Mr.
+S.E. Thompson's work in a bicycle ball factory, where a hundred and
+twenty girls were inspecting the balls. They had to place a row of
+small polished steel balls on the back of the left hand and while they
+were rolled over and over in the crease between two of the fingers
+placed together, they were minutely examined in a strong light and the
+defective balls were picked out with the aid of a magnet held in the
+right hand. The work required the closest attention and concentration.
+The girls were working ten and a half hours a day. Mr. Thompson soon
+recognized that the quality most needed, beside endurance and
+industry, was a quick power of perception accompanied by quick
+responsive action. He knew that the psychological laboratory has
+developed methods for a very exact measurement of the time needed to
+react on an impression with the quickest possible movement; it is
+called the reaction time, and is usually measured in thousandths of a
+second. He therefore considered it advisable to measure the
+reaction-time of the girls, and to eliminate from service all those
+who showed a relatively long time between the stimulus and reaction.
+This involved laying off many of the most intelligent, hardest-working,
+and most trustworthy girls. Yet the effect was the possibility of
+shortening the hours and of reducing more and more the number of
+workers, with the final outcome that thirty-five girls did the work
+formerly done by a hundred and twenty, and that the accuracy of the
+work at the higher speed was two thirds greater than at the former
+slow speed. This allowed almost a doubling of the wages of the girls
+in spite of their shorter working-day, and at the same time a
+considerable reduction in the cost of the work for the factory. This
+excursion of an efficiency engineer into the psychological laboratory
+remained, however; an entirely exceptional case. Moreover, such a
+reaction-time measurement did not demand any special development of
+new methods or any particular mental analysis, and this exception thus
+confirms the rule that the followers of scientific management
+principles have recognized the need of psychological inquiries, but
+have not done anything worth mentioning to apply the results of really
+scientific psychology. Hence the situation is the same as in the field
+of vocational guidance. In both cases a vague longing for
+psychological analysis and psychological measurement, but in both
+cases so far everything has remained on the level of helpless
+psychological dilettantism. It stands in striking contrast with the
+scientific seriousness with which the economic questions are taken up
+in the field of vocational guidance and the physical questions in the
+field of scientific management. It is, therefore, evidently the duty
+of the experimental psychologists themselves to examine the ground
+from the point of view of the psychological laboratory.
+
+
+
+
+VII
+
+THE METHODS OF EXPERIMENTAL PSYCHOLOGY
+
+
+We now see clearly the psychotechnical problem. We have to analyze
+definite economic tasks with reference to the mental qualities which
+are necessary or desirable for them, and we have to find methods by
+which these mental qualities can be tested. We must, indeed, insist on
+it that the interests of commerce and industry can be helped only when
+both sides, the vocational demands and the personal function, are
+examined with equal scientific thoroughness. One aspect alone is
+unsatisfactory. It would of course be possible to confine the
+examination to the individual mental traits, and then theoretically to
+determine for which economic tasks the presence of these qualities
+would be useful and for which tasks their absence or their deficiency
+would be fatal. Common sense may be sufficient to lead us a few steps
+in that direction. For instance, if we find by psychological
+examination that an individual is color-blind for red and green
+sensations, we may at once conclude, without any real psychological
+analysis of the vocations, that he would be unfit for the railroad
+service or the naval service, in which red and green signals are of
+importance. We may also decide at once that such a boy would be
+useless for all artistic work in which the nuances of colors are of
+consequence, or as a laborer in certain departments of a dyeing
+establishment, and that such a color-blind girl would not do at a
+dressmaker's or in a millinery store. But if we come to the question
+whether such a color-blind individual may enter into the business of
+gardening, in spite of the inability to distinguish the strawberries
+in the bed or the red flowers among the green leaves, the first
+necessity, after all, would be to find out how far the particular
+demands of this vocation make the ability to discriminate color a
+prerequisite, and how far psychical substitutions such as a
+recognition of the forms and of differences in the light intensity,
+may be sufficient for the practical task. Moreover, where not merely
+such mental defects, but more subtly shaded variations within normal
+limits are involved, it would be superficial, if only the mental
+states were examined and not at the same time the mental requirements
+of the vocations themselves. The vocation should rather remain the
+starting-point. We must at first find out what demands on the mental
+system are made by it and we must grade these demands in order to
+recognize the more or less important ones, and, especially for the
+important ones, we must then seek exact standards with experimental
+methods.
+
+Such an experimental investigation may proceed according to either of
+two different principles. One way is to take the mental process which
+is demanded by the industrial work as an undivided whole. In this case
+we have to construct experimental conditions under which this total
+activity can be performed in a gradual, measurable way. The psychical
+part of the vocational work thus becomes schematized, and is simply
+rendered experimentally on a reduced scale. The other way is to
+resolve the mental process into its components and to test every
+single elementary function in its isolated form. In this latter case
+the examination has the advantage of having at its disposal all the
+familiar methods of experimental psychology, while in the first case
+for every special vocational situation perfectly new experimental
+tests must be devised.
+
+Whether the one or the other method is to be preferred must depend
+upon the nature of the particular commercial or industrial calling,
+and accordingly presupposes a careful analysis of the special
+economical processes. It is, indeed, easy to recognize that in certain
+industrial activities a series of psychical functions is in question
+which all lie side by side and which do not fuse into one united
+total process, however much they may influence one another. But for
+many industrial tasks just this unity is the essential condition. The
+testing of the mental elements would be in such cases as insufficient
+as if we were to test a machine with reference to its parts only and
+not with reference to its total united performance. Even in this
+latter case this unified function does not represent the total
+personality: it is always merely a segment of the whole mental life.
+We may examine with psychological methods, for instance, the fitness
+of an employee for a technical vocation and may test the particular
+complex unified combination of attention, imagination and
+intelligence, will and memory, which is essential for that special
+kind of labor. We may be able to reconstruct the conditions so
+completely that we would feel justified in predicting whether the
+individual can fulfill that technical task or not; and yet we may
+disregard entirely the question whether that man is honest or
+dishonest, whether he is pacific or quarrelsome; in short, whether his
+mental disposition makes him a desirable member of that industrial
+concern under other aspects.
+
+We best recognize the significance of these various methods by
+selecting a few concrete cases as illustrations and analyzing them in
+detail. But a word of warning may be given beforehand so as to avoid
+misunderstandings. These examples do not stand here as reports of
+completed investigations, the results of which ought to be accepted as
+conclusive parts of the new psychotechnical science; they are not
+presented as if the results were to be recommended like a well-tested
+machine for practical purposes. Such really completed investigations
+do not as yet exist in this field. All that can be offered is modest
+pioneer work, and just these inquiries into the mental qualities and
+their relations to the industrial vocations have attracted my
+attention only very recently, and therefore certainly still demand
+long continuations of the experiments in every direction. But we may
+hope for satisfactory results the earlier, the more coöperators are
+entering the field, and the more such researches are started in other
+places and in other institutions. I therefore offer these early
+reports at the first stage of my research merely as stimulations, so
+as to demonstrate the possibilities.
+
+As an illustration of the method of examining the mental process as a
+whole, I propose to discuss the case of the motormen in the electric
+railways. As an illustration of the other type, namely, of analyzing
+the activity and testing the elementary functions, I shall discuss the
+case of the employees in the telephone service. I select these two
+functions, as both play a practically important rôle in the technique
+of modern economic life and as in both occupations very large numbers
+of individuals are engaged in the work.
+
+
+
+
+VIII
+
+EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE
+
+
+The problem of securing fit motormen for the electric railways was
+brought to my attention from without. The accidents which occurred
+through the fault, or at least not without the fault, of the motormen
+in street railway transportation have always aroused disquietude and
+even indignation in the public, and the street railway companies
+suffered much from the many payments of indemnity imposed by the court
+as they amounted to thirteen per cent of the gross earnings of some
+companies. Last winter the American Association for Labor Legislation
+called a meeting of vocational specialists to discuss the problem of
+these accidents under various aspects. The street railways of various
+cities were represented, and economic, physiological, and
+psychological specialists took part in the general discussion. Much
+attention was given, of course, to the questions of fatigue and to the
+statistical results as to the number of accidents and their relation
+to the various hours of the day and to the time of labor. But there
+was a strong tendency to recognize as still more important than the
+mere fatigue, the whole mental constitution of the motormen. The
+ability to keep attention constant, to resist distraction by chance
+happenings on the street and especially the always needed ability to
+foresee the possible movements of the pedestrians and vehicles were
+acknowledged as extremely different from man to man. The companies
+claimed that there are motormen who practically never have an
+accident, because they feel beforehand even what the confused
+pedestrian and the unskilled chauffeur will do, while others
+relatively often experience accidents of all kinds because they do not
+foresee how matters will develop. They can hardly be blamed, as they
+were not careless, and yet the accidents did result from their
+personal qualities; they simply lacked the gift of instinctive
+foresight. All this turned the attention more and more to the
+possibilities of psychological analysis, and the Association suggested
+that I undertake an inquiry into this interesting problem with the
+means of the psychological laboratory. I felt the practical importance
+of the problem, considering that there are electric railway companies
+in this country which have up to fifty thousand accident indemnity
+cases a year. It therefore seemed to me decidedly worth while to
+undertake a laboratory investigation.
+
+It would have been quite possible to treat the functions of the
+motormen according to the method which resolves the complex
+achievement into its various elements and tests every function
+independently. For instance, the stopping of the car as soon as the
+danger of an accident threatens is evidently effective only if the
+movement controlling the lever is carried out with sufficient
+rapidity. We should accordingly be justified in examining the
+quickness with which the individual reacts on optical stimuli. If a
+playing child suddenly runs across the track of the electric railway,
+a difference of a tenth of a second in the reaction-time may decide
+his fate. But I may say at once that I did not find characteristic
+differences in the rapidity of reaction of those motormen whom the
+company had found reliable and those who have frequent accidents. It
+seems that the slow individuals do not remain in the service at all.
+As a matter of course certain other indispensable single functions,
+like sharpness of vision are examined before the entrance into the
+service and so they cannot stand as characteristic conditions of good
+or bad service among the actual employees.
+
+For this reason, in the case of the motormen I abstracted from the
+study of single elementary functions and turned my attention to that
+mental process which after some careful observations seemed to me the
+really central one for the problem of accidents. I found this to be a
+particular complicated act of attention by which the manifoldness of
+objects, the pedestrians, the carriages, and the automobiles, are
+continuously observed with reference to their rapidity and direction
+in the quickly changing panorama of the street. Moving figures come
+from the right and from the left toward and across the track, and are
+embedded in a stream of men and vehicles which moves parallel to the
+track. In the face of such manifoldness there are men whose impulses
+are almost inhibited and who instinctively desire to wait for the
+movement of the nearest objects; they would evidently be unfit for the
+service, as they would drive the electric car far too slowly. There
+are others who, even with the car at high speed, can adjust themselves
+for a time to the complex moving situation, but whose attention soon
+lapses, and while they are fixating a rather distant carriage, may
+overlook a pedestrian who carelessly crosses the track immediately in
+front of their car. In short, we have a great variety of mental types
+of this characteristic unified activity, which may be understood as a
+particular combination of attention and imagination.
+
+My effort was to transplant this activity of the motormen into
+laboratory processes. And here I may include a remark on the
+methodology of psychological industrial experiments. One might
+naturally think that the experience of a special industrial
+undertaking would be best reproduced for the experiment by repeating
+the external conditions in a kind of miniature form. That would mean
+that we ought to test the motormen of the electric railway by
+experiments with small toy models of electric cars placed on the
+laboratory table. But this would be decidedly inappropriate. A reduced
+copy of an external apparatus may arouse ideas, feelings, and
+volitions which have little in common with the processes of actual
+life. The presupposition would be that the man to be tested for any
+industrial achievement would have to think himself into the miniature
+situation, and especially uneducated persons are often very
+unsuccessful in such efforts. This can be clearly seen from the
+experiences before naval courts, where it is usual to demonstrate
+collisions of ships by small ship models on the table in the
+courtroom. Experience has frequently shown that helmsmen, who have
+found their course a life long among real vessels in the harbor and on
+the sea, become entirely confused when they are to demonstrate by the
+models the relative positions of the ships. Even in the naval war
+schools where the officers play at war with small model ships, a
+certain inner readjustment is always necessary for them to bring the
+miniature ships on the large table into the tactical game. On the
+water, for instance, the navy officer sees the far-distant ships very
+much smaller than those near by, while on the naval game table all the
+ships look equally large. On the whole, I feel inclined to say from my
+experience so far that experiments with small models of the actual
+industrial mechanism are hardly appropriate for investigations in the
+field of economic psychology. The essential point for the
+psychological experiment is not the external similarity of the
+apparatus, but exclusively the inner similarity of the mental
+attitude. The more the external mechanism with which or on which the
+action is carried out becomes schematized, the more the action itself
+will appear in its true character.
+
+In the method of my experiments with the motormen, accordingly, I had
+to satisfy only two demands. The method of examination promised to be
+valuable if, first, it showed good results with reliable motormen and
+bad results with unreliable ones; and secondly, if it vividly aroused
+in all the motormen the feeling that the mental function which they
+were going through during the experiment had the greatest possible
+similarity with their experience on the front platform of the
+electric car. These are the true tests of a desirable experimental
+method, while it is not necessary that the apparatus be similar to the
+electric car or that the external activities in the experiment be
+identical with their performance in the service. After several
+unsatisfactory efforts, in which I worked with too complicated
+instruments, I finally settled on the following arrangement of the
+experiment which seems to me to satisfy those two demands.
+
+The street is represented by a card 9 half-inches broad and 26
+half-inches long. Two heavy lines half an inch apart go lengthwise
+through the centre of the card, and accordingly a space of 4
+half-inches remains on either side. The whole card is divided into
+small half-inch squares which we consider as the unit. Thus there is
+in any cross-section 1 unit between the two central lines and 4 units
+on either side. Lengthwise there are 26 units. The 26 squares which
+lie between the two heavy central lines are marked with the printed
+letters of the alphabet from A to Z. These two heavy central lines are
+to represent an electric railway track on a street. On either side the
+4 rows of squares are filled in an irregular way with black and red
+figures of the three first digits. The digit 1 always represents a
+pedestrian who moves just one step, and that means from one unit into
+the next; the digit 2 a horse, which moves twice as fast, that is,
+which moves 2 units; and the digit 3 an automobile which moves three
+times as fast, that is, 3 units. Moreover, the black digits stand for
+men, horses, and automobiles which move parallel to the track and
+cannot cross the track, and are therefore to be disregarded in looking
+out for dangers. The red digits, on the other hand, are the dangerous
+ones. They move from either side toward the track. The idea is that
+the man to be experimented on is to find as quickly as possible those
+points on the track which are threatened by the red figures, that is,
+those letters in the 26 track units at which the red figures would
+land, if they make the steps which their number indicates. A red digit
+3 which is 4 steps from the track is to be disregarded, because it
+would not reach the track. A red digit 3 which is only 1 or 2 steps
+from the track is also to be disregarded, because it would cross
+beyond the track, if it took 3 steps. But a red 3 which is 3 units
+from the track, a red 2 which is 2 units from the track, and a red 1
+which is 1 unit from the track would land on the track itself; and the
+aim is quickly to find these points. The task is difficult, as the
+many black figures divert the attention, and as the red figures too
+near or too far are easily confused with those which are just at the
+dangerous distance.
+
+As soon as this principle for the experiment was recognized as
+satisfactory, it was necessary to find a technical device by which a
+movement over this artificial track could be produced in such a way
+that the rapidity could be controlled by the subject of the experiment
+and at the same time measured. Again we had to try various forms of
+apparatus. Finally we found the following form most satisfactory.
+Twelve such cards, each provided with a handle, lie one above another
+under a glass plate through which the upper card can be seen. If this
+highest card is withdrawn; the second is exposed, and from below
+springs press the remaining cards against the glass plate. The glass
+plate with the 12 cards below lies in a black wooden box and is
+completely covered by a belt 8 inches broad, made of heavy black
+velvet. This velvet belt moves over two cylinders at the front and the
+rear ends of the apparatus. In the centre of the belt is a window
+4-1/2 inches wide and 2-1/2 inches high. If the front cylinder is
+turned by a metal crank, the velvet belt passes over the glass plate
+and the little window opening moves over the card with its track and
+figures. The whole breadth of the card, with its central track and its
+4 units on either side, is visible through it over an area of 5 units
+in the length direction. If the man to be experimented on turns the
+crank with his right hand, the window slips over the whole length of
+the card, one part of the card after another becomes visible, and then
+he simply has to call the letters of those units in the track at which
+the red figures on either side would land, if they took the number of
+steps indicated by the digit. At the moment the window has reached Z
+on the card, the experimenter withdraws that card and the next becomes
+visible, as a second window in the belt appears at the lower end when
+the first disappears at the upper end. In this way the subject can
+turn his crank uninterruptedly until he has gone through the 12 cards.
+The experimenter notes down the numbers of the cards and the letters
+which the subject calls. Besides this, the number of seconds required
+for the whole experiment, from the beginning of the first card to the
+end of the twelfth, is measured with a stopwatch. This time is, of
+course, dependent upon the rapidity with which the crank is turned.
+The result of the experiment is accordingly expressed by three
+figures, the number of seconds, the number of omissions, that is, of
+places at which red figures would land on the track which were not
+noticed by the subject; and, thirdly, the number of incorrect places
+where letters were called in spite of the fact, that no danger
+existed. In using the results, we may disregard this third figure and
+give our attention to the speed and the number of omissions.
+
+The necessary condition for carrying out the experiments with this
+apparatus is a careful, quiet, practical explanation of the device.
+The experiment must not under any circumstances be started until the
+subject completely understands what he has to do and for what he has
+to look out. For this purpose I at first always show the man one card
+outside of the apparatus and explain to him the differences between
+the black and the red figures, and the counting of the steps, and show
+to him in a number of cases how some red figures do not reach the
+track, how others go beyond the track, and how some just land in
+danger on the track. As soon as he has completely understood the
+principle, we turn to the apparatus and he moves the window slowly
+over a test card, and tries to find the dangerous spots, and I turn
+his attention to every case in which he has omitted one or has given
+an incorrect letter. We repeat this slowly until he completely masters
+the rules of the game. Only then is he allowed to start the
+experiment. I have never found a man with whom this preparation takes
+more than a few minutes.
+
+After developing this method in the psychological laboratory, I
+turned to the study of men actually in the service of a great electric
+railway company which supported my endeavors in the most cordial
+spirit. In accordance with my request, the company furnished me with a
+number of the best motormen in its service, men who for twenty years
+and more had performed their duties practically without accidents,
+and, on the other hand, with a large number of motormen who had only
+just escaped dismissal and whose record was characterized by many more
+or less important collisions or other accidents. Finally, we had men
+whose activity as motormen was neither especially good nor especially
+bad.
+
+The test of the method lies first in the fact that the tried motormen
+agreed that they really pass through the experiment with the feeling
+which they have on their car. The necessity of looking out in both
+directions, right and left, for possible obstacles, of distinguishing
+those which move toward the track from the many which move along the
+track, the quick discrimination among the various rates of rapidity,
+the steady forward movement of the observation point, the constant
+temptation to give attention to those which are still too far away or
+to those which are so near that they will cross the track before the
+approach of the car, in short, the whole complex situation with its
+demands on attention, imagination, and quick adjustment, soon brings
+them into an attitude which they themselves feel as identical with
+that in practical life. On the other hand, the results show a
+far-reaching correspondence between efficiency in the experiment and
+efficiency in the actual service. With a relatively small number of
+experiments this correspondence cannot be expected to be complete, the
+more as a large number of secondary features must enter which
+interfere with an exact correlation between experiment and standing in
+the railway company. We must consider, for instance, that those men
+whom the company naturally selects as models are men who have had
+twenty to thirty years of service without accidents, but consequently
+they are rather old men, who no longer have the elasticity of youth
+and are naturally less able to think themselves into an artificial
+situation like that of such an experiment, and who have been for a
+long time removed from contact with book work. It is therefore not
+surprising, but only to be expected, that such older, model men, while
+doing fair work in the test, are yet not seldom far surpassed by
+bright, quick, young motormen who are twenty years younger, even
+though they are not yet ideal motormen. Moreover, the standing in the
+company often depends upon features which have nothing to do with the
+mental make-up of the man, while the experiment has to be confined to
+these mental conditions which favor accidents. It is quite possible
+that a man may happen to experience a slight collision, even though no
+conditions for the accident were lying in his mental make-up. But we
+may go still further. The experiment refers to those sides of his mind
+which make him able to foresee the danger points, and that is
+decidedly the most essential factor and the one from which most can be
+hoped for the safety of the public. But this does not exclude the
+possibility that some other mental traits may become causes of
+accidents. The man may be too daring and may like to run risks, or he
+may still need discipline, or he may not be sufficiently acquainted
+with the local conditions. Any such secondary factors may cause some
+slight accidents with the man who shows rather fair results in the
+experimental test of his foresight. Finally, we must not forget that
+some men enter into such tests under a certain nervous tension and
+therefore may not show so well at the very first test as their mental
+equipment should allow. Hence it is decidedly desirable not to rely on
+the first test, but to repeat it. If those various interferences are
+taken into account, the correspondence between efficiency and the
+results of the tests is fairly satisfactory. It justified me in
+proposing that the experiments be continued and in regarding it as
+quite possible that later tests on the basis of this principle may be
+introduced at the employment of motormen.
+
+A difficulty is presented by the valuation of the numerical results.
+The mere number of omissions alone cannot be decisive, as it is clear
+that no intelligent man would make any omissions if he should give an
+unlimited amount of time to it; for instance, if he were to spend
+fifteen minutes on those 12 cards. But this is the same thing as to
+say that a motorman would not run over any one if he were to drive his
+car one mile in an hour. The practical problem is to combine the
+greatest possible speed with the smallest number of oversights and
+both factors must therefore be considered. The subject who makes
+relatively many mistakes but uses a very short time must be
+acknowledged to be as good as the man who makes fewer mistakes but
+takes a longer time. In the results which I have gathered in
+experiments with motormen, no one has gone through those 12 cards in a
+shorter time than 140 seconds, while the longest time was 427 seconds.
+On the other hand, no one of the motormen made less than 4 omissions,
+while the worst ones made 28 omissions. I abstract from one extreme
+case with 36 omissions. On the whole, we may say that the time
+fluctuates between 180 and 420, the mistakes between 4 and 28. The aim
+is to find a formula which gives full value to both factors and makes
+the material directly comparable in the form of one numerical value
+instead of the two. If we were simply to add the number of seconds and
+the number of omissions, the omissions would count far too little,
+inasmuch as 10 additional omissions would then mean no more than 10
+additional seconds. On the other hand, if we were to multiply the two
+figures the omissions would mean by far too much, as the transition
+from 4 mistakes to 8 mistakes would then be as great a change as the
+transition from 200 to 400 seconds, that is, from the one extreme of
+time to the other. Evidently we balance both factors if we multiply
+the number of omissions by 10 and add them to the number of seconds.
+The variations between 4 and 28 omissions are 24 steps, which
+multiplied by 10 correspond to the 240 steps which lie between 180 and
+420 seconds. On that basis any additional 50 seconds would be equal to
+5 additional omissions. If of two men one takes 100 seconds less than
+his neighbor, he is equal to him in his ability to satisfy the demands
+of the service, if he makes 10 mistakes more.
+
+On the basis of this calculation I find that the old, well-trained
+motormen come to a result of about 450, and I should consider that an
+average standard. This would mean that a man who uses 400 seconds
+would not be allowed to make more than 5 omissions, in 350 seconds not
+more than 10, in 300 not more than 15, in 250 not more than 20, under
+the condition that these are the results of the first set of
+experiments. Where there are more than 20 omissions made, mere
+quickness ought not to be allowed as a substitute. The man who takes
+150 seconds and makes 30 mistakes would come up to the same standard
+level of 450. Yet his characteristics would probably not serve the
+interests of the service. He would speed up his car and would make
+better time than any one else, but would be liable to accidents. I
+should consider 20 mistakes with a time not longer than 250 as the
+permissible maximum. Among the younger motormen whom I examined, the
+best result was 290, in which 270 seconds were used and only 2
+omissions made. Results below 350 may be considered as very good. One
+man, for instance, carried out the experiment in 237 seconds with 11
+mistakes, which gives the result 347. From 350 to 450 may be counted
+as fair, 450 to 550 as mediocre, and over 550 as very poor. In the
+case of old men, who may be expected to adjust themselves less easily
+to artificial experiments, the limits may be shifted. If the
+experiments are made repeatedly, the valuation of the results must be
+changed accordingly. The training of the men in literary and
+mathematical work or in experimentation may be considered, as our
+experiments have shown that highly educated young people with long
+training in experimental observations can pass through the test much
+more quickly than any one of the motormen could. Among the most
+advanced graduate students who do research work in my Harvard
+laboratory there was no one whose result was more than 275, while, as
+I said, among all the motormen there was no one whose result was less
+than 290. The best result reached was by a student who passed through
+the test in 223 seconds with only 1 mistake, the total therefore being
+233. Next came a student who did it in 215 seconds with 3 mistakes,
+total, 245; then in 228 seconds with 2 omissions, total, 248, and so
+on.
+
+I recapitulate: With men on the educational level and at the age that
+comes in question for their first appointment in the service of an
+electric railway company, the test proposed ought to be applied
+according to this scheme. If they make more than 20 mistakes, they
+ought to be excluded; if they make less than 20 mistakes, the number
+of omissions is to be multiplied by 10 and added to the number of
+seconds. If the sum is less than 350, their mental fitness for the
+avoidance of accidents is very high, between 350 and 450 fair, and
+more than 550 not acceptable under any conditions. I submit this,
+however, with the emphasis on my previous statement that the
+investigation is still in its first stage, and that it will need a
+long coöperation between science and industry in order to determine
+the desirable modifications and special conditions which may become
+necessary in making the employment of men partly dependent upon such
+psychological tests. There can be no doubt that the experiments could
+be improved in many directions. But even in this first, not adequately
+tested, form, an experimental investigation of this kind which demands
+from each individual hardly 10 minutes would be sufficient to exclude
+perhaps one fourth of those who are nowadays accepted into the service
+as motormen. This 25 per cent of the applicants do not deserve any
+blame. In many other occupations they might render excellent service;
+they are neither careless nor reckless, and they do not act against
+instructions, but their psychical mechanism makes them unfit for that
+particular combination of attention and imagination which ought to be
+demanded for the special task of the motorman. If the many thousands
+of injury and the many hundreds of death cases could be reduced by
+such a test at least to a half, then the conditions of transportation
+would have been improved more than by any alterations in the technical
+apparatus, which usually are the only objects of interest in the
+discussion of specialists. The whole world of industry will have to
+learn the great lesson, that of the three great factors, material,
+machine, and man, the man is not the least, but the most important.
+
+
+
+
+IX
+
+EXPERIMENTS IN THE INTEREST OF SHIP SERVICE
+
+
+Where the avoidance of accidents is in question, the test of a special
+experimental method can seldom be made dependent upon a comparison
+with practical results, as we do not want to wait until the candidate
+has brought human life into danger. The ordinary way of reaching the
+goal must therefore be an indirect one in such cases. For the study of
+motormen the conditions are exceptionally favorable, as hundreds of
+thousands of accidents occur every year, but another practical example
+may be chosen from a field where it is, indeed, impossible to
+correlate the results with actual misfortunes, because the dangerous
+situations occur seldom; and nevertheless on account of their
+importance they demand most serious study. I refer to the ship
+service, where the officer on the bridge may bring thousands into
+danger by one single slip of his mind. I turn to this as a further
+concrete illustration in order to characterize at once the lengths to
+which such vocational studies may advance.
+
+One of the largest ship companies had approached me--long before the
+disaster of the Titanic occurred--with the question whether it would
+not be possible to find psychological methods for the elimination of
+such ship officers as would not be able to face an unexpected suddenly
+occurring complication. The director of the company wrote to me that
+in his experience the real danger for the great ships lies in the
+mental dispositions of the officers. They all know exactly what is to
+be done in every situation, but there are too many who do not react in
+the appropriate way when an unexpected combination of factors suddenly
+confronts them, such as the quick approach of a ship in the fog. He
+claimed that two different types ought to be excluded. There are ship
+officers who know the requirements excellently, but who are almost
+paralyzed when the dangerous conditions suddenly threaten. Their
+ability for action is inhibited. In one moment they want to act under
+the stimulus of one impression, but before the impulse is realized,
+some other perhaps rather indifferent impression forces itself on
+their minds and suggests the counteraction, and in this way they
+vacillate and remain inactive until it is too late to give the right
+order or to press the right button. The other type feels only the
+necessity for rapid action, and under the pressure of greatest haste,
+without clear thought, they jump to the first decision which rushes
+to their minds. Without carefully considering the conditions really
+given, they explode in an action which they would never have chosen in
+a state of quiet deliberation. They react on any accidental
+circumstance, just as at a fire men sometimes carry out and save the
+most useless parts of their belongings. Of course, beside these two
+types, there is the third type, the desirable one, the men who in the
+unexpected situation quickly review the totality of the factors in
+their relative importance and with almost instinctive certainty
+immediately come to the same decision to which they would have arrived
+after quiet thought. The director of the company insisted that it
+would be of highest importance for the ship service to discriminate
+these three types of human beings, and to make sure that there stand
+on the bridge of the ship only men who do not belong to those two
+dangerous classes. He turned to me with this request, as he had heard
+of the work toward economic psychology in the Harvard laboratory.
+
+As the problem interested me, I carried on a long series of
+experiments in order to construct artificial conditions under which
+the mental process of decision in a complicated situation, especially
+the rapidity, correctness, and constancy of the decision, could be
+made measurable. I started from the conviction that this complex act
+of decision must stand in definite relation to a number of simpler
+mental functions. If, for instance, it stood in a clear definite
+relation to the process of association, or discrimination, or
+suggestibility, or perception, or memory, and so on, it would be
+rather easy to foresee the behavior of the individual in the act of
+decision, as every one of those other simple mental functions could be
+tested by routine methods of the psychological laboratory. This
+consideration led me to propose ramified investigations concerning the
+psychology of decision in its relation to the elementary mental
+processes. These studies by students of the laboratory are not yet
+completed. But I soon saw that they would be unfit for the solution of
+my practical problem, as we recognized that these relations between
+the complex act of decision and the elementary functions of the
+individual seem to have different form with different types of
+men.[12] If I was to approach the solution of the practical problem,
+accordingly, I had to reproduce in an experimental form the act of
+decision under complex conditions.
+
+It seemed necessary to create a situation in which a number of
+quantitatively measurable factors were combined without any one of
+them forcing itself to consciousness as the most important. The
+subject to be experimented on then has to decide as quickly as
+possible which of the factors is the relatively strongest one. As
+usual, here, too, I began with rather complicated material and only
+slowly did I simplify the apparatus until it finally took an entirely
+inconspicuous form. But this is surely the most desirable outcome for
+testing methods which are to be applied to large numbers of persons.
+Complicated instruments, for the handling of which special training is
+needed, are never so useful for practical purposes as the simple
+schemes which can be easily applied. The form of which I finally made
+use is the following. I work with 24 cards of the size of
+playing-cards. On the upper half of every one of these cards we have 4
+rows of 12 capital letters, namely, A, E, O, and U in irregular
+repetition. On 4 cards, one of these vowels appears 21 times and each
+of the three others 9 times; on 8 cards, one appears 18 times and
+every one of the three others 10 times; on 8 cards, one appears 15
+times and each of the others 11 times; and finally, on 4 cards one
+vowel appears 16 times, each of the three others 8 times, and besides
+them 8 different consonants are mixed in. The person to be tested has
+to distribute these 24 cards as quickly as possible in 4 piles, in
+such a way that in the first pile are placed all cards in which the
+letter A is most frequent, in the second those in which the letter E
+predominates, and so on. As a matter of course the result must never
+be secured by counting the letters. Any attempt to act against this
+prescription and secretly to begin counting would moreover delay the
+decision so long that the final result would be an unsatisfactory
+achievement anyhow. It would accordingly bring no advantage to the
+candidate.
+
+We measure with a stopwatch in fifths of a second the time for the
+whole process from the subject's looking at the first card to his
+laying down of the last card, and, secondly, we record the number and
+the character of his mistakes, if cards are put into wrong piles. I
+have made the experiment with very many persons, and results show that
+those various mental traits which have been observed in the practical
+ship service come clearly to light under the conditions of this
+experiment. Some of the persons lose their heads entirely, and for
+many of them it is a painful activity for which they require a long
+time. Even if the number of mistakes is not considerable, they
+themselves have the feeling that they are not coming to a satisfactory
+decision, because their attention is pulled hither and thither so that
+they feel an inner mental paralysis. Some chance letters stand out and
+appear to them to be predominant, but in the next moment the attention
+is captured by some other letters which bring the suggestion that
+they are in the majority and that they present the most important
+factor. The outcome is that inner state of indecision which can become
+so fatal in practical life. Other subjects distribute the cards in
+piles at a relatively high speed, and they do it with the subjective
+feeling that they have indeed recognized at the first glance the
+predominant group of letters. The exact measurement of the results,
+however, shows that they commit many errors which would have been
+improbable after quiet consideration. Any small group of letters which
+catches their eye makes on them, under the pressure of their haste,
+such a strong impression that all the other letters are inhibited for
+the moment and the wrong decision is quickly made. Finally, we find a
+group of persons who carry out the experiment rather quickly and at
+the same time with few mistakes. It is characteristic of them to pass
+through it with the feeling that it is an agreeable and stimulating
+mental activity. In all cases the subjects feel themselves under the
+unified impression which results from all those 48 letters of the card
+together; and this is the reason why the qualitative manifoldness of a
+practical life situation can be compared with these intermingled,
+quantitatively determined groups of letters.
+
+If I consider the general results of these experiments only with
+reference to the time-measurement, I should say that a person who
+completes the distribution of the cards in less than 80 seconds is
+quick in his decisions; from 80 to 150, moderately quick; from 150 to
+250, slow and deliberate and rather too deliberate for situations
+which demand quick action; over 250 seconds, he would belong among
+those wavering persons who hesitate too long in a life situation which
+demands decision. The time which is needed for the mere distribution
+of the cards themselves plays a very small rôle compared with the time
+of the whole process, and can be neglected. In order to determine
+this, I asked all the subjects before they made the real experiment to
+distribute 24 other cards in 4 piles, on each of which one of the four
+letters, A, E, O, and U was printed only once. Hence no comparison of
+various factors was involved in this form of distribution. The average
+time for this ordinary sorting was about 20 seconds. Only rather quick
+individuals carried it out in less than 18 and only very slow ones
+needed more than 25 seconds. This maximum variation of 10 seconds is
+evidently insignificant, as the variations in the experiment amount to
+more than 200 seconds. But it is very characteristic that the results
+of the two experiments do not move parallel. Some persons, who are
+able to sort the cards on which only one of the 4 letters is printed
+very quickly, are rather slow when they sort the cards with the 48
+letters for which the essential factor is the act of comparison. In
+the first case the training in card-playing also seems to have a
+certain influence, but in the second case, our real experiment on
+decision, this influence does not seem to exist.
+
+We have emphasized from the start that it is no less important to give
+consideration to the number of mistakes. A mere rapidity of
+distribution with many mistakes characterizes, as we saw, a mental
+system which is just as unfit for practical purposes as one which acts
+with too great slowness. But it would not have been sufficient simply
+to ask how many cards were put into wrong piles. The special
+arrangement of the cards with four different types of combinations was
+introduced for the purpose of discriminating among mistakes of unequal
+seriousness. When one letter appeared 21 times and the three others
+only 9 times, it was surely much easier to make the decision than when
+the predominant letter appeared only 15 times and the other three each
+11 times. The easier the right decision, the graver the mistake. Of
+course the valuation of these mistakes must be rather arbitrary. We
+decided to value as 4 every mistake in these cards on which the
+predominant letter appears 21 times; as 3, a mistake in the 18 letter
+cards; as 2, a mistake in the 16 letter cards; and as 1, a mistake in
+the most difficult ones, the 15 letter cards. If the mistakes are
+calculated on this basis and are added together, a sum below 5 may
+indicate a very safe and perfectly reliable ability for decision; 5 to
+12, satisfactory; 12 to 20, uncertain; and over 20, very poor. In
+order to take account of both factors, time and mistakes, we multiply
+the sum of the calculated mistakes by the number of seconds. If the
+product of these two figures is less than 400, it may be taken as a
+sign of perfect reliability in making very quick, correct decisions,
+in complex life situations; 400 to 1000 indicates the limits between
+which the ability for such decisions may be considered as normal and
+very satisfactory; 1000 to 2000, not good but still adequate; 2000 to
+3000, unreliable, and over 3000, practically absent. It is clear that
+the real proof of the value of this method cannot be offered. This is
+just the reason why we selected this illustration as an example of the
+particular difficulty. Wrong decisions, that is, cases in which the
+man on the bridge waits too long before he makes his decision and thus
+causes a collision of ships by his delay, or in which he rushes
+blindly to a decision which he himself would have condemned after
+quiet deliberation, are rare. It would be impossible to group such
+men together for the purpose of the experiment and to compare their
+results with those of model captains, the more as experience has shown
+that an officer may have a stainless record for many years and yet may
+finally make a wrong decision which shows his faulty disposition. The
+test of the method must therefore be a somewhat indirect one. My aim
+was to compare the results of the experiments with the experiences of
+the various individuals which they themselves reported concerning
+their decisions in unexpected complicated situations, and moreover
+with the judgments of their friends whom I asked to describe what they
+would expect from the subjects under such conditions. The personal
+differences in these respects are extremely great, and are also
+evident in the midst of small groups of persons who may have great
+similarity in their education and training and in many other aspects
+of their lives.
+
+Among the most advanced students of my research laboratory, for
+instance, all of whom have rather similar schooling and practically
+the same training in experimental work, the product of mistakes and
+seconds varied between 348 and 13,335. That smallest value occurred in
+a case in which the time was 116 seconds and the sum of the mistakes
+only 3, inasmuch as 3 cards of the most difficult group where the
+predominating letter occurred only 15 times were put in the wrong
+piles. The shortest time among my laboratory students was 58 seconds,
+but with this individual the sum of the mistakes, calculated on the
+basis of the valuation agreed upon, was 13. The largest figure
+mentioned resulted in a case in which the student needed 381 seconds
+and yet made mistakes the sum of which amounted to 35. It is
+characteristic that the person with the smallest product felt a
+distinct joy in the experiment, while the one with the largest passed
+through painful minutes which put him to real organic discomfort. If
+we arrange the men simply in the order of these products, of course we
+cannot recognize the various groups, as those who are quick but make
+mistakes and those who make few mistakes but act slowly may be
+represented by the same products. The coincidence of the results with
+the self-characterization is frequently quite surprising. Every one
+has at some time come into unexpected, suddenly arising situations and
+many have received in such moments a very vivid impression of their
+own mental reaction. They know quite well that they could not come to
+a decision quickly enough, or that they rushed hastily to a wrong
+decision, or that in just such instants a feeling of repose and
+security came over them and that with sure instinct they turned in
+the direction which they would have chosen after mature thought. The
+results of the experiments in sorting the cards confirmed this
+self-observation in such frequent cases that it may indeed be hoped
+that a more extended test of this method will prove its practical
+usefulness. It is clear that the field is a wide one, as these
+different types of mental dispositions must be of consequence not only
+in the ship service, but also to a certain degree in the railroad
+service and in many other industrial tasks.
+
+We have emphasized from the start that as a matter of course such a
+tested function, while it is taken in its complex unity, is
+nevertheless not the only psychophysical disposition of significance.
+This is as true for the ship officer as it was for the motorman of the
+electric car. If we were to study all the mental dispositions
+necessary or desirable for the ship officer, we should find many other
+qualities which are accessible to the psychological investigation. The
+captain of the ship, for instance, is expected to recognize the
+direction of a vessel passing in the fog by the signals of the
+foghorn. But so far no one has given any attention to the
+psychological conditions of localization of sound, which were for a
+long while a much-studied problem of our psychological laboratories.
+We know how this localization is dependent upon the comparison of the
+two ears and what particular mistakes occur from the different
+sensibility of the two ears. Yet there are to-day men on the bridges
+of the ships who hear much better with one ear than with the other,
+but who still naïvely believe that, as they hear everything very
+distinctly with one ear, this normal ear is also sufficient for
+recognizing the direction of the sound. It is the same mistake which
+we frequently see among laborers whose vision has become defective in
+one of their eyes, or one of whose eyes is temporarily bandaged. They
+are convinced that the one good eye is sufficient for their industrial
+task, because they are able to recognize everything clearly and
+distinctly. They do not know that both the eyes together are necessary
+in order to produce that psychological combination by which the visual
+impression is projected into the right distance, and that in the
+factory they are always in danger of underestimating the distance of a
+wheel or some other part of the machine and of letting the hand slip
+between the wheels or knives. The results of experimental psychology
+will have to be introduced systematically into the study of the
+fitness of the personality from the lowest to the highest technical
+activity and from the simplest sensory function to the most complex
+mental achievement.
+
+
+
+
+X
+
+EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE
+
+
+Our plan was to illustrate the possibility of applying psychological
+experiments to the selection of fit applicants also in cases in which
+not one characteristic mental function stands out, but in which a
+large number of relatively independent mental activities are in play.
+I choose as an illustration of such cases the work of the employees at
+the telephone switchboard. A study of the psychological factors in
+this work is strongly suggested by the practical interests of the
+telephone companies, and may be looked on here exclusively from this
+point of view. The user of the telephone is little inclined to
+consider how many actions have to be carried out in the central office
+before the connection is made and finally broken again. From the
+moment when the speaker takes off the receiver to the cutting off of
+the connection, fourteen separate psychophysical processes are
+necessary in the typical case, and even then it is presupposed that
+the telephone girl understood the exchange and number correctly. It is
+a common experience of the companies that these demands cannot be
+satisfactorily fulfilled when a telephone girl has to handle more than
+225 calls in an hour. The official statistics show that this figure is
+exceeded in not infrequent cases,[13] in extreme cases the number may
+even rise beyond 300. Moreover, in short periods of reinforced demands
+it may happen that for a few minutes even the rapidity of 10 calls in
+a minute is reached. Normally the burden is divided among the
+employees in such a way that about 150 calls fall to each one in an
+hour, and that this figure is passed considerably only in one morning
+and one evening hour. A skillful distribution of pauses and ample
+arrangements for rest, usually together with very excellent hygienic
+conditions, make it possible for the fit persons to be able to carry
+on this work without over-fatigue from 8 to 9 hours a day. On the
+other hand, it is only natural that such rapid and yet subtle activity
+under such high tension, where especially the quick localization of
+the correct hole is a difficult and yet indispensable part, can be
+carried out only by a relatively small number of human nervous
+systems. The inability to keep attention at such a high point for a
+long while, or to perform such rapid movements, or to retain the
+numbers correctly, does not lead to fatal accidents like those in the
+case of the unfit motormen, but it does lead to fatigue and finally to
+a nervous breakdown of the employees and to confusion in the service.
+The result is that the company is continually obliged to dismiss a
+considerable proportion of those who have entered the service and who
+have spent some months in going through the training school of the
+company. As one single company, the Bell Telephone Company, employs
+16,000 operators, the problem is an expansive one, and it has bearing
+on the health of the employees as well as on the patience of the
+subscribers. But above all it refers to the economic interests of the
+company, inasmuch as every girl who satisfies the entrance conditions
+of hearing and sight, of school education and general personal
+appearance, receives some salary throughout the months of training in
+the telephone school. Since during the first half-year, in which the
+employee still works entirely under supervision, more than a third of
+those who had originally entered leave, partly on account of
+unfitness, and inability, partly on account of over-fatigue or similar
+reasons, the economic disadvantage to the company is evidently a very
+great one. The candidates are paid for months of mere training, and
+they themselves waste their energy and time with practice in a kind of
+labor which cannot be serviceable to them in any other economic
+activity. Under these circumstances it is not surprising that one
+city system approached me with the question whether it would not
+interest me from a scientific point of view to examine how far the
+mental fitness of the employees could be determined beforehand through
+experimental means.
+
+After carefully observing the service in the central office for a
+while, I came to the conviction that it would not be appropriate here
+to reproduce the activity at the switchboard in the experiment, but
+that it would be more desirable to resolve that whole function into
+its elements and to undertake the experimental test of a whole series
+of elementary mental dispositions. Every one of these mental acts can
+then be examined according to well-known laboratory methods without
+giving to the experiments any direct relation to the characteristic
+telephone operation as such. I carried on the first series of
+experiments with about thirty young women who a short time before had
+entered into the telephone training school, where they are admitted
+only at the age between seventeen and twenty-three years. I examined
+them with reference to eight different psychophysical functions. In
+saying this, I abstract from all those measurements and tests which
+had somewhat anthropometric character, such as the measurement of the
+length of the fingers, the rapidity of breathing, the rapidity of
+pulse, the acuity of vision and of hearing, the distinctness of the
+pronunciation, and so on. A part of the psychological tests were
+carried on in individual examinations, but the greater part with the
+whole class together.
+
+These common tests referred to memory, attention, intelligence,
+exactitude, and rapidity. I may characterize the experiments in a few
+words. The memory examination consisted of reading to the whole class
+at first two numbers of 4 digits, then two of 5 digits, then two of 6
+digits, and so on up to figures of 12 digits, and demanding that they
+be written down as soon as a signal was given. The experiments on
+attention, which in this case of the telephone operators seemed to me
+especially significant, made use of a method the principle of which
+has frequently been applied in the experimental psychology of
+individual differences and which I adjusted to our special needs. The
+requirement is to cross out a particular letter in a connected text.
+Every one of the thirty women in the classroom received the same first
+page of a newspaper of that morning. I emphasize that it was a new
+paper, as the newness of the content was to secure the desired
+distraction of the attention. As soon as the signal was given, each
+one of the girls had to cross out with a pencil every "a" in the text
+for six minutes. After a certain time, a bell signal was given and
+each then had to begin a new column. In this way we could find out,
+first, how many letters were correctly crossed out in those six
+minutes, secondly, how many letters were overlooked, and, thirdly, how
+the recognition and the oversight were distributed in the various
+parts of the text. In every one of these three directions strong
+individual differences were indeed noticeable. Some persons crossed
+out many, but also overlooked many, others overlooked hardly any of
+the "a's," but proceeded very slowly so that the total number of the
+crossed-out letters was small. Moreover, it was found that some at
+first do poor work, but soon reach a point at which their attention
+remains on a high level; others begin with a relatively high
+achievement, but after a short time their attention flags, and the
+number of crossed-out letters becomes smaller or the number of
+unnoticed, overlooked letters increases. Fluctuations of attention,
+deficiencies, and strong points can be discovered in much detail.
+
+The third test which was tried with the whole class referred to the
+intelligence of the individuals. Discussion of the question how to
+test intelligence in general would quickly lead us into as yet
+unsettled controversies. It is a chapter of the psychology of tests
+which, especially in the service of pedagogy but to a certain degree
+also in the service of medicine, has been more carefully elaborated
+than any other. Often it has been contested whether we have any right
+to speak of one general central intelligence factor, and whether this
+apparently unified activity ought not to be resolved into a series of
+mere elementary processes. The newer pedagogical investigations,
+however, speak in favor of the view that besides all special
+processes, or rather, above all of them, an ability must be recognized
+which cannot be divided any further, and by which the individual
+adjusts his knowledge, his experiences, and his dispositions to the
+changing purposes of life. The grading of the pupils in a class
+usually expresses this differentiation of the intelligence; and while
+the differences of industry or of mere memory and similar secondary
+features may sometimes interfere, it remains after all not difficult
+for an observant teacher to grade the pupils of his class, whom he
+knows well, according to their general intelligence. The psychological
+experiments carried on in the schoolroom have demonstrated that this
+ability can be tested by the measurement of some very simple mental
+activities. The best method would be the one which would allow the
+experimenter, on the basis of a single experiment, to grade the
+individuals in the same order in which they appear in the record of
+the teacher. Among the various proposed schemes for this purpose the
+figures suggest that the most reliable one is the following method,
+the results of which show the highest agreement between the rank order
+based on the experiments and the rank order of the teachers.[14] The
+experiment consists in reading to the pupils a long series of pairs of
+words of which the two members of the pair always logically belong
+together. Later, one word of each pair will be read to them and they
+have to write down the word which belonged with it in the pair. This
+is not a simple experiment on memory. The tests have shown that if
+instead of logically connected words simply disconnected chance words
+are offered and reproduced, no one can keep such a long series of
+pairs in mind, while with the words which have related meaning, the
+most intelligent pupils can master the whole series. The very
+favorable results which this method had yielded in the classroom made
+me decide to try it in this case too. I chose for an experiment 24
+pairs of words from the sphere of experience of the girls to be
+tested. Two further class experiments belonged rather to the periphery
+of psychology. The exactitude of space-perception was measured by
+demanding that each divide first the long and then the short edge of a
+folio sheet into two equal halves by a pencil mark. And finally, to
+measure the rapidity of movement, it was demanded that every one make
+with a pencil on the paper zigzag movements of a particular size
+during the ten seconds from one signal to another.
+
+After these class experiments I turned to individual tests. First,
+every girl had to sort a pack of 48 cards into 4 piles as quickly as
+possible. The time was measured in fifths of a second. The following
+experiment which referred to the accuracy of movement impulses
+demanded that every one try to reach with the point of a pencil 3
+different points on the table in the rhythm of metronome beats. On
+each of these three places a sheet of paper was fixed with a fine
+cross in the middle. The pencil should hit the crossing point, and the
+marks on the paper indicated how far the movement had fallen short of
+the goal. One of these movements demanded the full extension of the
+arm and the other two had to be made with half-bent arm. I introduced
+this last test because the hitting of the right holes in the
+switchboard of the telephone office is of great importance. The last
+individual experiment was an association test. I called six words like
+"book," "house," "rain," and had them speak the first word which came
+to their minds. The time was measured in fifths of a second only, as
+subtler experiments, for which hundredths of a second would have to
+be considered, were not needed.
+
+In studying the results so far as the memory experiments were
+concerned, we found that it would be useless to consider the figures
+with more than 10 digits. We took the results only of those with 8,9,
+and 10 digits. There were 54 possibilities of mistakes. The smallest
+number of actual mistakes was 2, the largest, 29. In the experiment on
+attention made with the crossing-out of letters, we found that the
+smallest number of correctly marked letters was 107, the largest
+number in the six minutes, 272; the smallest number of overlooked
+letters was 2, the largest, 135; but this last case of abnormal
+carelessness stood quite isolated. On the whole, the number of
+overlooked letters fluctuated between 5 and 60. If both results, those
+of the crossed-out and those of the overlooked letters, are brought
+into relation, we find that the best results were a case of 236
+letters marked, with only 2 overlooked, and one of 257 marked, with 4
+overlooked. The very interesting details as to the various types of
+attention which we see in the distribution of mistakes over the six
+minutes were not taken into our final table. The word experiments by
+which we tested the intelligence showed that no one was able to
+reproduce more than 22 of the 24 words. The smallest number of words
+remembered was 7. The mistakes in the perception of distances
+fluctuated between 1 and 14 millimeters; the time for the sorting of
+the 48 cards, between, 35 and 58 seconds; the association-time for the
+6 associated words taken together was between 9 and 21 seconds. The
+pointing experiments could not be made use of in this first series, as
+it was found that quite a number of participants were unable to
+perform the act with the rapidity demanded.
+
+Several ways were open to make mathematical use of these results. I
+preferred the simplest way. I calculated the grade of the girls for
+each of these achievements. The same candidate who stood in the 7th
+place in the memory experiment was in the 15th place with reference to
+the number of letters marked, in the 3rd place with reference to the
+letters overlooked, in the 21st place with reference to the number of
+word pairs which she had grasped, in the 11th place with reference to
+the exactitude of space-perception, in the 16th place with reference
+to the association-time, and in the 6th place with reference to the
+time of sorting. As soon as we had all these independent grades, we
+calculated the average and in this way ultimately gained a common
+order of grading. It is evident that this kind of calculation contains
+accidental factors, especially as a consequence of the fact that we
+give equal value to every one of these results. It might be better,
+for instance, to attribute a higher value to the attention experiment
+or to the intelligence experiment. This could be done by multiplying
+the results of some of these grades by 2 or by 3, which would bring
+the high or low grade of a girl for a particular function to stronger
+influence in the final result. But in this first trial I contented
+myself with the simplest uniform scheme in order to exclude all
+arbitrariness, and therefore considered the mere average of all the
+grades as the expression of the experimental result.
+
+With this average rank list, we compared the practical results of the
+telephone company after three months had passed. These three months
+had been sufficient to secure at least a certain discrimination
+between the best, the average, and the unfit. The result of this
+comparison was on the whole satisfactory. First, the skeptical
+telephone company had mixed with the class a number of women who had
+been in the service for a long while and had even been selected as
+teachers in the telephone school. I did not know, in figuring out the
+results, which of the participants in the experiments these
+particularly gifted outsiders were. If the psychological experiments
+had brought the result that these individuals who stood so high in
+the estimation of the telephone company ranked low in the laboratory
+experiment, it would have reflected strongly on the reliability of the
+laboratory method. The results showed, on the contrary, that these
+women who had proved most able in practical service stood at the top
+of our list. Correspondingly, those who stood the lowest in our
+psychological rank list had in the mean time been found unfit in
+practical service and had either left the company of their own accord
+or else had been eliminated. The agreement, to be sure, was not a
+perfect one. One of the list of women stood rather low in the
+psychological list, while the office reported that so far she had done
+fair work in the service, and two others to whom the psychological
+laboratory gave a good testimonial were considered by the telephone
+office as only fair.
+
+But it is evident that certain disagreements would have occurred even
+with a more ideal method, as on the one side no final achievement in
+practical service can be given after only three months, and because on
+the other side a large number of secondary factors may enter which
+entirely overshadow the mere question of psychophysical fitness. Poor
+health, for instance, may hinder even the most fit individual from
+doing satisfactory work, and extreme industry and energetic will may
+for a while lead even the unfit to fair achievement, which, to be
+sure, is likely to be coupled with a dangerous exhaustion. The slight
+disagreements between the psychological results and the practical
+valuation, therefore, do not in the least speak against the
+significance of such a method. On the other hand, I emphasize that
+this first series meant only the beginning of the investigation, and
+it can hardly be expected that at such a first approach the best and
+most suitable methods would at once be hit upon. A continuation of the
+work will surely lead to much better combinations of test experiments
+and to better adjusted schemes. But it would be most desirable that
+such studies be undertaken at various places according to various
+schemes in order to come nearer to the solution of a problem which is
+economically important to the whole public and to many thousands of
+employees. As soon as methods are really perfected it would seem not
+at all impossible that by a short experiment of a few minutes
+thousands of applicants might be saved long months of study and
+training which are completely wasted. For us here the detailed
+analysis of this particular case did not mean a suggestion to use
+to-day in the telephone offices of the country the special scheme
+which we applied, but it stood only as a clear, simple illustration
+of a method by which not the specific work itself is tested, but by
+which the industrial work of the individual is resolved into a long
+series of parallel functions each one of which is tested
+independently. The experimental aid which the laboratory has to supply
+in such cases is not a newly invented device, such as we needed in the
+case of the motormen, but simply the methods well known as so-called
+mental tests.
+
+The experiments with such tests by which single mental functions are
+measured approximately in short quick examinations, has been much
+discussed in psychological circles. For a long while the thorough
+scholars remained very reluctant to accept such an apparently
+superficial scheme, when these tests were proposed especially for the
+pedagogical interests of the schoolroom. It was a time in which the
+scientific efforts were completely devoted to the general problems of
+the human mind and in which individual differences were very little
+considered. Moreover, the questions of applied psychology still seemed
+so far distant that the true scholar instinctively took his standards
+from the methods of purely theoretical research. Seen from such a
+point of view, it could not be denied that the tests were not
+sufficient to give us a complete scientific analysis of the
+personality in its subtler structure. The theorists knew too well that
+if the reactions, or associations, or memories, or tendencies of
+attention, or emotions of a subject were measured really with that
+scientific thoroughness which is the ideal of research, long months of
+experiments would be needed, and little could be hoped for from tests
+to be performed in half an hour. But this somewhat haughty reserve
+which was quite justified twenty years ago has become obsolete and
+would be meaningless to-day. On the one side the methods themselves
+have been multiplied; for each mental act like memory, attention, and
+so on, dozens of well-studied tests are at our disposal, which are
+adjusted to the finest ramifications of the functions.[15] On the
+other side the interest in individual differences and in applied
+psychology has steadily grown, and through it an understanding for the
+real meaning of the tests has been gained. Their value, indeed, lies
+exclusively in their relation to the practical problems. Where
+theoretical questions are to be answered and scientific studies
+concerning the laws and variations of the mind are to be undertaken,
+the long series of laboratory experiments carried on with patience and
+devotion are indispensable and can never be replaced by the short-cut
+methods of the tests. But where practical tasks of pedagogy or
+jurisprudence or medicine, or especially of commerce and industry, are
+before us, the method of tests ought to be sovereign. It can be
+adapted to the special situations and can succeed perfectly, if the
+task is to discover the outlines of the mental individuality for
+particular practical work.
+
+The only real difficulty of the method lies in the ease with which it
+can be used. A device which presupposes complicated instruments deters
+the layman and will be used only by those who are well trained.
+Moreover, the amateur would not think of constructing and adapting
+such apparatus himself. But when nothing is necessary but to use words
+or numbers or syllables or pictures, or, as in those experiments which
+we just described, newspapers and so on, any one feels justified in
+applying the scheme or in replacing it by a new apparently better one
+according to his caprice. The manifoldness of the proposed tests for
+special functions, is therefore enormous to-day. What is needed now is
+surely much more that order be brought into this chaos of
+propositions, and that definite norms and standards be secured for
+certain chief examinations, than that the number of variations simply
+be increased.
+
+The chief danger, moreover, lies in the fact that those who are not
+accustomed to psychological laboratory research are easily misled.
+They fancy that such an experiment can be carried out in a mere
+mechanical way without careful study of all the conditions and
+accompanying circumstances. Thereby a certain crudeness of procedure
+may enter which is not at all suggested by the test method itself. The
+psychological layman too seldom recognizes how many other psychical
+functions may play a rôle in the result of the experiment beside the
+one which is interesting him at that moment. The well-schooled
+laboratory worker almost automatically gives consideration to all such
+secondary circumstances. While his experiments may refer to the
+process of memory, he will yet at the same time carefully consider the
+particular situation as to the emotional setting of the subject, as to
+his attention, as to his preceding experience, as to his intelligence,
+as to his physiological condition, and many other factors which may
+have indirect influence even on the simplest memory test. Hence the
+real performance of the experiments ought to be undertaken only by
+those who are thoroughly familiar and well trained in psychological
+research. And they alone, moreover, can decide what particular form
+such an experiment ought to take in a given practical situation. It
+must be left to them, for instance, to judge in which cases the mental
+function of economic importance ought to be tested after being
+resolved into its components and in which it ought to be examined in
+its characteristic unity.
+
+
+
+
+XI
+
+CONTRIBUTIONS FROM MEN OF AFFAIRS
+
+
+While the psychologists have to perform the actual labor, the
+representatives of practical life are much better able to indicate the
+points at which the psychological levers ought to be applied. In the
+past year I have sought contact with several hundred large concerns in
+America which belong to many different industrial realms. My time did
+not allow me personal observation in so many cases, but everywhere I
+begged for information from the leading men. I asked in individual
+letters for the particular psychological qualities which from the
+standpoint of the management seemed essential for the various kinds of
+labor in their establishments. I always inquired to what extent
+consideration was given to such psychological points of view at the
+appointment of applicants, and asked for material concerning the
+question how far individuals who proved to be unfit for one kind of
+labor showed fitness at other kinds of work. The replies which I
+received from all sides varied from a few meaningless lines to long
+documents, which in some cases were composed of detailed reports from
+all the department chiefs of a particular concern. The common
+fundamental turn was decidedly a feeling of strong interest in the
+formulation of the question, which was practically new to all of them.
+Whether the answer came from paper mills or machine shops, from
+meat-packing houses or from breweries, from electrical or chemical
+mills, from railroad or mining companies, from department stores or
+from publishing houses, everywhere it was acknowledged that they had
+given hardly any conscious attention to the real psychological
+dispositions of their employees. They had of course noticed whether
+their men were industrious or lazy, honest or dishonest, skillful or
+clumsy, peaceful or quarrelsome people, but I had emphasized from the
+start in all my letters that such points of view were not before my
+mind. The mental qualities for which I asked were the psychological
+functions of attention, memory, ideas, imagination, feeling, volition,
+suggestibility, ability to learn, ability to discriminate, judgment,
+space-sense, time-sense, and so on. It would lead too far here to
+discuss why these two groups of characteristics indeed belong to two
+different aspects of mental life, and why only the latter is strictly
+psychological. The way in which the management is accustomed to look
+on their men is the practical way of ordinary life, in which we try to
+understand our neighbor by entering into the meaning of his mental
+functions and by seeking to grasp what his aim is. But such an
+interpretation of the other man's mind is not a psychological
+analysis. It gives us the purposes of his inner life, but does not
+show us its structure and its component parts. We can abstract from
+interpreting and appreciating in order to describe the elements of the
+mind which in themselves have no meaning and no value, but which are
+the only important factors, if we are to determine psychologically
+what we may expect from the individual.
+
+While the replies to my letters showed that hardly any attention had
+so far been given to such problems of objective psychology in the
+industrial concerns, it became evident that the managers felt
+distinctly that here a problem was touched which must be of highest
+importance for economic success. From many different sides willingness
+was shown to study the problem of employment under the psychological
+aspect. As my material came mostly from very large establishments in
+which labor of very many different kinds is carried on side by side,
+of course I frequently received the assurance that whenever an
+industrious energetic man is unsuccessful in one kind of work, a trial
+is made with him in another department, and that by such shifting the
+right place can often be found for him. Young people, to whom, in
+spite of long trial and the best will, it seems impossible to supply
+certain automatic machines, become excellent workers at much more
+difficult labor in the same establishment. Women who are apparently
+careless and inattentive when they have to distribute their attention
+over a number of operations do high-class work when they are engaged
+in a single activity; and in other cases the opposite is reported.
+
+I may mention a few concrete chance illustrations. In a pencil factory
+the women in one department have to grasp with one movement a dozen
+pencils, no more and no less. Some learn this at once without effort,
+and they earn high wages; others never can learn it in spite of
+repeated trials. If those who fail in this department are transferred,
+for instance, to the department where the gold-leaf is most carefully
+to be applied to the pencils before stamping, very often they show
+great fitness in spite of the extreme exactitude needed for this work.
+To show how often activities which appear extremely similar may demand
+different individuals, if the work is based on different psychical
+functions, I may refer to a report from one of the largest
+establishments in the country. In the accounting department a large
+number of girls are occupied with looking over hundreds of thousands
+of slips from which the weekly pay-list is compiled. Each slip
+contains six figures and small groups of twenty slips have to be
+looked through to see whether those six figures on each correspond.
+With moistened forefinger they turn up the slips one by one in much
+the same manner that a bank clerk counts money. A good sorter will
+turn up the slips so rapidly that a bystander is unable to read a
+single figure, and yet she will not overlook an error in thousands of
+slips. After the slips are sorted, the operation of obtaining the
+totals on each order number is performed with the aid of an adding
+machine. The machine operator rolls up the slips of the pile with the
+thumb of her left hand and transfers the amount to the proper keys of
+the machine. It has been found that the most rapid and accurate girls
+at sorting are not seldom useless on the machines. They press the
+wrong, keys and make errors in copying the total from the machine
+indicators to the file-card. On the other hand, some of the best
+machine operators are very slow and inaccurate at the sorting table.
+Girls have been found very poor at the work at which they were first
+set, and very successful and efficient as soon as they had been
+transferred from the one to the other.
+
+Examples of this kind might be heaped up without end. But while the
+very large establishments demonstrate by such reports only that they
+can find somewhere a fit place for every able workingman if they take
+enough trouble to seek for it, after all the essential element of the
+reports remains, that successful achievement depends upon personal
+mental traits which cannot be acquired by mere good will and training.
+In view of this fact it is much more important that by far the
+majority of establishments have not such a great manifoldness of
+activities under one roof. The workingman who is a failure in the work
+which he undertook would usually have no opportunity to show his
+strong sides in the same factory, or at least to be protected against
+the consequences of his weak points. If his achievement is deficient
+in quality or quantity, he generally loses his place and makes a new
+trial in another factory under the same accidental conditions, without
+any deeper insight into his particular psychical traits and their
+relation to special industrial activities. But even in the large
+concerns, in which many kinds of labor are needed side by side, it is
+not the rule but a rare exception when the individual is
+systematically shifted to the psychologically correct place. A whole
+combination of conditions is necessary for that. If his mental
+unfitness makes him unsuccessful in one place, the position for which
+he is fit must happen to be vacant. Moreover, he himself must like
+that other kind of work, and above all the foreman must recognize his
+particular fitness. In a few model factories in which the apprentice
+system is developed in the spirit of advanced sociological ideas, for
+instance, in the Lynn factory of the General Electric Company, such
+systematic efforts are being carried on and show fair results. But the
+regulation plan seems to be a haphazard lack of plan, and even the
+best endeavors probably fall short of what may be attained by the
+introduction of scientific psychological methods. So far in most
+factories the laborer who is not doing well simply loses his position,
+and by such an unfortunate experience he is not mentally enriched but
+impoverished, as he has lost much of his self-confidence and of his
+joy in labor.
+
+If this limitless waste of human material, this pitiable crushing of
+joy in the day's work, and this crippling of the economic output is at
+last to be reduced, indeed nothing is more needed than a careful
+scrutiny of the various psychophysical functions involved in the work.
+A mere classification of the industrial occupations according to the
+classes of manufactured objects would be of no value for this need, as
+often a small industrial concern may embrace occupations which, are
+based on many different psychophysical functions. A harvester consists
+of two hundred and fifty different parts, and almost every one of
+these parts demands a long series of manufacturing, processes.
+Thousands of different kinds of labor are thus combined in one factory
+and each process demands for the best work particular psychophysical
+traits, even though many of them can be carried out by quite unskilled
+laborers. In a large manufacturing establishment the manager assured
+me only recently that more than half a million different acts have to
+be performed in order to complete the goods of that factory. On the
+other hand, it evidently is proper to form larger groups in which
+processes are brought together which are similar with reference to the
+mental activity needed, while they may be dissimilar from the
+standpoint of industrial technique.
+
+This analysis of the special processes can be furthered best by the
+coöperation of the experienced men of industry. Many of the replies
+which I received contained quite elaborated contributions to such a
+study of various industrial processes from a psychological point of
+view. They sometimes covered the ground from the simplest activity to
+the subtlest and most difficult economic tasks, and this, not only
+with reference to the functions of the laborer, but also even with
+reference to the function of the industrial manager. The outsider can
+see these psychological requirements of the particular occupation only
+in crude outlines. The subtler nuances of differences between tasks
+can be gained only by an intimate knowledge of the industry. Again I
+may give an illustration. In the case of a well-known typesetting
+machine, thousand of which are in daily use, I had the impression that
+the rapidity of the performance was dependent upon the quickness of
+the finger reaction. The managers, on the other hand, have found that
+the most essential condition for speed in the whole work is the
+ability to retain a large number of words in memory before they are
+set. The man who presses the keys rather slowly advances more rapidly
+than another who moves his fingers quickly, but must make many pauses
+in order to find his place in the manuscript and to provide himself
+with new words.
+
+The factors which are to be brought into correlation are, accordingly,
+first, the actual experiences of the managers, secondly, the
+observations of skilled psychologists in the industrial concerns,
+thirdly, psychological and experimental investigations with successful
+and unsuccessful laborers, and, fourthly, experimental studies of the
+normal variability. If such a programme is to be realized in detail,
+it will be necessary to discriminate carefully, between those mental
+traits of the personality which must be accredited to a lasting
+inherited disposition and such as have been developed under the
+influences of the surroundings, by education and training, by bad or
+good stimuli from the community. While those acquired traits may have
+become relatively lasting dispositions, their transformation is, after
+all, possible, and the limits in which changes may be expected will
+have to be found out by exact studies. Individual psychological
+rhythm, attention and emotion, memory and will energy, disposition to
+fatigue and to restoration, imagination, suggestibility and
+initiative, and many other features will have to be examined in their
+relation to the special economic aims.
+
+Too much emphasis cannot be laid on another function as well, the
+experimental testing of which has only recently been started. I refer
+to the difference in the individual ability of men to profit from
+training. If we test an individual at a certain point in his life with
+regard to a variable ability, our result must be dependent upon three
+factors, the original disposition for the performance, the original
+disposition for the advance by training, and the training itself
+actually passed through up to that moment. A small amount of
+antecedent training for the particular task together with a high
+ability to profit from repetition may be a better reason for the
+appointment of a man than a long training with small ability to profit
+from schooling, in spite of the fact that his actual achievement at
+this time may be in the first case smaller than in the second. He will
+do less at first, but he promises to outrank the other man after a
+period of further training. Special experiments must be carried on and
+have been actually started to determine this plasticity of the
+psychophysical apparatus as an independent inborn trait of the
+individual.[16]
+
+This invasion of psychology into the field of economic activities is
+still so little advanced that the thought of a real distribution of
+the wage-earners among the various commercial and industrial positions
+on the basis of psychological tests would lead far beyond the present
+possibilities. Moreover, many factors would interfere with its being
+carried out consistently, even if a much higher stage of experimental
+research were reached. The thousands of social and local reasons which
+influence the choice of a vocation to-day would to a certain degree
+remain in force also in a period of better psychological analysis.
+Moreover, the personal inclinations and interests naturally would and
+ought to remain the mainspring of economic action. This inclination,
+which gives so much of the joy in labor, is by no means necessarily
+coincident with those psychophysical dispositions which insure the
+most successful work. Political economists have found this out
+repeatedly from their statistical inquiries. Very careful studies of
+the textile industry in Germany carried out in recent years[17]
+yielded the result that the intelligent, highly trained textile
+laborer often dislikes his work the more, the more he shows ability
+for it, this ability being measured by the wages the individuals earn
+at piecework. The wage and the emotional attitude were not seldom
+inversely related. Those who were able to produce by far more than
+others and accordingly earned the most were sometimes the very ones
+who hated the work, while the less skillful workers earned less but
+enjoyed the work more. The consulting economic psychologist will,
+therefore at first reasonably confine himself to warning the misfits
+at an early time. Even within these limits his service can be useful
+to both parties, the employers and the employees. He will only slowly
+reach the stage at which this negative warning may be supplemented by
+positive suggestions, as to the commercial industrial activities for
+which the psychophysical dispositions promise particular success.
+
+A real assumption of responsibility for success of course cannot be
+risked by the psychologist, inasmuch as the man who may be fitted for
+a task by his mental working dispositions may nevertheless destroy his
+chances for success by secondary personal traits. He may be dishonest,
+or dissipated, or a drinker, or a fighter, or physically ill. Finally,
+we ought not to forget that all such efforts to adjust to one another
+the psychological traits and the requirements of the work can never
+have reference to the extreme variations of human traits. The
+exceptionally talented man knows anyhow where he belongs, and the
+exceptionally untalented one will be excluded anyhow. The
+psychological aid in the selection of the fit refers only to the
+remaining four fifths of mankind for whom the chances of success can
+indeed be increased as soon as the psychological personal equation is
+systematically and with scientific exactitude brought into the
+calculation of the life development. How far a part of this effort
+will have to be undertaken by the school is a social problem which
+must be considered from various points of view. Its discussion would
+lead us beyond the limits of our present inquiry, but it seems
+probable that the real psychological laboratory experiment in the
+service of vocational guidance does not belong in the schoolroom
+itself, but ought to be left to special municipal institutions.
+
+
+
+
+XII
+
+INDIVIDUALS AND GROUPS
+
+
+One point here must not be overlooked. The effort to discover the
+personal structure of the individual in the interest of his vocational
+chance does not always necessarily involve a direct analysis of his
+individuality, as material of some value can be gained indirectly.
+Such indirect knowledge of a man's mental traits may be secured first
+of all through referring the man to the groups to which he belongs and
+inquiring into the characteristic traits of those groups. The
+psychology of human variations gives not only an account of the
+differences from person to person, but studies no less the psychical
+inequalities of the races, of the nations, of the ages, of the
+professions, and so on. If an economic activity demands a combination
+of mental traits, we may take it for granted that an individual will
+be fit for the work as soon as we find out that he belongs to a group
+in which these required mental traits habitually occur. Such a
+judgment based on group psychology can of course be no more than a
+mere approach to a solution of the problem, as the psychical qualities
+may vary strongly in the midst of the group. The special individual
+may happen to stand at the extreme limit of the group, and the traits
+which are usually characteristic of it may be very little developed or
+entirely lacking in his special case. We may know that the inhabitants
+of a special country are rather alert, and yet the particular
+individual with whom we have to deal may be clumsy and phlegmatic. The
+interests of economy will, therefore, be served by such considerations
+of group psychology only if the employment, not of a single person,
+but of a large number, is in question, as it is most probable that the
+average character will show itself in a sufficient degree as soon as
+many members of the group are involved.
+
+Even in this case the presupposition ought to be that the average
+characteristics found out with scientific exactitude by statistical
+and experimental methods, and not that they are simply deduced from
+superficial impressions. I have found that just this race
+psychological diagnosis is frequently made in factories with great
+superficiality. Some of the American industrial centres offer
+extremely favorable conditions for the comparative study of
+nationality. I have visited many manufacturing establishments in which
+almost all workers are immigrants from foreign countries and in which
+up to twenty different nationalities are represented. The employment
+officers there easily develop some psychological theories on the
+basis of which they are convinced that they are selecting the men with
+especial skill, knowing for each in which department he will be most
+successful. They consider it settled that for a particular kind of
+activity the Italians are the best, and for another, the Irish, and
+for a third, the Hungarians, and for a fourth, the Russian Jews. But
+as soon as these factory secrets have been revealed, you may be
+surprised to find that in the next factory a decidedly different
+classification of the wage-earners is in force. In a gigantic
+manufacturing concern, I received the definite information that the
+Swedish laborers are preferable wherever a steady eye is needed, and
+in another large factory on the same street I was assured that just
+the Swedes are unfit for such work. Sometimes this diversity of
+opinion is the result of different points of view. In one factory in
+which a certain industrial operation is rather dangerous, they told me
+that they took no southern Europeans, especially no Italians and
+Greeks, because they are too hasty and careless in their movements,
+while they gladly filled the places with Irishmen. In a quite similar
+factory, on the other hand, they had a prejudice against the Irishmen
+alone for this work, because the Irish laborers are too willing to run
+a risk and to expose themselves to danger. Probably both
+psychological observations are on the whole correct, but in the first
+factory only the one and in the second factory only the other was
+recognized. Much more thorough statistical inquiries than those which
+as yet exist, especially as to the actual differences of wages and
+piecework for wage-earners of various nationalities, would have to
+furnish a basis for such race psychological statements, until the time
+arrives when the psychological experiment comes to its own.
+
+In a similar way so far we have to rely on general theories of group
+psychology when the psychological differences of the sexes are to be
+reckoned with in economic interests. So long as laboratory methods for
+individual tests are not usual, the mental analysis of the general
+groups of men and women must form the background for industrial
+decisions. To be sure, it is not difficult to emphasize certain mental
+traits as characteristic of women in general in contrast to men in
+general, and to relate them to certain fundamental tendencies of their
+psychophysical organism. As soon as this is done, it is easy
+theoretically to deduce that certain industrial functions are
+excellently adapted to the minds of women and that certain others
+stand in striking antagonism to them. If the employment of large
+numbers is in question, and average values alone are involved, such a
+decision on the basis of group psychology may be adequate. In most
+factories this vague sex psychology, to be sure, usually with a strong
+admixture of wage questions, suggests for which machines men and for
+which women ought to be employed. But here again it is not at all
+improbable that in the case of a particular woman the traditional
+group value may be entirely misleading and the personality accordingly
+unfit for the place. Only the subtle psychological individual analysis
+can overcome the superficial prejudices of group psychology. The
+situation lies differently when problems of economic policy are before
+us. Such general policies as, for instance, colonial politics, or
+immigration politics, or politics concerned with city and rural
+communities, or with coast and mountain population, will always have
+to be based on group psychology as far as the economic problems are
+involved, inasmuch as they refer to the average and not to the
+individual, differences.
+
+Finally, another indirect scheme to determine the personal qualities
+needed for economic efficiency may be suggested by the psychology of
+the typical correlations of human traits. We have seen that group
+psychology proclaims that a certain individual probably has certain
+traits because he belongs to this or that nation or to this or that
+otherwise well-known group. Correlation psychology proclaims that a
+particular individual possesses or does not possess certain traits
+because he shows or does not show some other definite qualities. A
+correlation, for instance, which the commercial world often
+presupposes, may exist between individual traits and the handwriting.
+Graphologists are convinced that a certain loop or flourish, or the
+steepness or the length of the letters, or the position of the _i_
+dot, is a definite indication that the writer possesses certain
+qualities of personality; and if just these qualities are essential
+requirements for the position, the impression of the handwriting in a
+letter may be taken as a sufficient basis for appointment. The
+scientist has reason to look upon this particular case of
+graphological correlation with distrust. Yet even he may acknowledge
+that certain correlations exist between the neatness, carefulness,
+uniformity energy, and similar features of the letter, and the general
+carefulness, steadiness, neatness, and energy of the personality.
+
+However, the laboratory psychologists nowadays have gone far beyond
+such superficial claims for correlations of symptoms. With
+experimental and statistical methods they have gathered ample material
+which demonstrates the exact degree of probability with which we have
+a right to expect that certain qualities will occur together.
+Theoretically we may take it for granted that those traits which are
+always present together or absent together ultimately have a common
+mental root. Yet practically they appear as two independent traits,
+and therefore it remains important to know that, if we can find one of
+them, we may be sure that the other will exist there too. Inasmuch as
+the one of the two traits may be easily detected, while the other may
+be hidden and can be found out only by long careful tests, it would be
+valuable, indeed, for the employment manager to become acquainted with
+such correlations as the psychologist may discover: as soon as he
+becomes aware of the superficially noticeable symptom, he can foresee
+that the other disposition is most probably present. To give an
+illustration: in the interest of such measurements of correlations we
+have studied in the Harvard laboratory the various characteristics of
+attention and their mutual dependence.[18] We found that typical
+connections exist between apparently independent features of
+attention. Persons who have a rather expansive span of attention for
+acoustical impressions have also a wide span for the visual objects.
+Persons whose attention is vivid and quick have on the whole the
+expansive type of attention, while those who attend slowly have a
+narrow field of attention, and so on. Hence the manifestation of one
+feature of attention allows us to presuppose without further tests
+that certain other features may be expected in the particular
+individual.
+
+The problem of attention, indeed, seems to stand quite in the centre
+of the field of industrial efficiency. This conviction has grown upon
+me in my observation of industrial life. The peculiar kind of
+attention decides more than any mental trait for which economic
+activity the individual is adapted. The essential point is that such
+differences of attention cannot be characterized as good or bad; it is
+not a question of the attentive and of the inattentive mind. One type
+is not better than another, but is simply different. Two workingmen,
+not only equally industrious and capable, but also equally attentive,
+may yet occupy two positions in which they are both complete failures
+because their attention does not fit the places, and both may become
+highly efficient as soon as they exchange positions. Their particular
+types of attention have now found the right places. The one may be
+disposed to a strong concentration by which everything is inhibited
+which lies on the mental periphery, the other may have the talent for
+distributing his attention over a large field, while he is unable to
+hold it for a long while at one point. If the one industrial activity
+demands the attentive observation of one little lever or one wheel at
+one point, while the other demands that half a dozen large machines be
+simultaneously supervised, all that is necessary is to find the man
+with the right type of attention for each place. It would be utterly
+arbitrary to claim that the expansive type of attention is
+economically more or less valuable than the concentrated type. Both in
+English and in German we have a long popular series of pamphlets with
+descriptions of the requirements and conditions for the various
+occupations to which a boy or a girl may turn, but I have nowhere
+found any reference to the most essential mental functions such as the
+particular kind of attention or memory or will. These pamphlets are
+always cut after the same pattern. Where the detail refers at all to
+the mental side, it points only to particular knowledge which may be
+learned in school or trade or work, or to abilities which may be
+developed by training. But the individual differences which are set by
+the particular conditions and dispositions of the mind are neglected
+with surprising uniformity in the vocational literature of all
+countries. The time seems ripe for at last filling this blank in the
+consciousness of the nation and in the institutions of the land.
+
+
+
+
+PART II
+
+THE BEST POSSIBLE WORK
+
+
+
+
+XIII
+
+LEARNING AND TRAINING
+
+
+We have placed our psychotechnical interest at the service of economic
+tasks. We therefore had to start from the various economic purposes
+and had to look backward, asking what ways might lead to these goals.
+All our studies so far were in this sense subordinated to the one task
+which ought to be the primary one in the economic world, and yet which
+has been most ignored. The purpose before us was to find for every
+economic occupation the best-fitted personality, both in the interest
+of economic success and in the interest of personal development.
+Individual traits under this point of view become for us the decisive
+psychological factors, and experimental psychology had to show us a
+method to determine those personal differences and their relation to
+the demands for industrial efficiency. This first goal may be reached
+with all the means of science, as we hope it will be in the future, or
+everything may be left to unscientific, haphazard methods as in the
+past: in any case a second task stands before the community, namely,
+the securing of the best possible work from every man in his place.
+Indeed, the nation cannot delay the solution of this second problem
+until the first has been solved in a satisfactory way. We might even
+say that the answer to the second question is the more important, the
+less satisfactory the answer to the first is. If every place in the
+economic world were filled only by those who are perfectly adapted by
+their mental traits, it would be much less difficult to get efficient
+work from everyone. The fact that so many misfits are at work makes it
+such an urgent necessity to find ways and means by which the
+efficiency can be heightened.
+
+It must be acknowledged, however, that the problem of the best work is
+not quite such a clear one as that of the best man. From various
+standpoints a different answer may be given to the question which kind
+of work is the best. A capitalistic, profit-seeking egotism may
+consider the quickest performance, or, if differences of quality are
+involved, the most skillful performance, the only desirable end. The
+social reformers, on the other hand, may consider the best work that
+which combines the greatest and best possible output with the highest
+possible saving of the organism and the fullest development of the
+personality. We have emphasized from the start that the practical
+psychologist as such has not the right to give a decision upon
+problems of social civilization. He has to accept the economic tasks
+from the community for which he is working and his impartial service
+commences only when the goals have been determined. It is not his
+share to select the ends, but simply to determine the means after the
+valuable ends have been chosen. As a psychological scientist he has
+not the right to enter into the arena of different social party
+fights. Yet we find after all a broad region which seems rather
+untouched by any conflict of reasonable opinions. A reckless
+capitalism on the one side and a feeble sentimentality on the other
+side may try to widen or to narrow the boundaries of this region, but
+taken all together, a vigorous healthy nation which is eagerly devoted
+to its work is on the whole in agreement as to the essential economic
+demands for efficient labor.
+
+Experience, to be sure, shows that great changes in the conditions of
+work can never enter into the history of civilization without certain
+disturbances, and that opposition must therefore necessarily arise in
+certain groups even against such changes as are undoubtedly
+improvements and advances from the point of view of the whole nation.
+Such dissatisfaction arose when the factory system was introduced, and
+it is only natural that some irritation should accompany the
+introduction of psychological improvements in the methods of work,
+inasmuch as not a few wage-earners may at first have to lose their
+places because a small number of men will under the improved
+conditions be sufficient for the performance of tasks which needed
+many before. But the history of economics has clearly shown that from
+the point of view of the whole community such an apparent disturbance
+has always been only temporary. If the psychologists succeed in
+fundamentally improving the conditions of labor, the increased
+efficiency of the individual will promote such an enriched and
+vivified economic life that ultimately an increase in the number of
+laborers needed will result. The inquiry into the possible
+psychological contributions to the question of reinforced achievement
+must not be deterred by the superficial objection that in one or
+another industrial concern a dismissal of wage-earners might at first
+result. Psychotechnics does not stand in the service of a party, but
+exclusively in the service of civilization.
+
+To begin at the beginning, we may start from the commonplace that
+every form of economic labor in the workshop and in the factory, in
+the field and in the mine, in the store and in the office, must first
+be learned. How far do the experiments of the psychologist offer
+suggestions for securing the most economic method of learning
+practical activities? Bodily actions in the service of economic work
+are taught and learned in hundreds of thousands of places. It is
+evident that one method of teaching must reach the goal more quickly
+and more reliably than another. Some methods of teaching must
+therefore be economically more advantageous, and yet on the whole the
+methods of teaching muscular work are essentially left to chance. It
+is indeed not difficult to observe how factory workers or artisans
+have learned the same complex motion according to entirely different
+methods. The result is that they carry out the various partial
+movements in a different order, or with different auxiliary motions,
+or in different positions, or in a different rhythm, or with different
+emphasis, simply because they imitate different teachers, and because
+no norm, no certainty as to the best methods for the teaching, has
+been determined. But the process of learning is still more fluctuating
+and still more dependent upon chance than the process of teaching. The
+apprentice approaches the instruction, in any chance way, and the
+beginner usually learns even the first steps with a psychophysical
+attitude which is left to accident. An immense waste of energy and a
+quite anti-economic training in unfit movements is the necessary
+result.
+
+The learning of the elements of school knowledge in the classroom in
+earlier times proceeded after exactly such chance methods. Any one who
+knew how to read, write, and calculate felt himself prepared to pour
+reading, writing, and arithmetic into the unprotected children.
+Methods which are based on scientific examination of the
+psychophysical process of reading and writing were not at the disposal
+of the schools, and exact results from comparative studies of
+pedagogical methods had not been secured. The last few decades have
+created an entirely new foundation for enlightened school work. The
+experimental investigations of pedagogical psychology have determined
+exactly how the consciousness of the child reacts on the various
+methods of teaching and have built up a real systematic economic
+learning. All which was left to dilettantic caprice has been
+transformed into more or less definite standard forms. For instance,
+the old scheme of teaching reading by the alphabet method is
+practically eliminated from our modern schools. It is clear that this
+learning of the names of the single letters as a starting-point for
+the reading of words was not only a wasting of time and energy, but an
+actual disturbance in the development of the reading process in the
+older generation. As those names of the letters do not occur at all in
+the words to be read, but only their sounds, what had been learned in
+seeing the single letters had to be inhibited in pronouncing the whole
+word. It seems not too much to say that the learning of industrial
+activities on the whole still stands on the level of such alphabet
+methods, and this cannot be otherwise, as the real problem, namely,
+the systematic investigation of the psychophysical activities
+involved, has never been brought into the psychological laboratory.
+
+The pedagogical experiment has shown clearly enough that the
+subjective feeling of easier or quicker learning may be entirely
+unreliable and misleading. If the task is to learn a page by heart, we
+may proceed after many different methods. We may learn very small
+fractions of the text, repeating only a few words, or we may read
+whole paragraphs every time; we may repeat the whole material again
+and again, or we may put in long periods of rest after a few
+repetitions; we may frequently recite it from memory and have some one
+to prompt us; we may give our attention especially to the meaning of
+the words, or merely to the sounds, or we may introduce any number of
+similar variations. Now the careful experiment shows that of two such
+methods one which appears to us the better and more appropriate in
+learning, perhaps even as the easier and more comfortable, may prove
+itself the less efficient one in the practical result. The psychology
+of learning, which won its success by introducing meaningless
+syllables as experimental material, has slowly determined the most
+reliable methods for impressing knowledge on memory. Where such
+results have once been secured, it would surely be a grave mistake
+simply to stick to the methods of so-called common sense and to leave
+it to the caprice of the individual teacher to decide what method of
+learning he will suggest to his pupils. The best method is always the
+only one which should be considered. The psychology of economic work
+must aim toward similar goals. We must secure a definite knowledge as
+to the methods by which a group of movements can best be learned. We
+must understand what value is to be attached to the repetitions and to
+the pauses, to the imitations and to the special combinations of
+movements, to the exercise in parts of the movements, to the rhythm of
+the work, and to many similar influences which may shape the learning
+process.
+
+The simplest aspect, that of the mere repetition of the movement, has
+frequently been examined by psychophysicists. The real founder of
+experimental psychology, Fechner, showed the way; he performed
+fatiguing experiments with lifted dumb-bells. Then came the time in
+which the laboratories began to make a record of the muscular
+activities with the help of the ergograph, an instrument with which
+the movements of the arm and the fingers can easily be registered on
+the smoked surface of a revolving drum. The subtlest variations of the
+activity, the increase and decrease of the psychomotor impulse, the
+mental fatigue, can be traced exactly in such graphic records. This
+psychomotor side of the process, and not the mere muscle activity as
+such, is indeed the essential factor which should interest us. The
+results of exercise are a training of the central apparatus of the
+brain and not of the muscular periphery. The further development of
+those experiments soon led to complex questions, which referred not
+only to the mere change in the motor efficiency, but to the learning
+of particular groups of movements and to the influences on the
+exactitude and reliability of the movements. The purely mental factors
+of the will-impulse, especially the consciousness of the task, came
+into the foreground. These experiences of the scientists concerning
+the influences of training, the mechanization of repetition, and the
+automatization of movements have been thoroughly discussed by a
+brilliant political economist[19] as an explanation of certain
+industrial facts, but they have not yet practically influenced life in
+the factory.
+
+The nearest approach from the experimental side to the study of the
+effect of training in actual industrial tasks may be found in certain
+laboratory investigations which refer to the learning of telegraphing,
+typewriting, and so on. For instance, we have a careful study[20] of
+the progress made in learning telegraphy, both as to the transmitting
+of the telegrams by the key movement and the receiving of the
+telegrams by the ear. It was found that the rapidity of transmitting
+increases more rapidly and more uniformly than the rapidity of
+receiving. But while the curve of the latter rises more slowly and
+more irregularly, it finally reaches the greater height. The ability
+in transmitting, represented by a graphic record, shows an ascent
+which corresponds to the typical, steady curve of training. In the
+receiving curve, on the other hand, we find not far from the beginning
+a characteristic period during which no progress whatever can be
+noticed, and this is also repeated at a later stage. The psychological
+analysis shows that the increase of ability in the receiving of
+telegrams depends upon the development of a complex system of
+psychophysical habits. The periods in which the curve does not ascend
+represent stages of training in which the elementary habits are
+almost completely formed, but have not become sufficiently automatic.
+The attention is therefore not yet ready to start habits of a higher
+order. The lowest correlation refers to the single letters, after that
+to the syllables and words. As soon as the apprentice has reached this
+point, he stops, because he must learn to master more and more new
+words until his telegraphic vocabulary is large enough to make it
+possible for him to turn his consciousness to whole groups of words at
+once. Only when this new habit has been made automatic by a training
+of several months can he advance to a level at which whole groups of
+words are perceived as telegraphic units. A time follows in which this
+mastery of whole phrases advances rapidly, until a new period of rest
+comes, from which, only after years and often quite suddenly, a last
+new ascent can be noticed. Instead of concentrating the attention with
+conscious strain on single phrases, the operator progresses to a
+perfect liberty in which whole sentences are understood automatically.
+
+We also have a model experimental research into the psychological
+conditions of learning in the case of writing on a typewriter.[21] By
+electrical connections between the typewriting machine and a system of
+levers which registered their movements on the rotating drum of a
+kymograph, graph, each striking of a key, each completion of a word,
+or of a line, could be recorded in exact time-relations. Each glance
+at the copy was also registered. It was found that the process of
+learning consisted first of a continuous simplification of the
+cumbersome methods with which the beginner commences. A steady
+elimination of unfit movements, a selection, a reorganization, and
+finally, a combination of psychophysical acts to impulses of higher
+order, could be traced exactly. Here, too, the curve of learning at
+first rises quickly and then more and more slowly. Of course the usual
+fluctuations in the growth of the ability can also be found, and above
+all the irregular periods of rest in which the learning itself does
+not progress, for some of these so-called plateaus which lie between
+the end of one ascent and the beginning of the next may cover a month
+and more. At the beginning we have the elementary association between
+the single letter and the position of the corresponding key, but soon
+an immediate connection between the visual impression of the whole
+syllable or the whole word and the total group of movements necessary
+to strike the keys for it is developed. The more the ability grows,
+the more these psychical impulses of higher order become organized
+without conscious intention. The study shows that this development of
+higher habits has already begun before the lower habits are fully
+settled.
+
+How far the special training involves at the same time a general
+training which could be of advantage for other kinds of labor has not
+yet been studied at all with reference to industrial technique. There
+we are still completely dependent upon certain experiences in the
+field of experimental pedagogy, and upon certain statistics, for
+instance, in the textile industry. Many patient investigations, with
+every independent group of apparatus and machines, may be necessary
+before psychotechnics will be able to supply industry with reliable
+advice for teaching and learning. Nor have we the least right hastily
+to carry over the results from one group of movements to another. Even
+where superficially a certain similarity between the technical factors
+exists, the psychophysical conditions may be essentially different. In
+the two cases mentioned, for instance, telegraphing and typewriting,
+the chief factor seems the same, as in both cases the aim is to make
+the quickest possible finger movements for purposes of signals; and
+yet it is not surprising that the development of the ability from the
+beginnings to the highest mastery is rather unlike, as all the
+movements in telegraphing are performed with the same finger, while
+in typewriting the chief trait is the organization of groups from the
+impulses to all ten fingers. At least it is certain that learning
+always means far more than a mere facilitation of the movement by
+mechanical repetition, and this is true of the simplest handling of
+the tools in the workshop, of the movements at the machine in the
+factory, and of the most complex performances at the subtlest
+instruments. The chief factor in the development is always the
+organization of the impulses by which the reactions which are at first
+complicated become simplified, later mechanized, and finally
+synthesized into a higher group which becomes subordinated to one
+simple psychical impulse. The most reliable and psychophysically most
+economic means for this organization will have to be studied in the
+economic psychological laboratories of the future for every particular
+technique. Then only can the enormous waste of psychical energy
+resulting from haphazard methods be brought to an end.
+
+A problem which is still too little considered in industrial life is
+the mutual interference of acquired technical activities. If one
+connected series of movements is well trained by practice, does it
+become less firmly fixed, if another series is studied in which the
+same beginning is connected with another path of discharge? I
+approached this psychophysical question of learning by experiments
+which I carried on for a long while with variations of ordinary habits
+of daily life, asking whether a habit associated with a certain
+sensory stimulus can function automatically while dispositions for a
+different habit, previously acquired, remain in the psychophysical
+system. For instance, I was accustomed to carry my watch in my
+left-hand vest pocket. For a week I carried it in the right-hand
+pocket of my trousers and recorded every case in which I first
+automatically made the movement to the vest. After some time the
+movement to the right-hand pocket became entirely automatic. When it
+was sufficiently fixed, I again put the watch in the left-hand vest
+pocket and recorded how often I unconsciously grasped at the right
+side when I wanted to see what time it was. As soon as the vest pocket
+movement had again become fixed, I went back to the right-hand
+trousers pocket. And so I alternated for a long while, always changing
+only after reaching complete automatism. But the results in this case
+and in other similar experiments which I carried on showed that the
+new automatic connection did not extinguish the after effects of the
+previous habit. With every new change the number of wrong movements
+became smaller and smaller, and finally a point was reached at which
+the dispositions for both movements were equally developed so that no
+wrong movements occurred when the watch was put into the new
+position.[22]
+
+This problem has been followed up very recently in a valuable
+investigation at Columbia University,[23] in which various habits of
+typewriting and of card-sorting were acquired and studied in their
+mutual interference. These very careful experiments also show that
+when two opposing associations are alternately practiced, they have an
+interference effect on each other, but that the interference grows
+less and less as the practice effect becomes greater. The interference
+effect is gradually overcome and both opposing associations become
+automatic, so that either of them can be called up independently
+without the appearance of the other. Many details of the research
+suggest that this whole group of interference problems deserves the
+most careful attention by those who would practically profit from
+increased industrial efficiency.
+
+Finally, in the experimental study of the problem of technical
+learning, we cannot ignore the many side influences which may hasten
+or delay, improve or disturb, the acquisition of industrial skill. In
+the Harvard laboratory, for instance, we are at present engaged in an
+investigation which deals with the influence of feelings on the
+rapidity with which new movement coördinations are mastered.[24] In
+order to have unlimited comparable material a very simple technical
+performance is required, namely, the distribution of the 52
+playing-cards into 52 boxes. Labels on the boxes indicate changing
+combinations for the distribution to be learned. We examine, on the
+one side, the influence of feelings of comfort or of discomfort on the
+learning of the new habit, these feeling states being produced by
+external conditions, such as pleasant or unpleasant sounds, odors, and
+so on. On the other side we trace the effects of those feelings which
+arise during the learning process itself, such as feelings of
+satisfaction with progress, or disappointment, or discomfort, or
+disgust or joy in the activity.
+
+
+
+
+XIV
+
+THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS
+
+
+Teaching and learning represent only the preliminary problem. The
+fundamental question remains, after all, how the work is to be done by
+those who have learned it in accordance with the customs of the
+economic surroundings and who are accordingly already educated and
+trained for it. What can be done to eliminate everything which
+diminishes and decreases efficiency, and what remains to be done to
+reinforce it. Such influences are evidently exerted by the external
+technical conditions, by variations of the activity itself, and by the
+play of the psychical motives and counter-motives. It must seem as if
+only this last factor would belong in the realm of psychology, but the
+technical conditions, of which the machine itself is the most
+important part, and the bodily movements also have manifold relations
+to the psychical life. Only as far as these relations prevail has the
+psychologist any reason to study the problem. The purely physical and
+economic factors of technique do not interest him at all, but when a
+technical arrangement makes a psychophysical achievement more
+difficult or more easy, it belongs in the sphere of the psychologist,
+and just this aspect of the work may become of greatest importance for
+the total result. In all three of these directions, that is, with
+reference to the technical, to the physiological, and to the purely
+psychical, the scientific management movement has prepared the way.
+The engineers of scientific management recognized, at least, that no
+part of the industrial process is indifferent, even the apparently
+most trivial activity, the slightest movement of arm or hand or leg,
+became the object of their exact measurement. The stopwatch which
+measures every movement in fractions of a second has become the symbol
+of this new economic period. As long as special psychological
+experiments in the service of industrial psychology are still so
+exceptional, it may, indeed, be acknowledged that the practical
+experiments in the service of scientific management have come nearest
+to the solution of these special psychotechnical problems.
+
+To proceed from without toward the centre, we may begin our review
+with the physical technique of the working conditions and its
+relations to the mind. Tue history of technique shows on every page
+this practical adjustment of external labor conditions to the
+psychophysical necessities and psychophysical demands. No machine
+with which a human being is to work can survive in the struggle for
+technical existence, unless it is to a certain degree adapted to the
+human nerve and muscle system and to man's possibilities of
+perception, of attention, of memory, of feeling, and of will.
+Industrial technique with its restless improvements has always been
+subordinated to this postulate. Every change which made it possible
+for the workingman to secure equal effects with smaller effort or to
+secure greater or better effects with equal effort counted as an
+economic gain, which was welcome to the market. For instance,
+throughout the history of industry we find the fundamental tendency to
+transpose all activities from the great muscles to the small muscles.
+Any activity which is performed with the robust muscles of the
+shoulder when it can be done with the lower arm, or labor which is
+demanded from the muscles of the lower arm when it can just as well be
+carried out by the fingers, certainly involves a waste of
+psychophysical energy. A stronger psychophysical excitement is
+necessary in order to secure the innervation of the big muscles in the
+central nervous system. This difference in the stimulation of the
+various muscle groups has been of significant consequence for the
+differentiation of work throughout the development of mankind.[25]
+Labor with the large muscles has, for these psychophysical reasons,
+never been easily combined with the subtler training of the finer
+muscles. Hence a social organization which obliged the men to give
+their energy to war and the hunt, both, in primitive life, functions
+of the strongest muscles, made it necessary for the domestic
+activities, which are essentially functions of the small muscles, to
+be carried out by women. The whole history of the machine demonstrates
+this economic tendency to make activities dependent upon those muscles
+which presuppose the smallest psychophysical effort. It is not only
+the smaller effort which gives economic advantage to the stimulation
+of the smaller muscles, but the no less important circumstance that
+the psychophysical after-effect of their central excitement exerts
+less inhibition than the after-effect of the brain excitement for the
+big muscles.
+
+But we must not overlook another feature in the development of
+technique. The machines have been constantly transformed in the
+direction which made it possible to secure the greatest help from the
+natural coördination of bodily movements. The physiological
+organization and the psychophysical conditions of the nervous system
+make it necessary that the movement impulses flow over into motor side
+channels and thus produce accessory effects without any special
+effort. If a machine is so constructed that these natural accessory
+movements must be artificially and intentionally suppressed, it means,
+on the one side, a waste of available psychophysical energy, and on
+the other side it demands a useless effort in order to secure this
+inhibition. The industrial development has moved toward both the
+fructification of those side impulses and the avoidance of these
+inhibitions. It has adjusted itself practically to the natural
+psychical conditions. Ultimately it is this tendency which shaped the
+technical apparatus for the economic work until the muscle movements
+could become rhythmical. The rhythmical activity necessarily involves
+a psychophysical saving and this saving has been instinctively secured
+throughout the history of civilization. All rhythm contains a
+repetition of movement without making a real repetition of the
+psychophysical impulse necessary. In the rhythmical activity a large
+part of the first excitement still serves for the second, and the
+second for the third. Inhibitions fall away and the mere after-effect
+of each stimulus secures a great saving for the new impulse. The
+history of the machine even indicates that the newer technical
+development not only found the far-reaching division of labor already
+in the workshops of earlier centuries, but a no less far-reaching
+rhythmization of the labor in fine adaptation to the needs of the
+psychophysical organism, long before the appearance of the machines.
+The beginnings of the machine period frequently showed nothing but an
+imitation of the rhythmical movements of man.[26] To be sure, the
+later improvements of the machine have frequently destroyed that
+original rhythm of man's movement, as the movement itself, especially
+in the electric machines, has become so quick that the subjective
+rhythmical experience has been lost. Moreover, the rhythmical
+horizontal and vertical movements were for physical reasons usually
+replaced by uniform circular movements. But even the most highly
+developed machine demands human activity, for instance, for the
+supplying with material; and this again has opened new possibilities
+for the adjustment of technical mechanism to the economic demand for
+rhythmical muscle activity. The growth of technical devices has thus
+been constantly under the control of psychological demands, in spite
+of the absence of systematic psychological investigations. But the
+decisive factor was, indeed, that these psychological motives always
+remained in the subconsciousness of civilization. The improvements
+were consciously referred to the machine as such, however much the
+practical success was really influenced by the degree of its
+adjustment to the mental conditions of the workingmen. The new
+movements of scientific management and of experimental psychology aim
+toward bringing this adaptation consciously into the foreground and
+toward testing and studying systematically what technical variations
+can best suit the psychophysical status of man.
+
+Those who are familiar with the achievements of scientific management
+remember that by no means only the complicated procedures on a high
+level are in question. The successes are often the most surprising
+where the technique is old, and where it might have been imagined that
+the experiences of many centuries would have secured through mere
+common sense the most effective performance. The best-known case is
+perhaps that of the masons, which one of the leaders of the scientific
+management movement has studied in all its details.[27] The movements
+of the builders and the tools which they use were examined with
+scientific exactitude and slowly reshaped under the point of view of
+psychology and physiology. The total result was that after the new
+method 30 masons completed without greater fatigue what after the old
+methods it would have taken 100 masons to do, and that the total
+expense for the building was reduced to less than a half in spite of
+the steady increase of the wages of the laborers. For this purpose it
+was necessary that exact measurements be made of the height at which
+the bricks were lying and of the height of the wall on which they must
+be laid, and of the number of bricks which should be carried to the
+masons at once. He studied how the trowel should be shaped and how the
+mortar should be used and how the bricks should be carried to the
+bricklayers. In short, everything which usually is left to tradition,
+to caprice, and to an economy which looks out only for the most
+immediate saving, was on the basis of experiments of many years
+replaced by entirely new means and tools, where nothing was left to
+arbitrariness. Yet these changes did not demand any invention or
+physically or economically new ideas, but merely a more careful
+adaptation of the apparatus to the psychological energies of the
+masons. The new arrangement permitted a better organization of the
+necessary bodily movements, fatigue was diminished, the accessory
+movements were better fructified, fewer inhibitions were necessary, a
+better playing together of the psychical energies was secured.
+
+The students of scientific management stepped still lower in the scale
+of economic activity. There is no more ordinary productive function
+than shoveling. Yet in great establishments the shoveling of coal or
+of dirt may represent an economically very important factor. It seems
+that up to the days of scientific management, no one really looked
+carefully into the technical conditions under which the greatest
+possible economic effect might be reached. Now the act of shoveling
+was approached with the carefulness with which a scholar turns to any
+subtle process in his laboratory. The brilliant originator of the
+scientific management movement, who carried out these investigations[28]
+in the great Bethlehem Steel Works, where hundreds of laborers had to
+shovel heavy iron ore or light ashes, found that the usual chance
+methods involve an absurd economic waste. The burden was sometimes so
+heavy that rapid fatigue developed and the movements became too slow,
+or the lifted mass was so light that the larger part of the laborer's
+energies remained unused. In either case the final result of the day's
+work must be anti-economic. He therefore tested with carefully graded
+experiments what weight ensured the most favorable achievement by a
+strong healthy workingman. The aim was to find the weight which would
+secure with well-arranged pauses the maximum product in one day
+without over-fatigue. As soon as this weight was determined, a
+special set of shovels had to be constructed for every particular kind
+of material. The laborers were now obliged to operate with 10
+different kinds of shovels, each of such a size that the burden always
+remained an average of 21 pounds for any kind of material. The
+following step was an exact determination of the most favorable
+rapidity and the most perfect movement of shoveling, the best
+distribution of pauses, and so on, and the final outcome was that only
+140 men were needed where on the basis of the old plan about 500
+laborers had been engaged. The average workingman who had previously
+shoveled 16 tons of material, now managed 59 tons without greater
+fatigue. The wages were raised by two thirds and the expenses for
+shoveling a ton of material were decreased one half This calculation
+of expenses included, of course, a consideration of the increased cost
+for tools and for the salaries of the scientific managers.
+
+Whoever visits factories in which the new system has been introduced
+by real specialists must be surprised, indeed, by the great effects
+which often result from the better psychophysical adaptation of the
+simplest and apparently most indifferent tools and means. As far as
+the complicated machines are concerned, we are accustomed to a steady
+improvement by the efforts of the technicians and we notice it rather
+little if the changes in them are introduced for psychological instead
+of the usual physical reasons. But the fact that even the least
+complicated and most indifferent devices can undergo most influential
+improvements, as soon as they are seriously studied from a
+psychological point of view, remains really a source for surprise.
+Sometimes no more is needed than a change in the windows or in the
+electric lamps, by which the light can fall on the work in a
+psychologically satisfactory way; sometimes long series of experiments
+have to be made with a simple hammer or knife or table. Often
+everything must be arranged against the wishes of the workingmen, who
+feel any deviation from the accustomed conditions as a disturbance
+which is to be regarded with suspicion. In one concern I heard that
+the scientific manager became convinced that all the working-chairs
+for the women were too low and that the laborers therefore had to hold
+their arms in a psychophysically unfavorable position during the
+handling of the apparatus. All were strongly opposed to the
+introduction of higher chairs. The result was that the manager
+arranged for the chairs to be raised a few millimeters every evening,
+without the knowledge of the working-women, as soon as the factory was
+empty. After a few weeks the chairs had reached the right height
+without those engaged in the work having noticed it at all. The
+outcome was a decided increase of efficiency.
+
+But the most rational scheme will after all be to prepare for such
+arrangements of tools and apparatus by systematic experiments in the
+psychological laboratory. The subtlety of such investigations will
+lead far beyond the point which is accessible to the attempts of
+scientific management. Exact experiments on attention, for instance,
+will have to determine how the various parts of the apparatus are to
+be distributed best in space if the laborer must keep watch for
+disturbances at various places. Only the laboratory experiment can
+find the most favorable speed of the machine or can select the muscles
+to which the mind can send the most effective impulses. The
+construction of the machine must then be adapted to such results. In
+the Harvard laboratory, for instance, a practical question led us to
+examine which fingers would allow the quickest alternation of key
+movements.[29] If any two of the ten fingers perform for ten seconds
+the quickest possible alternation of motion, as in a trill, the
+experiment can demonstrate exactly the differences between the various
+combinations of fingers and the individual fluctuations for these
+differences. With an electrical registration of the movements of the
+alternating fingers we studied in hundredths of a second the time for
+the motions of two hands and of fingers of the same hand, in order to
+adjust the keys of a certain machine to the most favorable impulses.
+
+We approach this group of problems from another side when we test the
+relations of various kinds of machines to various mental types.
+Psychologists have studied, for example, the various styles of
+typewriting machines.[30] From a purely commercial point of view the
+merits of one or another machine are praised as if they were
+advantageous for every possible human being. The fact is that such
+advantages for one may be disadvantages for another on account of
+differences in the mental disposition. One man may write more quickly
+on one, another on another machine. As every one knows, the chief
+difference is that of the keyboard and that of the visible or
+invisible writing. Machines like the Remington machine work with a
+shift key; that is, a special key must be pressed when capital letters
+are to be written. Other machines like the Oliver even demand double
+shifting, one key for the capital letters, and one for the figures,
+and so on. On the other hand, machines like the Smith Premier have no
+shift key, but a double keyboard. It is evident that both the
+shift-key arrangement and the double keyboard have their particular
+psychological advantages.
+
+The single alphabet demands much less from the optical memory, and the
+corresponding motor inner attitude of consciousness is adjusted to a
+smaller number of possibilities. But the pressure on the shift key,
+which goes with the single alphabet, is not only a time-wasting act;
+from the psychological point of view it is first of all a very strong
+interruption of the uniform chain of impulses. If the capital and
+small letters are written for a minute alternatingly with the greatest
+possible speed, the experiment shows that the number of letters for
+the machine with the double alphabet is about three times greater than
+for the machine with simple alphabet and shift key. Both systems
+accordingly have their psychological advantages and disadvantages.
+Human beings of distinct visual ideational type or of highly developed
+motor type will prefer the double alphabet, provided, of course, that
+the touch system of writing is learned, and this will be especially
+true if their inner attitude is easily disturbed by interruptions. But
+those who have a feebly developed optical mental centre and who have
+small ability for the development of complex motor habits will be more
+efficient on the machines with the single alphabet, especially if
+their nervous system is little molested by interruptions and thus
+undisturbed by the intrusion of the shift key act.
+
+In a similar way the visibility of the writing will be for certain
+individuals the most valuable condition for quick writing, while for
+others, who depend less upon visual support, it may mean rather a
+distraction and an interference with the speediest work. The visible
+writing attracts the involuntary attention, and thus forces
+consciousness to stick to that which has been written instead of being
+concentrated on that which is to be produced by the next writing
+movements. The operator himself is not aware of this hindrance. On the
+contrary, the public will always be inclined to prefer the typewriters
+with visible writing, because by a natural confusion the feeling
+arises that the production of the letter is somewhat facilitated, when
+the eye is coöperating, just as in writing with a pen we follow the
+lines of the written letter. But the situation lies differently in the
+two cases. When we are writing with a pen, the letter grows under our
+eyes, while in the machine writing we do not see any part of the
+letter until the whole movement which produces the single letter is
+finished. By such a misleading analogy many a man is led to prefer the
+typewriter with visible writing, while he would probably secure a
+greater speed with a machine which does not tempt him to attend the
+completed letters, while his entire attention ought to belong to the
+following letters.
+
+These last observations point to another psychological aspect of the
+machine and of the whole technical work, namely, their relations to
+the impressions of the senses. The so-called dynamogenic experiments
+of the psychological laboratory have demonstrated what a manifold
+influence flows from the sense-impressions to the will-impulses. If
+the muscle contraction of a man's fist is measured, the experiment
+shows that the strongest possible pressure may be very different when
+the visual field appears in different colors, or tones of different
+pitch or different noises are stimulating the ear, and so on. As yet
+no systematic experiments exist by which such results can be brought
+into relation to the sense-stimuli which reach the laborer during his
+technical work. The psychophysical effect of colors and noises has not
+been fructified at all for industrial purposes. The mere subjective
+judgment of the workingman himself cannot be acknowledged as reliable
+in such questions. The laborer, for instance, usually believes that a
+noise to which he has become accustomed does not disturb him in his
+work, while experimental results point strongly to the contrary. In a
+similar way the effect of colored windows may appear indifferent to
+the workmen, and yet may have considerable influence on his
+efficiency. Numberless performances in the factory are reactions on
+certain optical or acoustical or tactual signals. Both the engineer
+and the workman are satisfied if such a signal is clearly perceivable.
+The psychological laboratory experiment, however, shows that the whole
+psychophysical effect depends upon the character of the signal; a more
+intense light, a quicker change, a higher tone, a larger field of
+light, a louder noise, or a harder touch may produce a very different
+kind of reaction.
+
+With a careful time-measurement of the motions, it can often be
+directly traced how purely technical processes in the machine itself
+influence and control the whole psychical system of impulses in the
+man. I observed, in a factory, for instance, the work at a machine
+which performed most of its functions automatically. It had to hammer
+fine grooves into small metal plates. A young laborer stood before
+every such machine, took from a pile, alternately from the right and
+from the left, the little plates to be serrated, placed them in the
+machine, turned a lever to bring the hammer into motion, and then
+removed the serrated plates. The speed of the work was dependent upon
+the operative, as he determined by his lever movement the instant at
+which the automatic serrating hammer should be released. The man's
+activity demanded 9 independent movements. I found that those who
+worked the most quickly were able to carry out this labor for hours at
+a uniform rapidity of 4 to 4-1/2 second for those 9 movements. But the
+time-measurement showed that even these fastest workers were
+relatively slow in the first 5 movements which they made while the
+machine stood quiet, and that they reached an astonishing quickness of
+movement in the 4 last actions during which at the same time the
+serrating hammer in bewildering rapidity was beating on the plate with
+sharp loud cracks. The hammer reinforced the energy of the young
+laborers to an effectiveness which could never have been attained by
+mere voluntary effort.
+
+Often the simplicity or complication of the stimulus may be decisive
+in importance, and this also holds true where the most elementary
+reactions are involved, for instance, the mere act of counting which
+enters into many industrial functions. Experiments carried on in my
+laboratory[31] have shown that the time needed to count a certain
+number of units becomes longer as soon as the units themselves become
+more complicated. Their inner manifoldness exerts a retarding
+influence on the eye as it moves from one figure to another. A certain
+psychical inhibition arises; the mind is held back by the complexity
+of the impression and cannot proceed quickly enough to the next.
+Psychologically no less important is the demand that the external
+technical conditions so far as they influence consciousness, should
+remain as far as possible the same, if the same psychical effect is
+desired, because then only can a perfectly firm connection between
+stimulus and movement be formed. In technical life this demand is much
+sinned against. A typical case is that of the signals for which the
+engineer on the locomotive has to watch. In the daytime the movable
+arms of the semaphore indicate by their horizontal, oblique, or
+vertical position whether the tracks are clear. At night-time, on the
+other hand, the same information reaches him by the different colors
+of the signal lanterns. From a psychical point of view it is probable
+that the safety of the service would be increased if an unchangeable
+connection between signal and movement were formed. It would be
+sufficient for that purpose if the color signals at night were given
+up and were replaced by horizontal, oblique, or vertical lines of
+white light or rows of points. Successful experiments of this kind
+have been carried on by psychologists in the service of this railroad
+problem.[32]
+
+The interest in all these problems of large concerns, in
+transportation and factory work and complex industries, ought not to
+make us overlook the fact that on principle the same problems can be
+found in the simplest industrial establishment. Even the housewife or
+the cook destroys economic values if daily she has to spend useless
+minutes or hours on account of arrangements in the household which are
+badly adjusted to the psychological conditions. She sacrifices her
+energy in vain and she wastes her means where she herself is under the
+illusion of especial economy. Scientific management would perhaps be
+nowhere so wholesome as in kitchen and pantry, in laundry and cellar,
+just because here the saving would be multiplied millionfold and the
+final sum of energy saved and of feeling values gained would be
+enormous, even if it could not be calculated with the exactitude with
+which the savings of a factory budget can be proven. The profusion of
+small attractive devices which automatically perform the economic
+household labor and disburden the human workers must not hide the fact
+that the chief activities are still little adjusted to the
+psychophysical conditions. The situation is similar to that of the
+masons, whose function has also been performed for thousands of years,
+and yet which did not find a real adaptation to the psychical factors
+until a systematic time-measuring study was introduced. A manufacturer
+who sells an improved pan or mixing-spoon or broom expects success if
+he brings to the market something the merits of which are evident and
+make the housewife anticipate a decrease of work or a simplification
+of work, but the development of scientific management has shown
+clearly that the most important improvements are just those which are
+deduced from scientific researches, without at first giving
+satisfaction to the laborers themselves, until a new habit has been
+formed.
+
+Perhaps the most frequent technical activity of this simple kind is
+sewing by hand, which is still entirely left to the traditions of
+common sense, and yet which is evidently dependent upon the interplay
+of many psychical factors which demand a subtle adaptation to the
+psychical conditions. To approach, at least, this field of human labor
+a careful investigation of the psychophysics of sewing has been
+started in my laboratory.[33] The sewing work is done, with the left
+hand supported, and the right hand connected with a system of levers
+which make a graphic record of every movement on the smoked surface of
+a revolving drum. For instance, we begin with simple over and over
+stitches, measuring the time and the character of the right hand
+movements for 50 stitches under a variety of technical conditions. The
+first variation refers to the length of the thread. The thread itself,
+fixed at the needle's eye, varied between 3 feet and 6 inches in
+length. Other changes refer to the voluntary speed, to the number of
+stitches, to fatigue, to external stimuli, to attention, to methods of
+training, and so on, but the chief interest remains centred on the
+psychical factors. We are still too much at the beginning already to
+foresee whether it will be possible to draw from these psychophysical
+experiments helpful conclusions. The four young women engaged in this
+laboratory research will later extend it to the psychological
+conditions of work with the various types of sewing-machines.
+
+
+
+
+XV
+
+THE ECONOMY OF MOVEMENT
+
+
+The study of the technical aspect of labor can nowhere be separated by
+a sharp demarcation line from the study of the labor itself as a
+function of the individual organism. Many problems, indeed, extend in
+both directions. The student of industrial efficiency is, for
+instance, constantly led to the question of fatigue. He may consider
+this fatigue as a function of brain and muscle activity and discuss it
+with reference to the psychophysical effort, but he is equally
+interested in the question of how far the apparatus or the machine or
+the accessory conditions of the work might be changed in order to
+avoid fatigue. The accidents of the electric street railways were
+regarded as partly related to fatigue. The problem was accordingly how
+to shorten the working time of the motormen in the interest of the
+public, but it was soon recognized that the difficulty might also be
+approached from the mere technical side. Some companies introduced
+seats which the motormen can use whenever they feel fatigue coming and
+excellent results have followed this innovation. In our last
+discussions the technical apparatus stood in the foreground. We may
+now consider as our real topic the psychophysical activity.
+
+Here, too, the leaders of scientific management have secured some
+signal successes. Their chief effort in this field was directed toward
+the greatest possible achievement by eliminating all superfluous
+movements and by training in those movement combinations which were
+recognized as the most serviceable ones. We may return to the case of
+the masons in order to clear up the principle. When Gilbreth began to
+reform the labor of the mason after scientific principles, he gave his
+chief interest to the men's motions. Every muscle contraction which
+was needed to move the brick from the pile in the yard to the final
+position in the wall was measured with reference to space-and
+time-relations and the necessary effort. From here he turned to the
+application of well-known psychophysical principles. A movement is
+less fatiguing and therefore economically most profitable if it occurs
+in a direction in which the greatest possible use of gravitation can
+be made If both hands have to act at the same time, the labor can be
+carried out most quickly and with the smallest effort if corresponding
+muscle groups are at work and this means if symmetrical movements are
+performed. If unequal movements have to be made simultaneously, the
+effort will become smaller if they are psychically bound together by a
+common unified impulse. The distance which has to be overcome by
+hands, arms, or feet must be brought to a minimum for each partial
+movement. Most important, however, is this rule. If a definite
+combination of movements has been determined as economically most
+suitable, this method must be applied without any exception from the
+beginning of the learning. The point is to train from the start those
+impulse combinations which can slowly lead to the quickest and best
+work. The usual method is the opposite. Generally the beginner learns
+to produce from the beginning work which is as good and correct as
+possible. In order to produce such qualitatively good results at an
+early stage, it is left to him to choose any groups of movements which
+happen to be convenient to him. Then these become habitual, and as
+soon as he tries to go on to quicker work, these chance habits hinder
+him in his progress. The movements which may be best suited for fair
+production by a beginner may be entirely unsuited for really quick
+work, such as would be expected from an experienced man. The laborer
+must replace the first habits which he has learned by a new set,
+instead of starting in the first place with motions which can be
+continued until the highest point of efficiency has been reached,
+even if this involves rather a poor showing at the beginning. A final
+maximum rapidity must be secured from the start by the choice of those
+motions which have been standardized by careful experiments.
+
+It is also psychophysically important to demand that the movements
+shall not be suddenly stopped, if that can be avoided. Any
+interruption of a movement presupposes a special effort of the will
+which absorbs energy, and after the interruption a new start must be
+made of which the same is true. On the other hand, if chains of
+movements become habitual, the psychophysical effort will be reduced
+to the minimum, inasmuch as each movement finds its natural end and is
+not artificially interrupted by will, and at the same time each
+movement itself becomes a stimulus for the next movement by its
+accompanying sensations. The traditional method, for instance, demands
+that a brick be lifted with one hand and a trowel with mortar by the
+other hand. After that the lifting movement is interrupted, the brick
+comes to rest in the hand of the mason until the mortar has been
+spread on and the place prepared for the new brick. Then only begins a
+new action with the brick. This method was fundamentally changed. The
+laborers learned to swing the brick with one hand from the pack to
+the wall and at the same time to distribute the mortar over the next
+brick with the other hand. This whole complex movement is of course
+more difficult and demands a somewhat longer period of learning, but
+as soon as it is learned an extreme saving of psychophysical energy
+and a correspondingly great economic gain is secured. The newly
+trained masons are not even allowed to gather up with the trowel any
+mortar which falls to the floor, because it was found that the loss of
+mortar is economically less important than the waste of psychophysical
+energy in bending down.
+
+Whoever has once schooled his eye to observe the limitless waste of
+human motions and psychophysical efforts in social life has really no
+difficulty in perceiving all this at every step. This ability to
+recognize possible savings of impulse may be brought to a certain
+virtuosity. Gilbreth, one of the leaders of the new movement, seems to
+be such a virtuoso. When he was in London, there was pointed out to
+him in the Japanese British Exhibition a young girl who worked so
+quickly that there at least he would find a rhythm of finger movement
+which could not any further be improved. In an exhibition booth the
+woman attached advertisement labels to boxes with phenomenal rapidity.
+Gilbreth watched her for a little while and found that she was able
+to manage 24 boxes in 40 seconds. Then he told the young girl that she
+was doing it wrongly, and that she ought to try a new way which he
+showed her. At the first attempt, she disposed of 24 boxes in 26
+seconds and at the second trial in 20 seconds. She did not have to
+make more effort for it, but simply had fewer movements to make. If
+such economic gain can be secured with little exertion in the simplest
+processes, it cannot be surprising that in the case of more complex
+and more advanced technical work which involves highly skilled labor,
+a careful psychophysical study of motions must bring far-reaching
+economic improvements.
+
+Yet the more important steps will have to be guided by special
+experimental investigations, and here the psychological laboratory
+must undertake the elaboration of the details. Only the systematic
+experiment can determine what impulses can be released at the least
+expense of energy and with the greatest exactitude of the motor
+effect. Investigations on the psychophysics of movement and the
+influences which lead toward making the movement too large or too
+small have played an important rôle in the psychological laboratories
+for several decades. It was recognized early that the mistakes which
+are made in reproducing a movement may spring from two different
+sources. They result partly from an erroneous perception or memory of
+the movement carried out, and partly from the inability to realize the
+movement intention. One series of investigations was accordingly
+devoted to the studies of those sensations and perceptions by which we
+become aware of the actual movement. Everything which accentuates
+these sensations must lead to an overestimation of the motion, and the
+outcome is that the movement is made too small. The concentration of
+attention, therefore, has the effect of reducing the actual motion,
+and the same influence must result from any resistance which is not
+recognized as such and hence is not subtracted in the judgment of the
+perceiver. Another series of researches was concerned with the inner
+attitude which causes a certain external movement effect and which may
+lead to an unintended amount of movement as soon as the weight to be
+lifted is erroneously judged upon. Closely related studies, finally,
+deal with a mistake which enters when the movement is reproduced from
+memory after a certain time. The exactitude of a simple arm movement
+seems to increase in the first ten seconds, then rapidly to decrease.
+The emotional attitude, too, is of importance for the reproduction of
+a movement. I trained myself in making definite extensor and flexor
+movements of the arm until I was able to reproduce them under normal
+conditions with great exactitude. In experiments extending over many
+months, which were carried on through the changing emotional attitudes
+of daily life, the exact measurement showed that both groups of
+movements became too large in states of excitement and too small in
+states of fatigue. But in a state of satisfaction and joy the extensor
+movement became too large, the flexor movement too small, and _vice
+versa_, in unpleasant emotional states the flexor movement was too
+strong and the extensor movement too weak.[34]
+
+We have a very careful investigation into the relations between
+rapidity of movement and exactitude.[35] The subjects had to perform a
+hand movement simultaneously with the beat of a metronome, the beats
+of which varied between 20 and 200 in the minute. In general the
+accuracy of the movement decreases as the rapidity increases, but the
+descent is not uniform. Motions in the rhythm of 40 to the minute were
+on the whole just as exact as those in the rhythm of 20, and, on the
+other hand movements in the rhythm of 200 almost as accurate as those
+of 140 to the minute. Thus we have a lower limit below which decrease
+of rapidity does not increase the accuracy any further, and an upper
+limit beyond which a further increase of rapidity brings no
+additional deterioration. The mistakes of the unskilled left hand
+increase still more rapidly than the number of movements. If the eyes
+are closed, the rapid movements are usually too long and the slow ones
+too short.
+
+An investigation in the Harvard laboratory varied this problem in a
+direction which brings it still nearer to technical conditions of
+industry. Our central question was whether the greatest exactitude of
+rhythmical movement is secured at the same rapidity for different
+muscle groups.[36] We studied especially rhythmical movements of hand,
+foot, arm, and head, and studied them, moreover, under various
+conditions of resistance. The result from 340,000 measured movements
+was the demonstration that every muscle group has its own optimum of
+rapidity for the greatest possible accuracy and that the complexity of
+the movement and the resistance which it finds has most significant
+influence on the exactitude of the rhythmical achievement. If we
+abstract at first from the fluctuations around the average value of a
+particular group of movements and consider only this average itself in
+its relation to the starting movement which it is meant to imitate, we
+find characteristic tendencies toward enlargement or reduction
+dependent upon the rapidity. The right foot, for instance, remained
+nearest to the original movement at a rapidity of 80 motions in the
+minute, while the head did the same at about 20. For a hand movement
+of 14 centimeters, the most favorable rapidity was 120 repetitions in
+the minute, while for a hand movement of 1 centimeter the average
+remained nearest to the standard at about 40 repetitions. The mean
+variation from time average is the smallest for the left foot at 20 to
+30 movements, for the right at 160 to 180, for the head at 40, for the
+larger hand movement at 180, and so on. Investigations of this kind
+have so far not affected industrial life in the least, but it seems
+hardly doubtful that a systematic study of the movements necessary for
+economic work will have to pass through such strictly experimental
+phases. The essential point, however, will be for the managers of the
+industrial concerns and the psychological laboratory workers really to
+come nearer to each other from the start and undertake the work in
+common, not in the sense that the laboratory is to emigrate to the
+factory, but in the better sense that definite questions which grow
+out of the industrial life be submitted to the scientific
+investigation of the psychologists.
+
+
+
+
+XVI
+
+EXPERIMENTS ON THE PROBLEM OF MONOTONY
+
+
+The systematic organization of movements with most careful regard to
+the psychophysical conditions appeared to us the most momentous aid
+toward the heightening of efficiency. But even if the superfluous,
+unfit, and interfering movement impulses were eliminated and the
+conditions of work completely adjusted to the demands of psychology,
+there would still remain a large number of possibilities through which
+productiveness might be greatly decreased, or at least kept far below
+the possible maximum of efficiency. For instance, even the best
+adapted labor might be repeated to the point of exhaustion, at which
+the workman and the work would be ruined. Fatigue and restoration
+accordingly demand especial consideration. In a similar way emotions
+may be conditions of stimulation or interference, and no one ought to
+underestimate the importance of higher motives, intellectual,
+ĉsthetic, and moral motives, in their bearing on the psychophysical
+impulses of the laborer. If these higher demands are satisfied, the
+whole system gains a new tonus, and if they are disappointed, the
+irritation of the mental machinery may do more harm than any break in
+the physical machine at which the man is working. In short, we must
+still look in various directions to become aware of all the relations
+between the psychological factors and the economic output. We may
+begin with one question which plays a large, perhaps too large, rôle
+in the economic and especially in the popular economic literature. I
+refer to the problem of monotony of labor.
+
+In the discourses of our time on the lights and shades of our modern
+industrial life, all seem to agree that the monotony of industrial
+labor ought to be entered on the debit side of the ledger of
+civilization. Since the days when factories began to spring up, the
+accusation that through the process of division of labor the
+industrial workingman no longer has any chance to see a whole product,
+but that he has to devote himself to the minutest part of a part, has
+remained one of the matter-of-course arguments. The part of a part
+which he has to cut or polish or shape in endless repetition without
+alteration cannot awake any real interest. This complete division of
+labor has to-day certainly gone far beyond anything which Adam Smith
+described, and therefore it now appears undeniable that the method
+must create a mental starvation which presses down the whole life of
+the laborer, deprives it of all joy in work, and makes the factory
+scheme a necessary but from the standpoint of psychology decidedly
+regrettable evil. I have become more and more convinced that the
+scientific psychologist is not obliged to endorse this judgment of
+popular psychology.
+
+To be sure the problem of division of labor, as it appears in the
+subdivision of manufacture, is intimately connected with many other
+related questions. It quickly leads to the much larger question of
+division of labor in our general social structure, which is necessary
+for our social life with its vocational and professional demands, and
+which undoubtedly narrows to a certain degree every individual in the
+completeness of his human desires. No man in modern society can devote
+himself to everything for which his mind may long. But as a matter of
+course these large general problems of civilization lie outside of the
+realm of our present inquiry. In another direction the problem of
+monotony comes very near to the question of fatigue. But we must see
+clearly that these two questions are not identical and that we may
+discuss monotony here without arguing the problem of fatigue. The
+frequent repetition of the same movement or of the same mental
+activity certainly may condition an objective fatigue, which may
+interfere with the economic output, but this is not the real meaning
+of the problem of monotony. About fatigue we shall speak later. Here
+we are concerned exclusively with that particular psychological
+attitude which we know as subjective dislike of uniformity and lack of
+change in the work. Within these limits the question of monotony is,
+indeed, frequently misunderstood in its economic significance.
+
+Let us not forget that the outsider can hardly ever judge when work
+offers or does not offer inner manifoldness. If we do not know and
+really understand the subject, we are entirely unable to discriminate
+the subtler inner differences. The shepherd knows every sheep, though
+the passer-by has the impression that they all look alike. This
+inability to recognize the differences which the man at work feels
+distinctly shows itself even in the most complicated activities. The
+naturalist is inclined to fancy that the study of a philologist must
+be endlessly monotonous, and the philologist is convinced that it must
+be utterly tiresome to devote one's self a life lone to some minute
+questions of natural science. Only when one stands in the midst of the
+work is he aware of its unlimited manifoldness, and feels how every
+single case is somehow different from every other.
+
+In the situation of the industrial workman, the attention may be
+directed toward some small differences which can only be recognized
+after long familiarity with the particular field. Certainly this field
+is small, as every workman must specialize, but whether he
+manufactures a whole machine, or only a little wheel, makes no
+essential difference in the attitude. The attraction of newness is
+quickly lost also in the case of the most complicated machine. On the
+other hand, the fact that such a machine has an independent function
+does not give an independent attraction to the work. Or we might
+rather say, as far as the work on a whole machine is of independent
+value, the work of perfecting the little wheel is an independent task
+also and offers equal value by its own possibilities. Whoever has
+recognized the finest variations among the single little wheels and
+has become aware of how they are produced sometimes better, sometimes
+worse, sometimes more quickly, sometimes more slowly, becomes as much
+interested in the perfecting of the minute part as another man in the
+manufacture of the complex machine. It is true that the laborer does
+not feel interest in the little wheel itself, but in the production of
+the wheel. Every new movement necessary for it has a perfectly new
+chance and stands in new relations, which have nothing to do with the
+repetition. As a matter of course this interest in the always new best
+possible method of production is still strongly increased where
+piece-wages are introduced. The laborer knows that the amount of his
+earning depends upon the rapidity with which he finishes faultless
+products. Under this stimulus he is in a continuous race with himself,
+and thus has every reason to prefer the externally uniform and
+therefore perfectly familiar work to another kind which may bring
+alternation, but which also brings ever new demands.
+
+For a long while I have tried to discover in every large factory which
+I have visited the particular job which from the standpoint of the
+outsider presents itself as the most tiresome possible. As soon as I
+found it, I had a full frank talk with the man or woman who performed
+it and earnestly tried to get self-observational comment. My chief aim
+was to bring out how far the mere repetition, especially when it is
+continued through years, is felt as a source of discomfort. I may
+again point to a few chance illustrations. In an electrical factory
+with many thousands of employees I gained the impression that the
+prize for monotonous work belonged to a woman who packs incandescent
+lamps in tissue paper. She wraps them from morning until night, from
+the first day of the year to the last, and has been doing that for
+the last 12 years. She performs this packing process at an average
+rate of 13,000 lamps a day. The woman has reached about 50,000,000
+times for the next lamp with one hand and with the other to the little
+pile of tissue sheets and then performed the packing. Each lamp
+demands about 20 finger movements. As long as I watched her, she was
+able to pack 25 lamps in 42 seconds, and only a few times did she need
+as many as 44 seconds. Every 25 lamps filled a box, and the closing of
+the box required a short time for itself. She evidently took pleasure
+in expressing herself fully about her occupation. She assured me that
+she found the work really interesting, and that she constantly felt an
+inner tension, thinking how many boxes she would be able to fill
+before the next pause. Above all, she told me that there is continuous
+variation. Sometimes she grasps the lamp or paper in a different way,
+sometimes the packing itself does not run smoothly, sometimes she
+feels fresher, sometimes less in the mood for the work, and there is
+always something to observe and something to think about.
+
+This was the trend which I usually found. In some large machine works
+I sought for a long time before I found the type of labor which seemed
+to me the most monotonous. I finally settled on a man who was feeding
+an automatic machine which was cutting holes in metal strips and who
+simply had to push the strips slowly forward; only when the strip did
+not reach exactly the right place, he could stop the automatic machine
+by a lever. He made about 34,000 uniform movements daily and had been
+doing that for the past 14 years. But he gave me the same account,
+that the work was interesting and stimulating, while he himself made
+the impression of an intelligent workingman. At the beginning, he
+reported, the work had sometimes been quite fatiguing, but later he
+began to like it more and more. I imagined that this meant that at
+first he had to do the work with full attention and that the complex
+movement had slowly become automatic, allowing him to perform it like
+a reflex movement and to turn his thoughts to other things. But he
+explained to me in full detail that this was not the case, that he
+still feels obliged to devote his thoughts entirely to the work at
+hand, and that he is able only under these conditions to bring in the
+daily wage which he needs for his family, as he is paid for every
+thousand holes. But he added especially that it is not only the wage
+which satisfies him, but that he takes decided pleasure in the
+activity itself.
+
+On the other hand, I not seldom found wage-earners, both men and
+women, who seemed to have really interesting and varied activities and
+who nevertheless complained bitterly over the monotonous, tiresome
+factory labor. I became more and more convinced that the feeling of
+monotony depends much less upon the particular kind of work than upon
+the special disposition of the individual. It cannot be denied that
+the same contrast exists in the higher classes of work. We find
+school-teachers who constantly complain that it is intolerably
+monotonous to go on teaching immature children the rudiments of
+knowledge, while other teachers with exactly the same task before them
+are daily inspired anew by the manifoldness of life in the classroom.
+We find physicians who complain that one case in their practice is
+like another, and judges who despair because they always have to deal
+with the same petty cases, while other judges and physicians feel
+clearly that every case offers something new and that the repetition
+as such is neither conspicuous nor disagreeable. We find actors who
+feel it a torture to play the same rôle every evening for several
+weeks, and there are actors who, as one of the most famous actresses
+assured me after the four hundredth performance of her star rôle,
+repeat their parts many hundred times with undiminished interest,
+because they feel that they are always speaking to new audiences. It
+seems not impossible that this individual difference might be
+connected with deeper-lying psychophysical conditions. I approached
+the question, to be sure, with a preconceived theory. I fancied that
+certain persons had a finer, subtler sense for differences than others
+and that they would recognize a manifoldness of variations where the
+others would see only uniformity. In that I silently presupposed that
+the perception of the uniformity must be something disturbing and
+disagreeable and the recognition of variations something which
+stimulates the mind pleasantly. But when I came to examine the
+question experimentally, I became convinced that such a hypothesis is
+erroneous, and if I interpret the results correctly, I should say that
+practically the opposite relation exists. Those who recognize the
+uniformities readily are not the ones who are disturbed by them.
+
+I proceeded in the following way. To make use of a large number of
+subjects accustomed to intelligent self-observation, I made the first
+series of experiments with the regular students in my psychology
+lecture course in Harvard University. Last winter I had more than four
+hundred men students in psychology who all took part in that
+introductory series. The task which I put before them in a number of
+variations was this: I used lists of words of which half, or one more
+or less than half, belonged to one single conceptional group. There
+were names of flowers, or cities, or poets, or parts of the body, or
+wild animals, and so on. The remaining words of the list, on the other
+hand, were without inner connection and without similarity. The
+similar and the dissimilar words were mixed. The subjects listened to
+such a list of words and then had to decide without counting from the
+mere impression whether the similar words were more or equally or less
+numerous than the dissimilar words. In other experiments the
+arrangement was that two different lists were read and that in the two
+lists a larger or smaller number of words were repeated from the first
+list. Here, too, the subjects had to decide from the mere impression
+whether the repeated words were in the majority or not. In every
+experiment the judgment referred to those words which belonged to the
+same group and which were in this sense uniform, or to the repeated
+words, and it had to be stated with reference to them whether their
+number was larger, equal to, or smaller than the different words. If
+all replies had been correct, the judgment would have been 40 per cent
+equal, 30 per cent smaller, and 30 per cent larger, as they were
+arranged in perfect symmetry. As soon as I had the results from the
+students, we figured out for every one what number he judged equal,
+smaller, or greater. Then we divided the equal judgments by 2 and
+added half of them to the larger and half to the smaller judgments. In
+this way we were enabled by one figure to characterize the whole
+tendency of the individual. We found that in the whole student body
+there was a tendency to underestimate the number of the similar or of
+the repeated words. The majority of my students had a stronger
+impression from the varying objects than from those which were in a
+certain sense equal. Yet this tendency appeared in very different
+degrees and for about a fourth of the participants the opposite
+tendency prevailed. They received a stronger impression from the
+uniform ideas.
+
+I had coupled with these experimental tests a series of questions, and
+had asked every subject to express with fullest possible self-analysis
+his practical attitude to monotony in life. Every one had to give an
+account whether in the small habits of life he liked variety or
+uniform repetition. He was asked especially as to his preferences for
+or against uniformity in the daily meals, daily walks, and so on.
+Furthermore he had to report how far he is inclined to stick to one
+kind of work or to alternate his work, how far he welcomes the idea
+that vocational work may bring repetition, and so on. And finally I
+tried to bring the results of these self-observations into relation
+with the results of those experiments. It was here that the opposite
+of the hypothesis which I had presupposed suggested itself to me with
+surprising force. I found that just the ones who perceive the
+repetition least hate it most, and that those who have a strong
+perception of the uniform impressions and who overestimate their
+number are the ones who on the whole welcome repetition in life.
+
+As soon as I had reached this first experimental result, I began to
+see how it might harmonize with known psychological facts. Some years
+ago a Hungarian psychologist[37] showed by interesting experiments
+that if a series of figures is exposed to the eye for a short fraction
+of a second, equal digits are seen only once, and he came to the
+conclusion that equal impressions in such a series inhibit each other.
+In the Harvard laboratory we varied these experiments by eliminating
+the spatial separation of those numbers. In our experiments the digits
+did not stand side by side, but followed one another very quickly in
+the same place.[38] Similar experiments we made with colors and so on.
+Here, too, we found that quickly succeeding equal or very similar
+impressions have a tendency to inhibit each other or to fuse with
+each other. Where such an inhibition occurs, we probably ought to
+suppose that the perception of the first impression exhausts the
+psychical disposition for this particular mental experience. The
+psychophysical apparatus becomes for a moment unable to arouse the
+same impression once more.
+
+The above described new experiments suggest to me that this inhibition
+of equal or similar impressions is found unequally developed in
+different individuals. They possess a different tendency to temporary
+exhaustion of psychophysical dispositions. There are evidently persons
+who after they have received an impression are unable immediately to
+seize the same impression again. Their attention and their whole inner
+attitude fails. But there are evidently other persons for whom, on the
+contrary, the experience of an impression is a kind of inner
+preparation for arousing the same or a similar impression. In their
+case the psychophysical dispositions become stimulated and excited,
+and therefore favor the repetition. If, as in our experiments, the
+task is simply to judge the existence of equal or similar impressions
+without any strain of attention, the one group of persons must
+underestimate the number of the equal impressions because many words
+are simply inhibited in their minds and remain neglected, the other
+groups of persons must from their mental dispositions overestimate the
+number of similar words. From here we have to take one step more. If
+these two groups of persons have to perform a task in which it is
+necessary that not a single member of a series of repetitions be
+overlooked, it is clear that the two groups must react in a very
+different way. Now a perfect perception of every single member is
+forced on them. Those who grasp equal impressions easily, and who are
+prepared beforehand for every new repetition by their inner
+dispositions, will follow the series without strain and will
+experience the repetition itself with true satisfaction. On the other
+hand, those in whom every impression inhibits the readiness to receive
+a repetition, and whose inner energy for the same experience is
+exhausted, must feel it as a painful and fatiguing effort if they are
+obliged to turn their attention to one member after another in a
+uniform series. This mental torture is evidently the displeasure which
+such individuals call the dislike of monotony in their work. Whether
+this theoretical view is correct, we have to determine by future
+studies. In our Harvard laboratory we have now proceeded from such
+preparatory mass experiments to subtle investigations on a small
+number of persons well trained in psychological self-observation with
+whom the conditions of the experiment can be varied in many
+directions.[39]
+
+It would seem probable that such experiments might also win
+psychotechnical significance. A short series of tests which would have
+to be adapted to the special situations, and which for the simple
+wage-earner would have to be much easier than those sketched above,
+would allow it to be determined beforehand whether an individual will
+suffer from repetition in work. Even if we abstract from arguments of
+social reform and consider exclusively the economic significance, it
+must seem important that labor which involves much repetition be
+performed by men and women whose mental dispositions favor an easy
+grasp of successive uniform impressions. Experimentation could secure
+the selection of the fit workmen and the complaint of monotony would
+disappear. The same selection could be useful in the opposite
+direction, as many economic occupations, especially in our time of
+automatic machines, demand a quick and often rhythmical transition
+from one activity to another. It is evident that those whose natural
+dispositions make every mental excitement a preparation not for the
+identical but for the contrasting stimulation will be naturally
+equipped for this kind of economic tasks.
+
+
+
+
+XVII
+
+ATTENTION AND FATIGUE
+
+
+The problem of monotony may lead us on to other conditions through
+which attention is hindered and the product of labor thereby
+decreased. The psychologist naturally first thinks of external
+distractions of attention. If he turns to practical studies of the
+actual economic life, he is often decidedly surprised to find how
+little regard is given to this psychophysical factor. In industrial
+establishments in which the smallest disturbance in the machine is at
+once remedied by a mechanic in order that the greatest possible
+economic effect may be secured, frequently nobody takes any interest
+in the most destructive disturbances which unnecessarily occur in the
+subtlest part of the factory mechanism, namely, the attention
+apparatus of the laborers. Such an interference with attention must,
+for instance, be recognized when the workingman, instead of devoting
+himself to one complex function, has to carry out secondary movements
+which appear to be quite easily performed and not to hinder him in his
+chief task. Often his own feeling may endorse this impression. Of
+course the individual differences in this direction are very great.
+The faculty of carrying on at the same time various independent
+functions is unequally distributed and the experiment can show this
+clearly. It is also well known from practical life that some men can
+easily go on dictating to a stenographer while they are affixing their
+signature to several hundred circular letters, or can continue their
+fluent lecture while they are performing experimental demonstrations.
+With others such a side activity continually interrupts the chief
+function. Then some succeed better than others in securing a certain
+automatism of the accessory function to such a point that its special
+acts do not come to consciousness at all. For example, I watched a
+laborer who was constantly engaged in a complicated technical
+performance, and he seemed to give to it his full attention.
+Nevertheless he succeeded in moving a lever on an automatic machine
+which stood near by whenever a certain wheel had made fifty
+revolutions. During all his work he kept counting the revolutions
+without being conscious of any idea of number. A system of motor
+reactions had become organized which remained below the threshold of
+consciousness and which produced only at the fiftieth recurrence the
+conscious psychical impulse to perform the lever movement. Yet whether
+the talent for such simultaneous mastery of independent functions be
+greater or smaller and the demand more or less complex, in every case
+the principal action must be hampered by the side issue. To be sure,
+it may sometimes be economically more profitable to allow the
+hindrance to the chief work in order to save the expense of an extra
+man to do the side work. In most cases, however, such a consideration
+is not involved; it is simply an ignoring of the psychological
+situation. As the accessory work seems easy, its hindering influence
+on other functions is practically overlooked. Psychological laboratory
+experiments have shown in many different directions that simultaneous
+independent activities always disturb and inhibit one another.
+
+We must not forget that even the conversations of the laborers belong
+in this psychophysical class. Where a continuous strain of attention
+has produced a state of fatigue, a short conversation will bring a
+certain relief and relaxation, and the words which the speaker hears
+in reply will produce a general stimulation of psychical energy for
+the moment. Moreover, the mere existence of the social conversational
+intercourse will raise the general emotional mood, and this feeling of
+social pleasure may be the source from which may spring new
+psychophysical powers. Nevertheless the fundamental fact, after all,
+is that any talking during the labor, so far as it is not necessary
+for the work itself, surely involves a distraction of attention. Here,
+too, the individual is not conscious of the effect. He feels certain
+that he can perform his task just as well, and even the piece-worker,
+who is anxious to earn as much as possible, is convinced that he does
+not retard himself by conversation. But the experiments which have
+been carried on in establishments with scientific management speak
+decidedly against such a supposition. A tyrannical demand for silence
+would, of course, be felt as cruelty, and no suggestion of a jail-like
+discipline would be wise in the case of industrial labor, for evident
+psychological reasons. But various factories in rearranging their
+establishments according to the principles of scientific management
+have changed the positions of the workmen so that conversations become
+more difficult or impossible. The result reported seems to be
+everywhere a significant increase of production. The individual
+concentrates his mind on the task with an intensity which seems beyond
+his reach as long as the inner attitude is adjusted to social contact.
+The help which is rendered by the feeling of social coöperation, on
+the other hand, is not removed by the mere abstaining from speaking.
+Interesting psychopedagogical experiments have, indeed, demonstrated
+that working in a common room produces better results than isolated
+activity. This is not true of the most brilliant, somewhat nervous
+school children, who achieve in their own room at home more than in
+the classroom. But for the average, which almost alone is in question
+for life in the factory, the consciousness of common effort is a
+source of psychophysical reinforcement. This evidently remains
+effective when the workingmen can see one another, even if the
+arrangement of the seats precludes the possibility of chatting during
+the work.
+
+However, by far the more important cause of distraction of attention
+lies in those disturbances which come from without. Here again the
+chief interest ought to be attached to those interferences which the
+workman himself no longer feels as such. In a great printing-shop a
+woman who was occupied with work which demanded her fullest attention
+was seated at her task in an aisle where trucking was done. Removing
+this operator to a quiet corner caused an increase of 25 per cent in
+her work.[40] To be sure there are many such disturbances in factory
+life which can hardly be eliminated with the technical means of
+to-day. For instance, the noise of the machines, which in many
+factories makes it impossible to communicate except by shouting, must
+be classed among the real psychological interferences in spite of the
+fact that the laborers themselves usually feel convinced that they no
+longer notice it at all. Still more disturbing are strong rhythmical
+sounds, such as heavy hammer blows which dominate the continuous
+noises, as they force on every individual consciousness a
+psychophysical rhythm of reaction which may stand in strong contrast
+to that of a man's own work. From the incessant inner struggle of the
+two rhythms, the one suggested by the labor, the other by the external
+intrusion, quick exhaustion becomes unavoidable.
+
+If it were our purpose to elaborate a real system of psychological
+economics, we should have to proceed here to a careful study of the
+influences of fatigue on the industrial achievement. We should have to
+discuss the various kinds of fatigue and exhaustion, the conditions of
+restoration, and the whole group of related problems of psychophysics.
+But this is the one field which has been thoroughly ploughed over by
+science and by practical life in the course of the last decades. No
+new suggestion and no new hint of the importance of the problem is
+needed here. Our short discussion was planned to be confined to those
+regions which have not been worked up in systematic investigations
+and for which new devices seemed desirable. Hence we do not reproduce
+here the rich material of facts which the physiologists and
+psychophysicists have brought together in the last half-century, the
+importance of which for industrial labor is perfectly evident.
+Moreover, the practical applications and the insight into the social
+needs have transformed the factories themselves into one big
+laboratory in which the problem of fatigue has been studied by
+practical experiments. The problem of the dependence of fatigue and
+output upon the length of the working day has been tested in
+numberless places with the methods of really exact research, as it was
+easy to find out how the achievement of the laborers became
+quantitatively and qualitatively changed by the shortening of the
+working hours.
+
+When in one civilized country after another the exhaustingly long
+working days of the industrial wage-earner were shortened more and
+more, the theoretical discussions of the legislators and of the social
+reformers were soon supplemented by careful statistical inquiries in
+the factories. It was found that everywhere, even abstracting from all
+other cultural and social interests, a moderate shortening of the
+working day did not involve loss, but brought a direct gain. The
+German pioneer in the movement for the shortening of the workingman's
+day, Ernst Abbé, the head of one of the greatest German factories,
+wrote many years ago that the shortening from nine to eight hours,
+that is, a cutting-down of more than 10 per cent, did not involve a
+reduction of the day's product, but an increase, and that this
+increase did not result from any supplementary efforts by which the
+intensity of the work would be reinforced in an unhygienic way.[41]
+This conviction of Abbé still seems to hold true after millions of
+experiments over the whole globe. But the problem of fatigue has
+forced itself on the consideration of the men of affairs from still
+another side. It has been well known for a long while how intimate the
+relations are between fatigue and industrial accidents. The statistics
+of the various countries and of the various industries do not
+harmonize exactly, but a close connection between the number of
+accidents and the hours of the day can be recognized everywhere.
+Usually the greatest number of injuries occurs between ten and eleven
+o'clock in the forenoon and between three and four o'clock in the
+afternoon. The different distribution of the working hours, and of the
+pauses for the meals, make the various statistical tables somewhat
+incomparable. But it can be traced everywhere that in the first
+working hours in which fatigue does not play any considerable rôle,
+the number of accidents is small, and that this number sinks again
+after the long pauses. It is true that the number also becomes
+somewhat smaller at the end of the forenoon and of the afternoon
+period, but this seems to have its cause in the fact that with growing
+fatigue and with the feeling that the end of the working period is
+near, the rhythm of the activity becomes much slower, and with such
+slower movements the danger of accidents is greatly reduced. In a
+similar way the factories have had to give the fullest attention to
+the fatigue problem in its relation to the distribution of pauses, and
+above all in its relation to the advisable speed of the machines, the
+limits of which are set by the fatigue of the workingmen, and still
+more of the working-women.
+
+The legislatures, the labor unions, and the manufacturers have then
+had this problem of fatigue constantly before their eyes.[42] On the
+other hand, the psychologists and physiologists have continuously
+studied the fatigue and restoration of the muscle system and of the
+central nervous system, and have analyzed the facts with the subtlest
+methods. Yet, in spite of this, it cannot be denied that a real mutual
+enrichment has so far hardly been in question. On the contrary, the
+whole situation has again demonstrated the old experience. The mere
+trying and trying again in practical life can never reach the maximum
+effects which may be secured by systematic, scientifically conducted
+efforts. On the other side the studies of the theoretical scholars can
+never yield the highest values for civilization if the problems which
+offer themselves in practical life are ignored. The theorists have to
+prepare the ground, and in this preparatory work they must, indeed,
+remain utterly regardless of any practical situations. But after that
+a second stage must be reached at which on the foundation of this
+neutral research special theoretical investigations are undertaken
+which originate from practical conditions. As long as industrial
+managers have no contact with the experiments of the laboratory and
+the experimentalists are shy of any contact with the industrial
+reality, humanity will pass through social suffering. The hope of
+mankind will be realized by the mutual fertilization of knowing and
+doing.
+
+The practical efforts of the factories have, indeed, not yet reached
+the point at which the greatest possible achievement which can be
+reached without over-fatigue may be secured. We called the
+abbreviation of the working day an experimental scheme. The question
+of reducing the working hours is so simple that no further special
+experiments are needed. But when we come to the questions of the
+pauses at work, the speed of work and similar factors related to
+fatigue, the situation is by far more complicated, and the often
+capricious changes in the plant have very little in common with a
+systematic experiment. Some well-known studies of the efficiency
+engineers clearly demonstrate the possibility of such systematic
+efforts. The best-known case is probably Taylor's study of the
+pig-iron handlers of the Bethlehem Steel Company. He found that the
+gang of 75 men was loading on the average about 12-1/2 tons per man
+per day. When he discussed with various managers the question of what
+output would be the possible maximum, they agreed that under premium
+work, piecework, or any of the ordinary plans for stimulating the men,
+an output of 18 to 25 tons would be the extreme possibility. Then he
+proceeded to a systematic study of the fatigue in its relation to the
+burden and of the best possible relation between working time and
+resting time. His first efforts to find formulas were unsuccessful,
+because he calculated only the actual mechanical energy exerted and
+found that some men were tired after exerting energy of 1/8 hp., while
+others seemed to be able to produce the energy of 1/2 hp. without
+greater fatigue. But soon he discovered the mistake in his figures.
+He had considered only the actual movements, and had neglected the
+period in which the laborer was not moving and was not exerting
+energy, but in which a weight was pulling his arms and demanding a
+corresponding muscular effort. As soon as this muscular achievement
+was taken into account, too, he found that for each particular weight
+a definite relation exists between the time that a man is under a
+heavy load and the time of rest. For the usual loads of 90 pounds, he
+found that a first-class laborer must not work more than 43 per cent
+of time working day and must be entirely without load 57 per cent. If
+the load becomes lighter, the relation is changed. If the workman is
+handling a half pig weighing 46 pounds, he can be under load 58 per
+cent of the day and only has to rest during 42 per cent.[43]
+
+As soon as these figures were experimentally secured, Taylor selected
+fit men, and did not allow them to lift and to carry the loads as they
+pleased, but every movement was exactly prescribed by foremen who
+timed exactly the periods of work and rest. If he had simply promised
+his men a high premium in case they should carry more than the usual
+12 tons a day, they would have burdened themselves as heavily as
+possible and would have carried the load as quickly as possible, thus
+completely exhausting themselves after three or four hours of labor.
+In spite of such senseless exaggeration of effort in the first hours,
+the total output for the day would have been relatively small. Now the
+foremen determined exactly when every individual should lift and move
+the load and when he should sit quietly. The result was that the men,
+without greater fatigue, were able to carry 47-1/2 tons a day instead
+of the 12-1/2 tons. Their wages were increased 60 per cent. Such a
+trivial illustration demonstrates very clearly the extreme difference
+between an increase of the economic achievement by scientific,
+experimental investigation and a mere enforcing of more work by
+artificially whipping-up the mind with promises of extraordinary
+wages. Yet even such rules as the scientific management engineers have
+formed, may be elaborated to more lasting prescriptions as soon as the
+purely psychological factors are brought more into the foreground and
+are approached with the careful analysis of the experimental
+psychologist.
+
+Such a systematic psychological inquiry is the more important for
+questions of fatigue, as we know that the subjective feeling of
+displeasure in fatigue is no reliable measure for the objective
+fatigue, that is, for the real reduction of the ability for work.
+Daily experience teaches us how easily some people overstep the limits
+of normal fatigue, and in extreme cases even come to a nervous
+breakdown because nature did not protect them by the timely appearance
+of strong fatigue feelings. On the other hand, we find many men and
+still more women who feel tired even after a small exertion, because
+they did not learn early to inhibit the superficial feelings of
+fatigue, or because the sensations of fatigue have in fact a certain
+abnormal intensity in their case. The question how far the
+psychophysical apparatus has really been exhausted by a certain effort
+must be answered with the help of objective research and not on the
+basis of mere subjective feelings. But such objective measurements
+demand systematic experiments in the laboratory.
+
+The experiments which really have been carried on in the laboratory as
+yet, as far as they were not merely physiological, have on the whole
+been confined to so-called mental labor, and were essentially devoted
+to problems of school instruction or medical diagnosis. We have no
+doubt excellent experiments which are devoted to the study of the
+individual differences of exhaustion, fatigue, exhaustibility, ability
+to recover the lost energy, ability to learn from practice, and so on,
+but they are still exclusively adjusted to the needs of the
+school-teacher and of the nerve specialist and would hardly be
+immediately useful to the manager of a factory. We shall need a long
+careful series of investigations in order to determine how far those
+manifold results from experiments with memory work, thought work,
+writing work, and so on can be applied to the work which the
+industrial laborer is expected to perform.
+
+
+
+
+XVIII
+
+PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER
+
+
+The increase and decrease of the ability to do good work depends of
+course not only upon the direct fatigue from labor and the pauses for
+rest; a large variety of other factors may lead to fluctuations which
+are economically important. The various hours of the day, the seasons
+of the year, the atmospheric conditions of weather and climate, may
+have such influence. Some elements of this interplay have been cleared
+up in recent years. Just as the experiments of pedagogical psychology
+have determined the exact curve of efficiency during the period of an
+hour in school, so other investigations have traced the typical curve
+of psychical efficiency throughout the day and the year. Sociological
+and criminological statistics concerning the fluctuations in the
+behavior of the masses, common-sense experience of practical life, and
+finally, economic statistics concerning the quantity and quality of
+industrial output in various parts of the day and of the year, have
+supplemented one another. The systematic assistance of the
+psychological laboratory, however, has been confined to the
+educational aspect of the problem. Psychological experiments have
+determined how the achievement of the youth in the schoolroom changes
+with the months of the year and the hours of the day. It seems as if
+it could not be difficult to secure here, too, a connection between
+exact experiment and economic work. Much will have to be reduced to
+individual variations. The laboratory has already confirmed the
+experience of daily life that there are morning workers whose
+strongest psychophysical efficiency comes immediately after the
+night's rest, while the day's work fatigues them more and more; and
+that there are evening workers who in the morning still remain under
+the after effects of the night's sleep, and who slowly become fresher
+and fresher from the stimuli of the day. It would seem not impossible
+to undertake a systematic selection of various individuals under this
+point of view, as different industrial tasks demand a different
+distribution of efficiency between morning and night.
+
+Such a selection and adjustment may be economically still more
+important with reference to the fluctuations during the course of the
+year. Economic inquiries, for instance, have suggested that younger
+and older workingmen who ordinarily show the same efficiency become
+unequal in their ability to do good work in the spring months, and the
+economists have connected this inequality with sexual conditions. But
+other factors as well, especially the blood circulation of the
+organism and the resulting reactions to external temperature,
+different gland activities, and so on, cause great personal
+differences in efficiency during the various seasons of the year.
+Inasmuch as we know many economic occupations in which the chief
+demand is made in one or another period of the year, a systematic
+study of these individual variations might be of high economic value,
+where large numbers are involved, and might contribute much to the
+individual comfort of the workers. But a constant relation to day and
+year also seems to exist independent of all personal variations. When
+the sun stands at its meridian, a minimum of efficiency is to be
+expected and a similar minimum is to be found at the height of summer.
+Correspondingly we have an increase of the total psychical efficiency
+in winter-time. During the spring-time the behavior seems, as far as
+the investigations go, to be different in the intellectual and in the
+psychomotor activities. It is claimed that the efficiency of the
+intellectual functions decreases as the winter recedes, but that the
+efficiency of psychomotor impulses increases.[44]
+
+The influences of the daily temperature, of the weather and of the
+seasons may be classed among the physical conditions of efficiency. We
+may group with them the effects of nourishment, of stimulants, of
+sleep, and so on. As far as the relations between these external
+factors and purely bodily muscle work are involved, the interests of
+the psychologists are not engaged. But it is evident that every one of
+these relations also has its psychological aspect, and that a really
+scientific psychotechnical treatment of these problems can become
+possible only through the agency of psychological experiments. We have
+excellent experimental investigations concerning the influence of the
+loss of sleep on intellectual labor and on simple psychomotor
+activities. But it would be rather arbitrary to deduce from the
+results of those researches anything as to the effect of reduction of
+sleep on special economic occupations. Yet such knowledge would be of
+high importance. We have in the literature concerned with accidents in
+transportation numerous popular discussions about the destructive
+influence of loss of sleep on the attention of the locomotive engineer
+or of the helmsman or of the chauffeur, but an analysis of the
+particular psychophysical processes does not as yet exist and can be
+expected only from systematic experiments. Nor has the influence of
+hunger on psychotechnical activities been studied in a satisfactory
+way.
+
+A number of psychological investigations have been devoted to the
+study of the influence of alcohol on various psychical functions and
+in this field at least the strictly economic problem of industrial
+labor has sometimes been touched. We have the much quoted and much
+misinterpreted experiments [45] which were carried on in Germany with
+typesetters. The workmen received definite quantities of heavy wine at
+a particular point in the work and the number of letters which they
+were able to set during the following quarter-hours were measured and
+compared with their normal achievement in fifteen minutes. The
+reduction of efficiency amounted on the average to 15 per cent of the
+output. It may be mentioned that the loss referred only to the
+quantity of the work and not at all to the quality. The well-known
+subjective illusory feeling of the subjects was not lacking; they
+themselves believed that the wine had reinforced their working power.
+As soon as such experiments are put into the service of economic life,
+they will have to be carried on with much more accurate adjustment to
+the special conditions, with subtler gradation of the stimuli, and
+especially with careful study of individual factors. But at first it
+seems more in the interest of the practical task that the extremely
+complicated problem of the influence of alcohol be followed up by
+purely theoretical research in the laboratory in order that the effect
+may be resolved into its various components. We must first find the
+exact facts concerning the influence of alcohol on elementary
+processes of mental life, such as perception, attention, memory, and
+so on, and this will slowly prepare the way for the complete economic
+experiment.
+
+At present the greatest significance for the economic field may be
+attached to those alcohol experiments which dealt with the
+apprehension of the outer world. They proved a reduction in the
+ability to grasp the impressions and a narrowing of the span of
+consciousness. The indubitable decrease of certain memory powers, of
+the acuity in measuring distance, of the time estimation, and similar
+psychical disturbances after alcohol, must evidently be of high
+importance for industry and transportation, while the well-known
+increase of the purely sensory sensibility, especially of the visual
+acuity after small closes of alcohol, hardly plays an important rôle
+in practical life. The best-known and experimentally most studied
+effect of alcohol, the increase of motor excitability, also evidently
+has its importance for industrial achievements. It cannot be denied
+that this facility of the motor impulses after small doses of alcohol
+is not a real gain, which might be utilized economically, but is
+ultimately an injury to the apparatus, even if we abstract from the
+retardation of the reaction which comes as an after-effect. The
+alcoholic facilitation, after all, reduces the certainty and the
+perfection of the reaction and creates conditions under which wrong,
+and this in economic life means often dangerous, motor responses
+arise. The energy of the motor discharge suffers throughout from the
+alcohol.
+
+Some experiments which were recently carried on with reference to the
+influence of alcohol on the power of will seem to have especial
+significance for the field of economic activity. The method applied in
+the experiment was the artificial creation of an exactly measurable
+resistance to the will-impulse directed toward a purpose. The
+experiment had to determine what power of resistance could be overcome
+by the will and how far this energy changes under the influence of
+alcohol. For this end combinations of meaningless syllables were
+learned and repeated until they formed a close connection in memory.
+If one syllable was given, the mechanical tendency of the mind was to
+reproduce the next syllable in the memorized series. The
+will-intention was then directed toward breaking this memory type. For
+instance, it was demanded, when a syllable was called, that the
+subject should not answer with the next following syllable, but with a
+rhyming syllable. This will-impulse easily succeeded when the
+syllables to be learned had been repeated only a few times, while
+after a very frequent repetition the memory connection offered a
+resistance which the simple will-intention could not break. The
+syllable which followed in the series rushed to the mind before the
+intention to seek a rhyming syllable could be realized. The number of
+repetitions thus became a measure for the power of the will. After
+carrying out these experiments at first under normal conditions, they
+were repeated while the subjects were under the influence of exactly
+graded doses of alcohol.[46] From such simple tasks the experiment was
+turned to more and more complex ones of similar structure. All
+together they showed clearly that the alcohol did not influence the
+ability to make the will effective and that the actual decrease of
+achievement results from a decrease in the ability to grasp the
+material. As long as the alcohol doses are small, this feeling of
+decreased ability stirs up a reinforcement in the tension of the
+will-impulse. This may go to such an extent that the increased
+will-effort not only compensates for the reduced understanding, but
+even over-compensates for it, producing an improvement in the mental
+work. But as soon as the alcohol doses amount to about 100 cubic
+centimeters, the increased tension of the will is no longer sufficient
+to balance the paralyzing effect in the understanding. Yet it must not
+be overlooked that in all these experiments only isolated will acts
+were in question which were separated from one another by pauses of
+rest. Evidently, however, the technical laborer is more often in a
+situation in which not isolated impulses, but a continuous tension of
+the will is demanded. How far such an uninterrupted will-function is
+affected by alcohol has not as yet been studied with the exact means
+of the experiment.
+
+To be sure an obvious suggestion would be that the whole problem, as
+far as economics, and especially industry, are concerned, might be
+solved in a simpler way than by the performance of special
+psychological experiments, namely, by the complete elimination of
+alcohol itself from the life of the wage-earner. The laboratory
+experiment which seems to demonstrate a reduction of objective
+achievement in the case of every important mental function merely
+supplements in exact language the appalling results indicated by
+criminal statistics, disease statistics, and inheritance statistics.
+It seems as if the time had come when scientists could not with a good
+conscience suggest any other remedy than the merciless suppression of
+alcohol. Indeed, there can be no doubt that alcohol is one of the
+worst enemies of civilized life, and it is therefore almost with
+regret that the scientist must acknowledge that all the psychological
+investigations, which have so often been misused in the partisan
+writings of prohibitionists, are not a sufficient basis to justify the
+demand for complete abstinence.
+
+First, newer experiments make it very clear that many of the so-called
+effects of alcohol which the experiment has demonstrated are produced
+or at least heightened by influences of suggestion. Experiments which
+have been carried on in England for the study of that point show
+clearly that certain psychical disturbances which seem to result from
+small doses of alcohol fail to appear as soon as the subject does not
+know that he has taken alcohol. For that purpose it was necessary to
+eliminate the odor, and this was accomplished by introducing the
+beverages into the organism by a stomach pump. When by this method
+sometimes water and sometimes diluted alcohol was given without the
+knowledge of the subject, the usual effects of small doses of alcohol
+did not arise. But another point is far more important. We may take it
+for granted that alcohol reduces the ability for achievement as soon
+as such very small doses are exceeded. But from the standpoint of
+economic life we have no right to consider a reduction of the
+psychical ability to produce work as identical with a decrease in the
+economic value of the personality. Such a view would be right if the
+influence necessarily set in at the beginning of the working period.
+But if, for instance, a moderate quantity of beer is introduced into
+the organism after the closing of the working day, it would certainly
+produce an artificial reduction of the psychical ability, and yet this
+decrease of psychophysical activity might be advantageous to the total
+economic achievement of the workingman in the course of the week or
+the year. To be sure the glass of beer in the evening paralyzes
+certain inhibitory centres of the brain and therefore puts the mind
+out of gear, but such a way of expressing it may easily be misleading,
+as it suggests too much that a real injury is done. From the point of
+view of scientific psychology, we must acknowledge that such a
+paralyzing effect in certain parts of the psychophysical system sets
+in with every act of attention and reaches its climax in sleep, which
+surely does no harm to the mind. It may be thoroughly advantageous for
+the total work of the normal, healthy, average workingman if the after
+effects of the motor excitement of the day are eliminated by a mild,
+short alcoholic poisoning in the evening. It may produce that
+narrowing and dulling of consciousness which extinguishes the cares
+and sorrows of the day and secures the night's sleep, and through it
+increased efficiency the next morning. Systematic experiments with
+exact relation to the various technical demands must slowly bring real
+insight into this complex situation. The usual hasty generalization
+from a few experiments with alcohol for partisan interests is surely
+not justified in the present unsatisfactory state of knowledge.[47]
+
+Perhaps we know still less of the influences which coffee, tea,
+tobacco, sweets, and so on exert on the life of the industrial worker.
+It will be wise to resolve these stimuli in daily use into their
+elements and to study the effects of each element in isolated form. To
+know, for instance, the effects of caffein on the psychophysical
+activities does not mean to know the effects of tea or coffee, which
+contain a variety of other substances besides the caffein, substances
+which may be supposed to modify the effect of the caffein. Yet the
+first step must in this case be the study of the effects of the
+isolated caffein, before the total influences of the familiar
+beverages can be followed up. An excellent investigation of this
+caffein effect on various psychological and psychomotor functions has
+recently been completed.[48] When the caffein effect on tapping
+movements was studied, it was found that it works as a stimulation,
+sometimes preceded by a slight initial retardation. It persists from
+one to two hours after doses of from one to three grains and as long
+as four hours after doses of six grains. The steadiness test showed a
+slight nervousness after several hours after doses of from one to four
+grains. After six grains there is pronounced unsteadiness. A complex
+test in coördination indicated that the effect of small, amounts of
+caffein is a stimulation and that of large amounts a retardation.
+Correspondingly the speed of performance in typewriting is heightened
+by small doses of caffein and retarded by larger doses. In both cases
+the quality of the performance as measured by the number of errors is
+superior to the normal result.
+
+The influences of the physiological stimulants have many points of
+contact with the effects of social entertainment, the significance of
+which for the economic life is still rather unknown in any exact
+detail. Many factories in which the labor is noiseless, as in the
+making of cigars, have introduced gramophone music or reading aloud,
+and it is easy to understand theoretically that a certain animating
+effect results, which stimulates the whole psychophysical activity But
+only the experiment would be able to decide how this stimulation is
+related, for instance, to the distraction of attention, which is
+necessarily involved, or how it influences various periods of the work
+and various types of work, how far it is true that the musical key
+exerts an exciting or relaxing influence, what intensity and what
+local position, what rhythm and what duration of such ĉsthetic
+stimuli, would bring the best possible economic results. We all have
+read of the favorable effects which were secured in a factory when a
+cat was brought into every working-room in which women laborers were
+engaged in especially fatiguing work. The cat became a living toy for
+the employees, which stimulated their social consciousness. In not a
+few plants the reinforced achievement is explained by the social means
+of entertainment, which have been introduced under the pressure of
+modern philanthropic ideas. The lounging-rooms with the newspapers and
+periodicals the clubrooms with libraries, the excursions and dances
+and patriotic festivities, fill up the reservoir of psychophysical
+energies. As a matter of course all the social movements which enhance
+the consciousness of solidarity among the laborers and the feeling of
+security as to their future development in their career have a similar
+effect of reinforcing the normal psychical achievement.
+
+As the strongest factor, finally, the direct material interest must
+be added to these conditions. The literature of political economy is
+full of discussions of the effect of increase of wages, of the payment
+of bonuses and premiums, of piece-wages, of promised pensions, and, as
+far as Europe is concerned, of state insurance. In short, the whole
+individual financial situation in its relation to the psychophysical
+achievement of the wage-earner is a favorite topic of economic
+inquiry. We cannot participate here in these inexhaustible
+discussions, because all these questions are to-day still so endlessly
+far from the field of psychological experiments. Nevertheless we ought
+not to forget the experience through which general experimental
+psychology has gone in the last few decades. When the first
+experiments were undertaken in order to deal systematically with the
+mental life, the friends of this new science and its opponents agreed,
+on the whole, in the belief that certainly only the most elementary
+phenomena of consciousness, the sensations and the reactions of
+impulses, would be accessible to the new method. The opponents
+naturally compared this modest field with the great problems of the
+mental totality, and therefore ridiculed the new narrow task as
+unimportant. The friends, on the other hand, were eager to follow the
+fresh path, because they were content to gain real exactitude by the
+experiment at least in these simplest questions. Yet as soon as the
+new independent workshops were established for the young science, it
+was discovered that the method was able to open fields in which no one
+had anticipated its usefulness. The experiments turned to the problems
+of attention, of memory, of imagination, of feeling, of judgment, of
+character, of ĉsthetic experience and so on. It is not improbable that
+the method of the economic psychological experiment may also quickly
+lead beyond the more elementary problems, as soon as it is
+systematically applied, and then it, too, may conquer regions of
+inquiry in which to-day no exact calculation of the psychological
+factors seems possible.
+
+If such an advance is to be a steady one, the economic psychologist
+will emancipate himself from the chance question of what problems are
+at this moment important for commerce and industry and will proceed
+systematically step by step from those results which the psychological
+laboratory has yielded under the non-economic points of view. Many
+previous psychological or psychophysical inquiries almost touch the
+problems of industrial achievement. For instance, the experiments on
+imitation, which psychophysicists have carried on in purely
+theoretical or pedagogical interests, move parallel to industrial
+experiences. It is well known that the pacemaker plays his rôle not
+only in the field of sport but also in the factory. The rhythm of one
+laborer gains controlling importance for the others, who instinctively
+imitate him. Some plants even have automatically working machines with
+the special intention that the sharp rhythm of these lifeless
+forerunners shall produce an involuntary imitation in the
+psychophysical system. In a similar way many laboratory investigations
+on suggestion and suggestibility point to such economic processes, and
+it seems to me that especially the studies on the influence of the
+ideas of purpose which are being undertaken nowadays in many
+psychological laboratories may easily be connected with the problems
+of economic life. We know how the consciousness of the task to be
+performed has an organizing influence on the system of those
+psychophysical acts which lead to the goal. The experiment has shown
+under which conditions this effect can be reinforced and under which
+reduced. Pedagogical experiments have also shown exactly what
+influence belongs to the consciousness of the approach to the end of
+work; the feeling of the nearness of the close heightens the
+achievement, even of the fatigued subject. It would not be difficult
+to connect psychophysical experiments of this kind with the problems
+of the task and bonus system, which is nowadays so much discussed in
+industrial life. The practical successes seem to prove that the
+individual can do more with equal effort if he does not stand before
+an unlimited mass of work of which he has to do as much as possible in
+the course of the day, but if he is before a definitely determined,
+limited task with the demand that he complete it in an exactly
+calculated time. Scientific management has made far-reaching use of
+this principle, but whether constant results for the various
+industries can be hoped for from such methods must again be
+ascertained by the psychological experiment.
+
+These hopes surely will not weaken the interest of the psychologist
+for those many psychological methods which lie outside of the
+experimental research. A sociologist, who himself had been a laborer
+in his earlier life, undertook in Germany last year an inquiry into
+the psychological status of the laborers' achievement by the
+questionnaire method.[49] He sent to 8000 workingmen in the mining
+industries, textile industries, and metal industries, blanks
+containing 26 questions, and received more than 5000 replies. The
+questions referred to the pleasure and interest in the work, to
+preferences, to fatigue, to the thoughts during the work, to the
+means of recreation, to the attitude toward the wages, to the
+emotional situation, and so on. The 5000 answers allowed manifold
+classifications. The various mental types of men could be examined,
+the influence of the machine, the attitude toward monotony, the
+changes of pleasure and interest in the work with the age of the
+laborer, the time at which fatigue becomes noticeable, and so on. Many
+psychological elements of industrial life thus come to a sharp focus
+and the strong individual differences could not be brought out in a
+more characteristic way. Yet, all taken together, even such a careful
+investigation on a psychostatistical basis strongly suggests that a
+few careful experimental investigations could lead further than such a
+heaping-up of material gathered from men who are untrained in
+self-observation and in accurate reports, and above all who are
+accessible to any kind of suggestion and preconceived idea. The
+experimental method is certainly not the only one which can contribute
+to reforms in industrial life and the reinforcement of industrial
+efficiency, but all signs indicate that the future will find it the
+most productive and most reliable.
+
+
+
+
+PART III
+
+THE BEST POSSIBLE EFFECT
+
+
+
+
+XIX
+
+THE SATISFACTION OF ECONOMIC DEMANDS
+
+
+Every economic function comes in contact with the mental life of man,
+first from the fact that the work is produced by the psyche of
+personalities. This gave us the material for the first two parts of
+our discussion. We asked what mind is best fitted for the particular
+kind of work, and how the mind can be led to the best output of work.
+But it is evident that the real meaning of the economic process
+expresses itself in an entirely different contact between work and
+mind. The economic activity is separated from all other processes in
+the world, not by the fact that it involves labor and achievement by
+personalities, but by the fact that this labor satisfies a certain
+group of human desires which we acknowledge as economic. The mere
+performance of labor, with all the psychical traits of attention and
+fatigue and will-impulses and personal qualities, does not in itself
+constitute anything of economic value. For instance, the sportsman
+who climbs a glacier also performs such a fatiguing activity which
+demands the greatest effort of attention and will; and yet the
+psychotechnics of sport do not belong in economic psychology, because
+this mountain climbing does not satisfy economic desires. The ultimate
+characteristic which designates an activity as economic is accordingly
+a certain effect on human souls. The whole whirl of the economic world
+is ultimately controlled by the purpose of satisfying certain
+psychical desires. Hence this psychical effect is still more
+fundamental for the economic process than its psychical origin in the
+mental conditions of the worker. The task of psychotechnics is
+accordingly to determine by exact psychological experiments how this
+mental effect, the satisfaction of economic desires, can be secured in
+the quickest, in the easiest, in the safest, in the most enduring, and
+in the most satisfactory way.
+
+But we must not deceive ourselves as to the humiliating truth that so
+far not the slightest effort has been made toward the answering of
+this central scientific question. If the inquiry into the psychical
+effects were really to be confined to this problem of the ultimate
+satisfaction of economic desires, scientific psychology could not
+contribute any results and could not offer anything but hopes and
+wishes for the future. At the first glance it might appear as if just
+here a large amount of literature exists; moreover, a literature rich
+in excellent investigations and ample empirical material. On the one
+side the political economists, with their theories of economic value
+and their investigations concerning the conditions of prices and the
+development of luxury, the calculation of economic values from
+pleasure and displeasure and many similar studies, have connected the
+economic processes with mental life; on the other side the
+philosophers, with their theories of value, have not confined
+themselves to the ethical and ĉsthetic motives, but have gone deeply
+into the economic life too. While such studies of the economists and
+of the philosophers are chiefly meant to serve theoretical
+understanding, it might seem easy to deduce from them technical
+practical prescriptions as well. If we know that under particular
+conditions certain demands will be satisfied, we draw the conclusion
+that we must realize those conditions whenever such demands are to be
+satisfied. The theoretical views of the economists and of the
+philosophers of value might thus be directly translated into
+psychotechnical advice.
+
+As soon as we look deeper into the situation, we must recognize that
+this surface impression is entirely misleading. Certainly whenever
+the philosophers or political economists discuss the problems of value
+and of the satisfaction of human demands, they are using psychological
+terms, but the whole meaning which they attach to these terms,
+feeling, emotion, will, desire, pleasure, displeasure, joy, and pain,
+is essentially different from that which controls the causal
+explanations of scientific psychology. We cannot enter into the real
+fundamental questions here, which are too often carelessly ignored
+even in scientific quarters. Too often psychology is treated, even by
+psychologists, as if it covered every possible systematic treatment of
+inner experience, and correspondingly outsiders like the economists
+fancy that they are on psychological ground and are handling
+psychological conceptions as soon as they make any statements
+concerning the inner life. But if we examine the real purposes and
+presuppositions of the various sciences, we must recognize that the
+human experience can be looked on from two entirely different points
+of view. Only from one of the two does it present itself as
+psychological material and as a fit object for psychological study.
+From the other point of view, which is no less valuable and no less
+important for the understanding of our inner life, human experience
+offers itself as a reality with which psychology as such has nothing
+to do, even though it may be difficult to eliminate the usual
+psychological words.
+
+The psychologist considers human experience as a series of objects for
+consciousness. All the perceptions and memory ideas and imaginative
+ideas and feelings and emotions, are taken by him as mental objects of
+which consciousness becomes aware, and his task is to describe and to
+explain them and to find the laws for their succession. He studies
+them as a naturalist studies the chemical elements or the stars. It
+makes no difference whether his explanation leads him to connect these
+mental contents with brain processes as one theory proposes, or with
+subconscious processes as another theory suggests. The entirely
+different aspect of inner life is the one which is most natural in our
+ordinary intercourse. Whenever we give an account of our inner life or
+are interested in the experience of our friends, we do not consider
+how their mental experiences as such objective contents of
+consciousness are to be described and explained, but we take them as
+inner actions and attitudes toward the world, and our aim is not to
+describe and to explain them but to interpret and to understand them.
+We do not seek their elements but their meaning, we do not seek their
+causes and effects but their inner relations and their inner
+purposes. In short, we do not take them at all as objects but as
+functions of the subject, and our dealing with them has no similarity
+to the method of the naturalist.
+
+This method of practical life in which we seek to express and to
+understand a meaning, and relate every will-act to its aim, is not
+confined to the mere popular aspect; it can lead to very systematic
+scholarly treatment. It is exactly the treatment which is fundamental
+in the case of all history, for example, or of law, or of logic. That
+is, the historian makes us understand the meaning of a personality of
+the past and is really interested in past events only as far as human
+needs are to be interpreted. It would be pseudo-psychology, if we
+called such an account in the truly historical spirit a psychological
+description and explanation. The student of law interprets the meaning
+of the will of the legislator; he does not deal with the idea of the
+law as a psychological content. And the logician has nothing to do
+with the idea as a conscious object in the mind; he asks as to the
+inner relations of it and as to the conclusions from the premises. In
+short, wherever historical interpretations or logical deductions are
+needed, we move on in the sphere of human life as it presents itself
+from the standpoint of immediate true experience without artificially
+moulding it into the conceptions of psychology. On the other hand, as
+soon as the psychological method is applied, this immediate life
+meaning of human experience is abandoned, and instead of it is gained
+the possibility of considering the whole experience as a system of
+causes and effects. Mental life is then no longer what it is to us in
+our daily intercourse, because it is reconstructed for the purposes of
+this special treatment, just as the water which we drink is no longer
+our beverage if we consider it under the point of view of chemistry as
+a combination of hydrogen and oxygen. Hence we have not two statements
+one of which is true and the other ultimately untrue; on the contrary,
+both are true. We have a perfect right to give the value of truth to
+our experience with water as a refreshing drink, and also to the
+formula of the chemist. With a still better right we may claim that
+both kinds of mental experience are equally true. Hence not a word of
+objection is raised against the discussions of the historians and the
+philosophers, if we insist that their so-called psychology stands
+outside of the really descriptive and explanatory account of mental
+life, and is therefore not psychology in the technical sense of the
+word.
+
+It is this historical attitude which controls all the studies of the
+political economists. They speak of the will-acts of the individuals
+and of their demands and desires and satisfactions, but they do not
+describe and explain them; they want to interpret and understand them.
+They may analyze the motives of the laborer or of the manufacturer,
+but those motives and impulses interest them not as contents of
+consciousness, but only as acts which are directed toward a goal. The
+aim toward which these point by their meaning, and not the elements
+from which they are made up or their causes and effects, is the
+substance of such economic studies. For such a subjective account of
+the meaning of actions the only problem is, indeed, the correct
+understanding and interpretation, and the consistent psychologist who
+knows that it is not his task to interpret but to explain has no right
+to raise any questions here. It is, therefore, only a confusing
+disturbance, if a really psychological, causal explanation is mixed
+into the interpretation of such a system of will-acts and purposes. It
+is true we find this confusion in many modern works on economics.
+Economists know that a scientific explanatory study of the human mind
+exists, and they have a vague feeling that they have no right to
+ignore this real psychology, instead of recognizing that the
+psychology really has nothing to do with their particular problem. The
+result is that they constantly try to discuss the impulses and
+instincts, the hunger and thirst and sexual desire, and the higher
+demands for fighting and playing and acquiring, for seeking power and
+social influence, as a psychologist would discuss them, referring them
+to biological and physiological conditions and explaining them
+causally. Yet as soon as they come to their real problems and enter
+into the interpretation and meaning of these economic energies, they
+naturally slide back into the historical, economic point of view and
+discuss the economic relations of men without any reference to their
+psychologizing preambles. The application of the psychological,
+scientific method to the true economic experience is therefore not
+secured at all in this way. The demands and volitions which they
+disentangle are not the ones which the psychophysiologist studies,
+because they are left in their immediate form of life reality. They
+are accordingly inaccessible to the point of view of experimental
+psychology, and nothing can be expected from such interpretative
+discussions of the economists for the psychotechnics at which the
+psychologist is aiming. Even where the political economists deal with
+the problems of value in exact language, nothing is gained for the
+kind of insight for which the psychologist hopes, and the
+psychologists must therefore go on with their own methods, if they
+are ever to reach a causal understanding of the means by which a
+satisfaction of the economic demands may be effected.
+
+So far the psychologists have not even started to examine these
+economic feelings, demands, and satisfactions with the means of
+laboratory psychology. Hence no one can say beforehand how it ought to
+be done and how to gain access to the important problems, inasmuch as
+the right formulation of the problem and the selection of the right
+method would here as everywhere be more than half of the solution. It
+must be left to the development of science for the right
+starting-point and the right methods to be discovered. Sometimes, to
+be sure, the experiment has at least approached this group of economic
+questions. For instance, the investigations of the so-called
+psychophysical law have often been brought into contact with the
+experiences of ownership and acquirement. The law, well known to every
+student of psychology, is that the differences of intensity in two
+pairs of sensations are felt as equal, when the two pairs of stimuli
+are standing in the same relation. The difference between the
+intensities of the light sensations from 10 candles and 11 candles is
+equal to that from 50 candles and 55 candles, from 100 candles and
+110, from 500 candles and 550: that is, the difference of one
+additional candle between 10 and 11 appears just as great as the
+difference of 50 candles between 500 and 550. The psychologists have
+claimed that in a corresponding way the same feeling of difference
+arises when the amounts of possessions stand in the same relation.
+That is, the man who owns $100 feels the gain or loss of $1 as much as
+one who owns $100,000 feels the gain or loss of $1000. Not the
+absolute amount of the difference, but the relative value of the
+increase or decrease is the decisive influence on the psychological
+effect. Some experimental investigations concerning feelings have also
+come near to the economic boundaries. The study of the contrast
+feelings and of the relativity of feelings, for instance, has points
+of contact with the economic problem of how far economic progress,
+with its stirring up and satisfying of continually new demands, really
+adds to the quantity of human enjoyment. In other words, how far are
+those sociologists right who are convinced that by the technical
+complexity of modern life, with all its comforts and mechanizations,
+the level of individual life is raised, but that the oscillations
+about this average level remain the same and produce the same amount
+of pleasure and pain? The technical advance would therefore bring no
+increase of human pleasure.
+
+We might also put into this class the meagre experimental
+investigations concerning the mutual influence of feelings. When
+sound, light, and touch impressions, each of which, isolated, produces
+a feeling of a certain degree, are combined with one another, the
+experiment can show very characteristic changes in the intensity of
+pleasure and displeasure. From such routine experiments of the
+laboratory it might not be difficult to come to more complex
+experiments on the mutual relations of feeling values and especially
+of the combinations of pleasure with displeasure. This would lead to
+an insight into the processes which are involved in the fixing of
+prices, as they are always dependent upon the pleasure in the
+acquisition and the displeasure in the outlay. The exact psychology of
+the future may thus very well determine the conditions under which the
+best effects for the satisfaction of economic demands may be secured,
+but our present-day science is still far from such an achievement: and
+it seems hardly justifiable to propose methods to-day, as it would be
+like drawing a map with detailed paths for a primeval forest which is
+still inaccessible.
+
+
+
+
+XX
+
+EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS
+
+
+We have said that the time has not yet come for discussing from the
+standpoint of experimental psychology the means to secure the ultimate
+effects of economic life, namely, the satisfaction of economic
+demands. If this were the only effect which had economic significance,
+this whole last part of our little book would have to remain a blank,
+as we wanted to deal here with the securing of the best effects after
+having studied the securing of the best man and of the best work. Yet
+these ultimate ends are certainly not the only mental effects which
+become important in the course of economic processes. In order to
+reach that final end of the economic movement, often an unlimited
+number of part processes distributed over space and time must
+coöperate. The satisfaction of our thirst in a tea-room may be a
+trivial illustration of such a final effect, but it is clear that in
+order to produce this ultimate mental effect of satisfying the thirst,
+thousands of economic processes must have preceded. To bring the tea
+and the sugar and the lemon to the table, the porcelain cup and the
+silver spoon, wage-earners, manufacturers and laborers, exporters,
+importers, storekeepers, salesmen, and customers had to coöperate.
+Among such part processes which serve the economic achievement are
+always many which succeed only if they produce characteristic effects
+in human minds. The propaganda which the storekeeper makes, for
+instance, his display and his posters, serve the economic interplay by
+psychical effects without themselves satisfying any ultimate economic
+demand. They must attract the passer-by or impress the reader or
+stimulate his impulse to buy, and through all this they reach an end
+which is in itself not final, as no human desire to read
+advertisements exists. When the salesman influences the customer to
+buy something which may later help to satisfy a real economic demand,
+the art of his suggestive words secures a mental effect which again is
+in itself not ultimate. If the manufacturer influences his employees
+to work with more attention or with greater industry, or if the
+community stirs up the desire for luxury or the tendency to saving, we
+have mental effects which are of economic importance without being
+really ultimate economic effects.
+
+As far as these effects are necessary and justified stages leading to
+the ultimate satisfaction of economic demands, it certainly is the
+duty of applied psychology to bring psychological experience and exact
+methods into their service. We emphasize the necessary and justified
+character of these steps, as it is evident that psychological methods
+may be made use of also by those who aim toward mental effects which
+are unjustified and which are not necessary for the real satisfaction
+of valuable demands. Psychological laws can also be helpful in
+fraudulent undertakings or in advertisements for unfair competition.
+The psychotechnical scientist cannot be blamed if the results of his
+experiments are misused for immoral purposes, just as the chemist is
+not responsible if chemical knowledge is applied to the construction
+of anarchistic bombs. But while psychology, as we have emphasized
+before, cannot from its own point of view determine the value of the
+end, the psychologist as a human being is certainly willing to
+coöperate only where the soundness and correctness of the ends are
+evident from the point of view of social welfare.
+
+In order to demonstrate the principle of this kind of psychotechnical
+help with fuller detail, at least by one illustration, I may discuss
+the case of the advertisements, the more as this problem has already
+been taken up in a somewhat systematic way by the psychological
+laboratories. We have a number of careful experimental investigations
+referring to the memory-value, the attention-value, the
+suggestion-value, and other mental effects of the printed business
+advertisements. Of course this group of experimental investigations at
+once suggests an objection which we cannot ignore. A business
+advertisement, as it appears in the newspapers, is such an extremely
+trivial thing and so completely devoted to the egotistical desire for
+profit that it seems undignified for the scientist to spend his time
+on such nothings and to shoot sparrows with his laboratory
+cannon-balls. But on the one side nothing can be unworthy of thorough
+study from a strictly theoretical point of view. The dirtiest chemical
+substance may become of greatest importance for chemistry, and the
+ugliest insect for zoölogy. On the other side, if the practical point
+of view of the applied sciences is taken, the importance of the
+inquiry may stand in direct relation to the intensity of the human
+demand which is to be satisfied by the new knowledge. Present-day
+society is so organized that the economic advertisement surely serves
+a need, and its intensity is expressed by the well-known fact that in
+every year billions are paid for advertising. Measured by the amount
+of expenditure, advertising has become one of the largest and
+economically most important human industries. It is, then, not
+astonishing that scientists consider it worth while to examine the
+exact foundations of this industry, but it is surprising that this
+industry could reach such an enormous development without being guided
+by the spirit of scientific exactitude which appears a matter of
+course in every other large business. As it is a function of science
+to study the physics of incandescent lamps or gas motors so as to
+bring the economically most satisfactory devices into the service of
+the community, it cannot be less important from the standpoint of
+national economics to study scientifically the efficiency of the
+advertisements in order that the national means may in this industry,
+too, secure the greatest possible effects. It is only a secondary
+point that experiments of this kind are of high interest to the
+theoretical scientist as well. For us the advertisement is simply an
+instrument constructed to satisfy certain human demands by its effects
+on the mind. It is a question for psychology to determine the
+conditions under which this instrument may be best adapted to its
+purpose.
+
+The mental effect of a well-adapted advertisement is manifold. It
+appeals to the memory. Whatever we read at the street corner, or in
+the pages of the newspaper or magazine, is not printed with the idea
+that we shall immediately turn to the store, but first of all with
+the expectation that we keep the content of the advertisement in our
+memory for a later purchase. It will therefore be the more valuable
+the more vividly it forces itself on the memory. But if practical
+books about the art of advertising usually presuppose that this
+influence on the memory will be proportionate to the effect on the
+attention, the psychologist cannot fully agree. The advertisement may
+attract the attention of the reader strongly and yet by its whole
+structure may be unfit to force on the memory its characteristic
+content, especially the name of the firm and of the article. The pure
+memory-value is especially important, as according to a well-known
+psychological law the pleasure in mere recognition readily attaches
+itself to the recognized object. The customer who has the choice among
+various makes and brands in the store may not have any idea how far
+one is superior to another, but the mere fact that one among them
+bears a name which has repeatedly approached his consciousness before
+through advertisements is sufficient to arouse a certain warm feeling
+of acquaintance, and by a transposition of feeling this pleasurable
+tone accentuates the attractiveness of that make and leads to its
+selection. This indirect help through the memory-value is economically
+no less important than the direct service.
+
+In order to produce a strong effect on memory the advertisement must
+be easily apprehensible. Psychological laboratory experiments with
+exact time-measurement of the grasping of various advertisements of
+the same size for the same article, but in different formulations,
+demonstrated clearly how much easier or harder the apprehension became
+through relatively small changes. No mistake in the construction of
+the advertisement causes so much waste as a grouping which makes the
+quick apperception difficult. The color, the type, the choice of
+words, every element, allows an experimental analysis, especially by
+means of time-measurement. If we determine in thousandths of a second
+the time needed to recognize the characteristic content of an
+advertisement, we may discriminate differences which would escape the
+naïve judgment, and yet which in practical life are of considerable
+consequence, as the effect of a deficiency is multiplied by the number
+of readers.
+
+We must insist on the further demand that the advertisement make a
+vivid impression, so that it may influence the memory through its
+vividness. Size is naturally the most frequent condition for the
+increase of vividness, but only the relative size is decisive. The
+experiment shows that the full-page advertisement in a folio magazine
+does not influence the memory more than the full page in a quarto
+magazine, if the reader is for the time adjusted to the particular
+size. No less important than the size is the originality and the
+unusual form, the vivid color, the skillful use of empty spaces, the
+associative elements, the appeal to humor or to curiosity, to sympathy
+or to antipathy. Every emotion can help to impress the content of the
+advertisement on the involuntary memory. Unusual announcements
+concerning the prices or similar factors move in the same direction.
+
+Together with the question of the apprehension and the vividness of
+the impression, we must acknowledge the frequency of repetition as an
+equally important factor. We know from daily life how an indifferent
+advertisement can force itself on our mind, if it appears daily in the
+same place in the newspaper or is visible on every street corner. But
+the psychologically decisive factor here is not the fact of the mere
+repetition of the impression, but rather the stimulation of the
+attention which results from the repetition. If we remained simply
+passive and received the impression the second and third and fourth
+time with the same indifference with which we noticed it the first
+time, the mere summation would not be sufficient for a strong effect.
+But the second impression makes the consciousness of recognition,
+thus exciting the attention, and through it we now turn actively to
+the repeated impression which forces itself on our memory with
+increased vividness on account of this active personal reaction.
+
+We may consider how such factors can be tested by the psychotechnical
+experiment. Scott, for instance, studied the direct influence of the
+relative size of the advertisements.[50] He constructed a book of a
+hundred pages from advertisements which had been cut from various
+magazines and which referred to many different articles. Fifty persons
+who did not know anything about the purpose of the experiment had to
+glance over the pages of the book as they would look though the
+advertising parts of a monthly. The time which they used for it was
+about ten minutes. As soon as they had gone through the hundred pages,
+they were asked to write down what they remembered. The result from
+this method was that the 50 persons mentioned on an average every
+full-page advertisement 6-1/2 times, every half-page less than 3
+times, every fourth-page a little more than 1 time, and the still
+smaller advertisements only about 1/7 time. This series of experiments
+suggested accordingly that the memory value of a fourth-page
+advertisement is much smaller than one fourth of the memory-value of
+a full-page advertisement, and that of an eighth-page again much
+smaller than one half of the psychical value of a fourth-page. The
+customer who pays for one eighth of a page receives not the eighth
+part, but hardly the twentieth part of the psychical influence which
+is produced by a full page.
+
+These experiments, which were carried on in various forms, demanded as
+a natural supplement a study of the effects of repetition in relation
+to size. This was the object of a series of tests which I carried on
+recently in the Harvard laboratory. I constructed the following
+material: 60 sheets of Bristol board in folio size were covered with
+advertisements which were cut from magazines the size of the "Saturday
+Evening Post" and the "Ladies' Home Journal." We used advertisements
+ranging from full-page to twelfth-page in size. Every one of the 6
+full-page advertisements which we used occurred only once, each of the
+12 half-page advertisements was given 2 times, each of the fourth-page
+size, 4 times, each of the eighth-page size, 8 times, and each of the
+twelfth-page size, 12 times. The repetitions were cut from 12 copies
+of the magazine number. The same advertisement never occurred on the
+same page; every page, unless it was covered by a full-page
+advertisement, offered a combination of various announcements. It is
+evident that by this arrangement every single advertisement occupied
+the same space, as the 8 times repeated eighth-page advertisement
+filled a full page too. Thus no one of the 60 announcements which we
+used was spatially favored above another.
+
+Thirty persons took part in the experiment. Each one had to devote
+himself to the 60 pages in such a way that every page was looked at
+for exactly 20 seconds. Between each two pages was a pause of 3
+seconds, sufficient to allow one sheet to be laid aside and the next
+to be grasped. In 23 minutes the whole series had been gone through,
+and immediately after that every one had to write down what he
+remembered, both the names of the firms and the article announced. In
+the cases where only the name or only the article was correctly
+remembered, the result counted 1/2. We found great individual
+differences, probably not only because the memory of the different
+persons was different, but also because they varied in the degree of
+interest with which they looked at such material. The smallest number
+of reproductions was 18, of which 14 were only half remembered, that
+is, only the name or only the article, and as we counted these half
+reproductions 1/2, the memory-value for this person was counted 11.
+The maximum reproduction was 46, of which 6 were half remembered.
+
+If these calculated values are added and the sum divided by the number
+of participants, that is, 30, and this finally by the number of the
+advertisements shown, that is, 60, we obtain the average memory-value
+of a single advertisement. The results showed that this was 0.44. But
+our real interest referred to the distribution for the advertisements
+of different size. If we make the same calculation, not for the
+totality of the advertisements but for those of a particular size, we
+find that the memory-value for the full-page advertisement was 0.33,
+for the 2 times repeated half-page advertisement, 0.30, for the 4
+times repeated fourth-page advertisement, 0.49, for the 8 times
+repeated eighth-page advertisement, 0.44, and for the 12 times
+repeated twelfth-page advertisement, 0.47. Hence we come to the result
+that the 4 times repeated fourth-page advertisement as 1-1/2 times
+stronger than one offering of a full-page, or the 2 times repeated
+half-page, but that this relation does not grow with a further
+reduction of the size. Two thirds of the subjects were men and one
+third women. On the whole, the same relation exists for both groups,
+but the climax of psychical efficiency was reached in the case of the
+men by the 4 times repeated fourth-page, in the case of the women by
+the 8 times repeated eighth-page. The 4 times repeated fourth-page in
+the case of the women was 0.45, in the case of the men, 0.51, the 8
+times repeated eighth-page, women, 0.53, men, 0.37.
+
+I am inclined to believe that the ascent of the curve of the
+memory-value from the full-page to the fourth-page or eighth-page
+would have been still more continuous, if the whole-page
+advertisements had not naturally been such as are best known to the
+American reader. The whole-page announcement, therefore, had a certain
+natural advantage. But when we come to another calculation, even the
+effect of this advantage is lost. We examined the relations for the
+first 10 names and articles, which every one of the 30 persons wrote
+down. These first 10 were mostly dashed down quickly without special
+thought. They also included only a few half reproductions. When we
+study these 300 answers which the 30 persons wrote as their first 10
+reproductions, and calculate from them the chances which every one of
+the 60 advertisements had for being remembered, we obtain the
+following values: The probability of being remembered among the first
+10 was for the full-page advertisement, 0.5, for the half-page 2 times
+repeated, 1.2, for the fourth-page 4 times repeated, 2.9, for the
+eighth-page 8 times repeated, 2.3, and for the twelfth-page 12 times
+repeated, 2.4. The superiority of repetition over mere size appears
+most impressively in this form, but we see again in this series that
+the effect decreases even with increased number of repetitions as soon
+as the single advertisement sinks below a certain relative size, so
+that the 12 times repeated twelfth-page advertisement does not possess
+the memory-value of the 4 times repeated fourth-page advertisement. If
+Scott's experiments concerning the size and these experiments of mine
+concerning the repetition are right, the memory-value of the
+advertisements for economic purposes is dependent upon complicated
+conditions. A business man who brings out a full-page advertisement
+once in a paper which has 100,000 readers would leave the desired
+memory-impression on a larger number of individuals than if he were to
+print a fourth-page advertisement in four different cities in four
+local papers, each of which has 100,000 readers. But if he uses the
+same paper in one town, he would produce a much greater effect by
+printing a fourth of a page four times than by using a full-page
+advertisement once only.
+
+As a matter of course this would hold true only as far as size and
+repetition are concerned. Many other factors have to be considered
+besides. Some of these could even be studied with our material. We
+could study from our results what memory-value is attached to the
+various forms of type or suggestive words, what influence to
+illustrations, how far they reinforce the impressiveness and how far
+they draw away the attention from the name and the object, how these
+various factors influence men and women differently, and so on. Other
+questions, however, demand entirely different forms of experiment. We
+may examine the effects of special contrast phenomena, of unusual
+background, of irregular borders and original headings. The particular
+position of the advertisement also deserves our psychological
+interest. The magazines receive higher prices for the cover pages and
+the newspapers for advertisements which are surrounded by reading
+matter. In both cases obvious practical motives are decisive. The
+cover page comes into the field of vision more frequently. What is
+surrounded by reading matter is less easily overlooked.
+
+But the newspaper world hardly realizes how much other variations of
+position influence the psychological effect. Starch[51] made
+experiments in which he did not use real advertisements, but
+meaningless syllables so as to exclude the influence of familiarity
+with any announcement. He arranged little booklets, each of 12 pages,
+on which a syllable such as _lod_, _zan_, _mep_, _dut_, _yib_, and so
+on was printed in the middle of each page. Each of his 50 subjects
+glanced over the book and then wrote down what syllables remained in
+memory. He found that the syllables which stood on the first and last
+page were remembered by 34 persons, those on the second and eleventh
+by about 26, and those on the eight other pages by an average of 17
+persons. In the next experiment he printed one syllable in the middle
+of the upper and one in the middle of the lower half of each page. The
+results now showed that of those syllables which were remembered 54
+per cent stood on the upper half and 46 per cent on the lower half of
+the page. Finally, he divided every page into four parts and printed
+one syllable on the middle of each fourth of a page. The results
+showed that of the remembered syllables 28 per cent stood on the
+left-hand upper fourth, 33 per cent on the right-hand upper fourth, 16
+per cent left-hand lower, and 23 per cent right-hand lower. A
+fourth-page advertisement which is printed on the outer side of the
+upper half of the page thus probably has more than twice the
+psychological value of one which is printed on the inner side of the
+lower half. The economic world spends millions every year for
+advertisements on the upper right-hand side and millions for
+advertisements on the lower left-hand side, and is not aware that one
+represents twice the value of the other. These little illustrations
+of advertisement experiments may suffice to indicate how much
+haphazard methods are still prevalent in the whole field of economic
+psychotechnics, methods which would not be tolerated in the sphere of
+physical and chemical technology.
+
+
+
+
+XXI
+
+THE EFFECT OF DISPLAY
+
+
+If we turn from the simple newspaper advertisement to the means of
+propaganda in general, we at once stand before a question which is
+often wrongly answered. The practical handbooks of advertisements and
+means of display treat it as a self-evident fact that every
+presentation should be as beautiful as possible. In the first place,
+we cannot deny that the ugly and even the disgusting possess a strong
+power for attracting attention. Yet it is true that by a transposition
+of feelings the displeasure in the advertisement may easily become a
+displeasure in the advertised object. But, on the other hand, it is
+surely a mistake to believe that pure beauty best fulfills the
+function of the advertisement. Even the draftsman who draws a poster
+ought to give up the ambition to create a perfect picture. It might
+have the power to attract attention, but it would hardly serve its
+true purpose of fixing the attention on the article which is
+advertised by the picture. The very meaning of beauty lies in its
+self-completeness. The beautiful picture rests in itself and does not
+point beyond itself. A really beautiful landscape painting is an end
+in itself, and must not stir up the practical wish to visit the
+landscape which has stimulated the eye of the painter. If the display
+is to serve economic interests, every line and every curve, every form
+and every color, must be subordinated to the task of leading to a
+practical resolution, and to an action, and yet this is exactly the
+opposite of the meaning of art. Art must inhibit action, if it is
+perfect. The artist is not to make us believe that we deal with a real
+object which suggests a practical attitude. The ĉsthetic forms are
+adjusted to the main ĉsthetic aim, the inhibition of practical
+desires. The display must be pleasant, tasteful, harmonious, and
+suggestive, but should not be beautiful, if it is to fulfill its
+purpose in the fullest sense. It loses its economic value, if by its
+artistic quality it oversteps the boundaries of that middle region of
+arts and crafts. This of course stands in no contradiction to the
+requirement that the advertised article should be made to appear as
+beautiful as possible. The presentation of something beautiful is not
+necessarily a beautiful presentation, just as a perfectly beautiful
+picture need not have something beautiful as its content. A perfect
+painting may be the picture of a most ugly person.
+
+We have not yet spoken of the suggestive power of the means of
+propaganda. Every one knows the influence on taste and smell, on
+social vanity, on local pride, on the gambling instinct, on the
+instinctive fear of diseases, and above all on the sexual instinct,
+can gain suggestive power. Everywhere among the uncritical masses such
+appeals reach individuals whose psychophysical attitudes make such
+influences vivid and overpowering. Every one knows, too, those often
+clever linguistic forms which are to aid the suggestion. They are to
+inhibit the opposing impulses. The mere use of the imperative, to be
+sure, has gradually become an ineffective, used-up pattern. It is a
+question for special economic psychotechnics to investigate how the
+suggestive strength of a form can be reinforced or weakened by various
+secondary influences. What influence, for example, belongs to the
+electric sign advertisements in which the sudden change from light to
+darkness produces strong psychophysical effects, and what value
+belongs to moving parts in the picture?
+
+The psychologist takes the same interest in the examples of window
+displays, sample distributions, and similar vehicles of commerce by
+which the offered articles themselves and not their mere picture or
+description are to influence the consciousness of the prospective
+customer. Here, too, every element may be isolated and may be brought
+under psychotechnical rules. The most external question would refer to
+the mere quantity of the presented material. The psychologist would
+ask how the mere mass of the offering influences the attention, how
+far the feeling of pleasure in the fullness, how far the ĉsthetic
+impression of repetition, how far the associative thought of a
+manifold selection, how far the mere spatial expansion, affects the
+impression. In any case, as soon as it is acknowledged as desirable to
+produce with certain objects the impression of the greatest possible
+number, the experimental psychologist stands before the concrete
+problem of how a manifoldness of things is to be distributed so that
+it will not be underestimated, perhaps even overestimated as to
+quantity. Again, the laboratory experiment would not proceed with real
+window displays or real exhibitions, but would work out the principle
+with the simplified experimental means.
+
+An investigation in the Harvard laboratory, for instance, tested the
+influence which various factors have upon the estimation of a number
+of objects seen.[52] The question was how far the form or the size or
+the distribution makes a group of objects appear larger or smaller.
+The experiment was started by showing 20 small cards on a black
+background in comparison with another group of cards the number of
+which varied between 17 and 23. At first the form of these little
+cards was changed: triangles, squares, and circles were tried. Or the
+color was changed: light and dark, saturated and unsaturated colors
+were used. Or the order was varied: sometimes the little cards lay in
+regular rows, sometimes in close clusters, sometimes widely
+distributed, sometimes in quite irregular fashion. Or the background
+was changed, or the surrounding frame, or the time of exposure, and so
+on. Each time the subjects had to estimate whether the second group
+was the larger or equal or the smaller. These experiments indicated
+that such comparative estimation was indeed influenced by every one of
+the factors mentioned. If the experiments show that an irregular
+distribution makes the number appear larger or a close clustering
+reduces the apparent number, and so on, the business man would be
+quite able to profit from such knowledge. The jeweler who shows his
+rings and watches in his window wishes to produce with his small stock
+the impression of an ample supply. He lacks the psychology which might
+teach him whether he would act more wisely in having the rings and the
+watches separated, or whether he should mix the two, whether he ought
+to choose a background which is similar in color or one which
+contrasts with the pieces exhibited, whether he ought to present the
+single object in a special background as in a case, or to show it
+without one. He is not aware that by simple psychological illusions,
+it is not difficult to change the apparent size of an isolated object
+by special treatment, making his show-piece appear larger by a fitting
+background or intentionally making a dainty object appear smaller by
+contrasting surroundings. These, to be sure, are very trivial
+illustrations, but the same fundamental psychological laws which are
+true for the show-window of the next corner store are true for the
+world-display of the nation. The point is to present clearly the idea,
+which can be most simply expressed in such trivial material. But it
+may be added that even in the case of the most indifferent example a
+few hasty experiments with one or two subjects cannot yield any
+results of value.
+
+All parts of physiological psychological optics can contribute similar
+material. The questions of color harmony and color contrast, light
+intensity and mutual support of uniformly colored objects, of
+irradiation, depth and perspective, are significant for an effective
+display in the show-window, and the laboratory results can easily be
+translated into psychotechnical prescriptions. But here it is still
+more necessary to separate carefully the merely optical impression
+from its ĉsthetic side. All that we claimed as to the poster is still
+more justified for the presentation of the saleable objects
+themselves. As soon as the display of the articles forms a real work
+of art, it must produce inhibitions in the soul of the spectator by
+which the practical economic desire is turned aside. Beauty here too
+has strong power of attraction, and moreover the suggestive power, by
+which it withdraws our senses from the chance surroundings, forces us
+to lose ourselves in the offered presentation. But just through this
+process the content of the display becomes isolated and separated from
+the world of our practical interests. Our desires are brought to
+silence, we do not seek a personal relation to the things which we
+face as admiring spectators, and the intended economic effect is
+therefore eliminated. Whoever is to examine the psychotechnics of
+displays and exhibitions must therefore study the psychology of
+ĉsthetic stimulation, of suggestion, of the effects of light, color,
+form and movement, of apperception and attention, and ought not to
+forget the psychology of humor and curiosity, of instincts and
+emotions. For us the essential point is that here too the experimental
+psychological method alone is able to lead from mere chance
+arrangements founded on personal taste to the systematic construction
+which secures with the greatest possible certainty the greatest
+possible mental effect in the service of the economic purpose.
+
+The problems of the storekeeper who arranges his windows, however,
+overlap the problems of the manufacturer who prepares his goods for
+the world-market, and who must from the start take care that the outer
+appearance of his goods stimulate the readiness to buy. In factories
+in which these questions have been carefully considered, the
+psychological elements have always been found to be the most
+influential, but often the most puzzling. I received material from a
+number of industrial plants which sold the same article in a variety
+of packings. The material which was sent to me included all kinds of
+soaps and candies, writing-papers and breakfast foods, and other
+articles which are handled by the retailer, the sale of which depends
+upon the inclination and caprice of the customer in the store. For
+every one of these objects a number of external covers and labels were
+sent and with them a confidential report with details about their
+relative success. For instance, a certain kind of chocolate was sold
+under 12 different labels. One of them was highly successful in the
+whole country, and one other had made the same article entirely
+unsaleable. The other 10 could be graded between these extremes. In
+all 12 cases the covers were decorated with pictures of women with a
+scenic background. As long as only ĉsthetic values were considered,
+all were on nearly the same level, and ĉsthetically skilled observers
+repeatedly expressed their preference for some of the unsuccessful
+pictures over some of the successful ones. But as soon as an internal
+relation was formed between the pictures and the chocolate, in the one
+case a mental harmony resulted which had strong suggestive power, in
+the other case a certain unrest and inner disturbance which
+necessarily had an inhibiting influence. The picture which was
+unsuccessful with the sweets would perhaps have been eminently
+successful for tobacco. From such elementary starting-points, the
+laboratory experiment might proceed systematically into spheres of
+economic life hitherto untouched by scientific methods. The psychology
+of the influence of external forms on the conscious reactions of the
+masses is so far usually considered only when, as often happens, the
+most fundamental demands are violated; for instance, when objects
+which are to give the impression of ease are painted in colors which
+give a heavy, clumsy appearance, or _vice versa_, when book-bindings
+are lettered in archaic type which makes the reading of the title
+impossible for a passer-by, and in many similar antipsychological
+absurdities which any stroll through the streets of a modern city
+forces on us.
+
+
+
+
+XXII
+
+EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION
+
+
+It is perhaps not without interest to turn into a by-path at this
+point of our road. All the illustrations which we have picked out so
+far have referred to strictly economic conditions. But we ought not to
+forget that these economic problems of commerce and industry are
+everywhere in contact with legal interests as well. In order to
+indicate the manifoldness of problems accessible to the experimental
+method, we may discuss our last question, the question of packing and
+of labels, in this legal relation too. All the packings, covers,
+labels, trademarks, and names by which the manufacturer tries to
+stimulate the attention, the imagination, and the suggestibility of
+the customer may easily draw a large part of their psychological
+effectiveness from without, as soon as they imitate the appearance of
+articles which are well introduced and favored in the market. If the
+public is familiar with and favorably inclined toward an article on
+account of its inner values or on account of its being much
+advertised, a similar name or a similar packing may offer efficient
+help to a rival article. The law of course protects the label and the
+deceiving imitation can be prosecuted. But no law can determine by
+general conceptions the exact point at which the similarity becomes
+legally unallowable. This creates a situation which has given rise to
+endless difficulties in practical life.
+
+If everything were forbidden which by its similarity to an accredited
+article might lead to a possible confusion in the mind of the quite
+careless and inattentive customer, any article once in the market
+would have a monopoly in its line. As soon as a typewriter or an
+automobile or a pencil or a mineral water existed, no second kind
+could have access to the market, as with a high degree of carelessness
+one economic rival may be taken for another, even if the new
+typewriter or the new pencil has a new form and color and name. On the
+other side, the purchaser could never have a feeling of security if
+imitations were considered as still legally justifiable when the
+difference is so small that it needs an intense mental effort and
+careful examination of details to notice it.
+
+The result is that the jurisdiction fluctuates between these two
+extremes in a most alarming way, and this seems to hold true in all
+countries. In theory: "There is substantial agreement that
+infringement occurs when the marks, names, labels, or packings of one
+trader resemble those of another sufficiently to make it probable that
+ordinary purchasers, exercising no more care than such persons usually
+do in purchasing the article in question, will be deceived." But it
+depends upon the trade experts and the judges to give meaning to such
+a statement in the particular case, as the amount of care which
+purchasers usually exercise can be understood very differently.
+Sometimes the customer is expected to proceed with an attention which
+is most subtly adjusted to the finest differences, and sometimes it is
+taken for granted that he is unable to notice even strong variations.
+It is clear that this uncertainty which disturbs the whole trade
+cannot be eliminated as long as the psychological background has not
+been systematically studied. Mere talking about the attention of the
+customer, and his ability to decide and select, and of his
+observations and his habits in the spirit of popular common-sense
+psychology, can never secure exact standards and definite demarcation
+lines. The question is important not only where imitations of morally
+doubtful character are in the market. Even the most honest
+manufacturer is in a certain sense obliged to imitate his
+predecessors, as they have directed the taste and habits of the
+public in particular directions, and as the product of his company
+would suffer unnecessarily if he were to disregard this psychical
+attitude of the prospective customers. The economic legal situation
+accordingly suggests the question whether it would not be possible to
+devise methods for an exact measurement of the permissible similarity,
+and this demand for exactitude naturally points to the methods of the
+psychological experiment. E.S. Rogers, Esq., of Chicago, who has
+thoroughly discussed the legal aspect of the problem,[53] first turned
+my attention to the psychological difficulty involved.
+
+When I approached the question in the Harvard psychological
+laboratory, it was clear to me that the degree of attention and
+carefulness which the court may presuppose on the part of the customer
+can never be determined by the psychologist and his experimental
+methods. It would be meaningless, if we tried to discover by
+experiments a particular degree of similarity which every one ought to
+recognize or a particular degree of attention which would be
+sufficient for protection against fraud. Such degrees must always
+remain dependent upon arbitrary decision. They are not settled by
+natural conditions, but are entirely dependent upon social agreement.
+A decision outside of the realm of psychology must fix upon a
+particular degree in the scale of various similarity values as the
+limit which is not to be passed. The aim of the psychologist can be
+only to construct such a scale by which decisions may be made
+comparable and by which standards may become possible. The experiment
+cannot deduce from the study of mental phenomena what degrees of
+similarity ought to be still admissible, but it may be able to develop
+methods by which different degrees of similarity can be discriminated
+and by which a certain similarity value once selected can always be
+found again with objective certainty. After many fruitless efforts I
+settled on the following form of experiments, which I hope may bring
+us nearer to the attainment of the purpose.
+
+A group of objects is observed for a definite time and after a
+definite interval another group of objects is offered for comparison.
+This second group is identical with the first in all but one of the
+objects, and this is replaced by a similar one. The question is how
+often this substitution will be noticed by the observers. I may give
+in detail a characterization of the set of experiments in which we are
+at present engaged. We are working with picture postal cards, using
+many hundred cards of different kinds, but for each one we have one
+or several similar cards. As postal cards are generally manufactured
+in sets, it is not difficult to purchase pairs of pictures with any
+degree of similarity. Two cards with Christmas trees, or two with
+Easter eggs, or two with football players, or two with forest
+landscapes, and so on, may differ all the way from a slight variation
+of color or a hardly noticeable change in the position of details to
+variations which keep the same motive or the same general arrangement,
+but after all make the card strikingly different. The first step is to
+determine for each pair the degree of similarity, on a percentage
+basis. To overcome mere arbitrariness, we ask thirty to forty educated
+persons to express the similarity value, calling identical postal
+cards 100 per cent and two postal cards as different as a colored
+flower piece and a black picture of a street scene O. The average
+value of these judgments is then considered as expressing the
+objective degree of similarity between the two pictures of a pair.
+After securing such standard values, we carry on the experiments in
+the following form. Six different postal cards, for instance, are seen
+on a black background through the opening of a shutter which is closed
+after 5 seconds. The six may be made up of a landscape, a building, a
+head, a genre scene, and so forth. After 20 seconds the same group of
+postal cards is shown once more, except that one is replaced by a
+similar one, instead of one church another church building, or instead
+of a vase with roses a vase with pinks. If the substituted picture has
+the average similarity value of 80 per cent and we make the experiment
+with 10 persons, the substitution may be discovered by 7 persons and
+remain unnoticed by 3. We can now easily vary every one of the factors
+involved. If instead of 6 cards, we take 10, it may be that only 4 out
+of 10 persons, instead of 7, will discover the substitution, while if
+we take 4 cards instead of 6, perhaps 9 persons out of 10 will
+recognize the difference under these otherwise equal conditions. Only
+an especially careless observer will overlook it. But instead of
+changing the number of objects, we may change the periods of exposure.
+If we show the 6 cards only for 2 seconds instead of 5 seconds, the
+number of those who recognize the difference may sink from 7 to 5 or
+4, and if we make the time considerably longer, we shall of course
+reach a point where all 10 will recognize the substitution. The same
+holds true of the shortening or lengthening of the time-interval
+between the two presentations. The third variable factor is the
+similarity itself. If instead of one church, not another church, but a
+theatre or a skyscraper is shown, that is, if the similarity value of
+80 per cent sinks down to a similarity of 60 per cent or 50 per cent,
+the number of those who recognize the substitution will again become
+larger; if, on the other hand, the substituted card shows the same
+church, only from a slightly different angle, bringing the similarity
+value up to 90 per cent or 95 per cent, the number of observers who
+recognize the substitution may sink to 2 or 3. To make the experiments
+reliable, it is also necessary frequently to mix in cases in which no
+substitution at all is introduced.
+
+If these experiments are varied sufficiently and a large mass of
+material brought together, we must be able to secure definite formulĉ.
+We may find that if the critical card appears among 6 cards, is shown
+for 5 seconds, and the group is again exposed after 20 seconds, 80 per
+cent of the subjects will recognize the substitution of a similar
+card, if the degree of similarity is 30 per cent, but only 60 per cent
+will recognize it if the degree of similarity is 70 per cent, and only
+30 per cent will recognize it if the degree of similarity is 90 per
+cent. These are entirely fictitious figures and are only to indicate
+the principle. If such an exact formula were definitely discovered, we
+should still be unable to say from mere psychological reasoning what
+similarity value is legally permissible. If the rules against
+infringement are interpreted in a very rigorous spirit, it may seem
+desirable to prohibit imitations which are as little similar as those
+postal cards which were graded as 40 per cent in our similarity scale,
+and if the interpretation is a loose one, it may appear permissible to
+have imitations on the market which are as strongly similar as our
+postal cards graded at 80 per cent in our similarity scale. All this
+would have to be left to the lawmakers and to the judges. But what we
+would have gained is this. We could say: if our object exposed for 5
+seconds in a group of 6 other objects is replaced after an interval of
+20 seconds by an imitation and this change is recognized by 8 persons
+among 10, the degree of similarity is 30 per cent and if it is
+recognized by 3 out of 10 subjects, the degree of similarity is 90 per
+cent. In short, from any percentage of subjects who under these
+conditions discovered the substitution, we could determine the degree
+of similarity, independent of any individual arbitrariness. If such
+methods were accepted by the trade and the courts, it would only be
+necessary, to agree on the percentage of similarity which ought to be
+permitted, and all uncertainty would disappear. There would be no
+wrangling of opposing interests; it would be possible to find out
+whether the permitted limit were overstepped or not with an
+exactitude similar to that with which the weight or the chemical
+constitution of a trade commodity is examined. Certainly the
+experiment establishes here conditions which are very different from
+those of practical life. The customer who wants to buy a particular
+picture postal card which he saw once before and to whom the salesman
+offers a similar one, suggesting that it is the same, is facing only
+one card and not a group of six. But in practical life the card which
+be has seen was not observed with the definite intention of keeping
+the memory picture in mind, and months may have passed since it was
+seen. The memory picture which the customer has in his consciousness
+when he seeks the particular card is much weakened by this
+circumstance too. We secure this weakening artificially by the
+arrangement of the experiment in placing the card in a group of six or
+ten and exposing them for a few seconds only. The force of attention
+and the corresponding memory-value are by this distribution diminished
+in a definite degree in the case of every single card.
+
+The investigation must include a careful study of the size of the
+groups, of the time-relations, of the percentage of correct answers,
+all under the point of view of greatest fitness for practical
+application. In the Harvard laboratory the research has been carried
+on partly with such picture material, partly with word material, and
+partly with concrete objects.[54] Whatever the details of the outcome
+may be, we hope that the work will lead to results which may, indeed,
+make such a psychotechnical use possible. Its principles and formulĉ
+might easily be adjusted to any marketable material. As a matter of
+course, if in future the courts were ever to accept such
+psychological, experimental methods, it would be intolerable
+dilettantism if such experiments were carried on by lawyers and
+district attorneys. It is as true of this economic legal question as
+of many other legal psychological problems that its introduction into
+the courtroom can become desirable only when psychological experts are
+engaged and called in the same way as chemical or medical experts are
+invited to the court. On the other hand, there is surely not the
+slightest desire on the part of psychologists to be dragged into
+humiliating performances like those which not only handwriting
+experts, but even psychiatric specialists have had to undergo
+repeatedly in sensational court trials. The day for the expert
+activity in the courtroom will came for the psychologist only when the
+country has attached the expert to the court and has eliminated the
+expert retained by the plaintiff or the defendant. But this general
+practical question as to the position of the psychologist in the
+courtroom and as to the need of a psychological laboratory in
+connection with the courts would lead us too far aside.
+
+
+
+
+XXIII
+
+BUYING AND SELLING
+
+
+The effects which we have studied so far were produced by inanimate
+objects, posters or displays, advertisements or labels and packings.
+The economic psychotechnics of the future will surely study with
+similar methods the effects of the living commercial agencies.
+Experiments will trace the exact effects which the salesman or
+customer may produce. But here not even a modest beginning can be
+discovered, and it would be difficult to mention a single example of
+experimental research. The desired psychological influences of the
+salesman are not quite dissimilar to those of the printed means of
+propaganda. Here, too, it is essential to turn the attention of the
+customer to different points, to awaken a vivid favorable impression,
+to emphasize the advantages of the goods, to throw full light on them,
+and finally to influence the will-decision either by convincing
+arguments or by persuasion and suggestion. In either case the point is
+to enhance the impulse to buy and to suppress the opposing ideas. Yet
+every one of these factors, when it starts from a man and not from a
+thing or paper, changes its form. The influence becomes narrower, it
+is directed toward a smaller number of persons; but, on the other
+hand, it gains just by the new possibility of individualization. The
+salesman in the store or the commercial traveler adjusts himself to
+the wishes, reactions, and replies of the buyer. Above all, when it
+becomes necessary to direct the attention to the decisive points, the
+personal agent has the possibility of developing the whole process
+through a series of stages so that the attention slowly becomes
+focused on one definite point. The salesman observes at first only the
+general limits of the interest of the customer as far as it is
+indicated by his reactions, but slowly he can find out in this whole
+field the region of strongest desires. As soon as he has discovered
+this narrower region in which the prospects of success seem to be
+greatest, he can systematically eliminate everything which distracts
+and scatters the attention. He can discover whether the psyche of the
+individual with whom he is dealing can be influenced more strongly by
+logical arguments or by suggestion, and how far he may calculate on
+the pleasure instincts, on the excitement of emotions, on the impulse
+to imitate, on the natural vanity, on the desire for saving, and on
+the longing for luxury. In every one of these directions the whole
+play of human suggestion may be helpful. The voice may win or destroy
+confidence, the statement may by its firmness overcome counter-motives
+or by its uncertainty reinforce them. Even hand or arm movements by
+their motor suggestion may focus the desires of the customers, while
+unskillful, erratic movements may scatter the attention and lead to an
+inner oscillation of the will to buy.
+
+At every one of these points the psychological experiment may find a
+foothold, and only through such methodological study can the haphazard
+proceedings of the commercial world be transformed into really
+economic schemes. Indeed, it seems nothing but chance that just this
+field is controlled by chance alone. The enormous social interplay of
+energies which are discharged in the selling and buying of the
+millions becomes utterly planless as soon as salesman and customer
+come into contact, and this tremendous waste of energy cannot appear
+desirable for any possible interest of civilization. The time alone
+which is wasted by useless psychophysical operations in front of and
+behind the counter represents a gigantic part of the national budget.
+Even the complaints about the long working day of the salesgirls might
+be eliminated from the debit account of the national ledger, if the
+commercial companies could study the psychical processes in selling
+and buying with the same carefulness with which they analyze all
+details in preparing the stock and fixing the prices. In the army or
+in the fire department, in the railroad service, and even in the
+factory, all necessary activities are so arranged that as far as
+possible the greatest achievement is secured by the smallest amount of
+energy. But when the hundreds of millions of customers in the
+civilized world want to satisfy their economic demands in the stores,
+the whole dissolves into a flood of talk, because no one has taken the
+trouble to examine scientifically the psychotechnics of selling and to
+put it on a firm psychological foundation.
+
+The idea of scientific management must be extended from the industrial
+concerns to the commercial establishments. The questioning and
+answering, the showing and replacing of the goods, the demonstrating
+and suggesting by the salesmen, must be brought into an economic
+system which saves time and energy, as has been tried with the laborer
+in the factory. Wherever economic processes are carried out with
+superfluous, haphazard movements, the national resources have to
+suffer a loss. The single individual can never find the ideal form of
+motion and the ideal process by mere instinct. A systematic
+investigation is needed to determine the way to the greatest saving
+of energy, and the result ought to be made a binding rule for every
+apprentice. How the smallest influences grow by summation may be
+illustrated by the experience of a large department store, in which
+the expense for delivery of the articles sold was felt as too large an
+item in the budget. The hundreds of saleswomen therefore received the
+order after every sale of moderate-sized articles not to ask, as
+before, "May we send it to you?" but instead, "Will you take it with
+you?" Probably none of the many thousand daily customers observed the
+difference, the more as it was indifferent to most of them whether
+they took the little package home themselves or not. In cases in which
+it was inconvenient, they would anyhow oppose the suggestion and
+insist that the purchase be sent to them. Yet it is claimed that this
+hardly noticeable suggestion led to a considerable saving in the
+following year, distinctly felt in the budget of the whole
+establishment.
+
+We must not forget, however, that the process of buying deserves the
+same psychological interest as that of selling. If psychotechnics is
+to be put into the service of a valuable economic task, the goal
+cannot possibly be to devise schemes by which the customer may easily
+be trapped. The purpose of science cannot be to help any one to sell
+articles to a man who does not need them and who would regret the
+purchase after quiet thought. The applied psychologist should help the
+prospective buyer no less, and must protect him so that his true
+intention may become realized in the economic process. Otherwise
+through his suggestibility, the determining idea of his goal might
+fade in his consciousness and the appeal to his vanity or to his
+instincts might awaken an anti-economic desire which he would be too
+weak to inhibit. The salesman must know how to use arguments and
+suggestions and how to make them effective,[55] but the customer too
+must know how to see through a misleading argument and how to resist
+mere suggestion.
+
+The postulate that the psychical factors in commercial life are to be
+carefully regarded is repeated in more complex form in the wholesale
+business and in the stock exchange. It is a perfectly justified and
+consistent thought which recently led a large credit bureau to an
+effort to base its information on psychological analysis. It is well
+known that there are bureaus in which the ledger experiences of a
+large circle of companies in the same commercial line are collected,
+tabulated, and recorded, thus affording an automatic review of the
+occurrences, focusing early attention on doubtful accounts and
+pointing out weaknesses in the customers' conditions, as they
+develop, as well as evidences of prosperity. The ledger experience
+which a single company has with all its customers is tabulated without
+revealing its identity to the associates, who get reports containing
+it, and the many combined ledgers become a valuable guide. Yet all
+such methods can show only actual movements in the market, and cannot
+allow the prospects of future development to be determined, simply
+because they cannot take into account the personal equations. Only an
+acquaintance with the character and the temperament, the intelligence
+and the habits, the energy and the weakness, of the head of a firm can
+tell us whether the company, even with satisfactory resources, may go
+down, or whether, even though embarrassed, it may hold out. The
+psychological pioneer, therefore, aims not only toward an exchange of
+ledger accounts, but toward a real psychological diagnosis and
+prognosis. If a member of a firm is personally known to some scores of
+business men who have had commercial dealings with him, and each one
+of them, without disclosing his identity to any one but the central
+bureau, sends to it a statement of personal impressions, a composite
+picture of the mental physiognomy can be worked out. Of course all
+this has been often done in the terms of popular psychology and in a
+haphazard, amateurish way. The new plan is to arrange the questions
+systematically under the point of view of scientific descriptive
+psychology. Regular psychograms, in which the probability of a
+particular kind of behavior is to be determined in an exact percentage
+calculation, are to replace the traditional vagueness, as soon as a
+sufficient number of reliable answers have been tabulated.
+
+Commercial life as a whole finds its contact with psychology, of
+course, not only in the problem of how to secure the best mental
+effect. Those other questions which we have discussed essentially with
+reference to factory life and industrial concerns, namely, how the
+best man and the best work are to be secured, recur in the circle of
+commercial endeavors. It seems, indeed, most desirable to devise
+psychological tests by which the ability to be a successful salesman
+or saleswoman may be determined at an early stage. The lamentable
+shifting of the employees in all commercial spheres, with its
+injurious social consequences, would then be unnecessary, and both
+employers and employees would profit. Moreover, like the selection of
+the men, the means of securing the most satisfactory work from them,
+has also so far been left entirely to common sense. Commercial work
+stands under an abundance of varying conditions, and each may have
+influences the isolated effects of which are not known, because they
+have not been studied in that systematic form which only the
+experiment can establish. The popular literature on this whole group
+of subjects is extensive, and in its expansion corresponds to the
+widespread demand for real information and advice to the salesman. But
+hardly any part of the literature in the borderland regions of
+economics is so disappointing in its vagueness, emptiness, and
+helplessness. Experimental psychology has nothing with which to
+replace it to-day, but it can at least show the direction from which
+decisive help may be expected in future.
+
+
+
+
+XXIV
+
+THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY
+
+
+Here we may stop. From those elementary questions concerning the
+mental effects, the path would quickly lead to questions of gravest
+importance. What is the mental effect which the economic labor
+produces in the laborer himself? How do economic movements influence
+the mind of the community? How far do non-economic factors produce
+effects on the psychical mechanism of the economic agents? But it
+would be idle to claim to-day for exact psychology, with its methods
+of causal thought, regions in which so far popular psychology, with
+its methods of purposive thought, is still sovereign. Our aim
+certainly was not to review the totality of possible problems related
+to economic efficiency, but merely to demonstrate the principles and
+the methods of experimental economic psychology by a few
+characteristic illustrations. As all the examples which we selected
+were chosen only in order to make clear the characteristic point of
+view of psychotechnics, it is unimportant whether the particular
+results will stand the test of further experimental investigations,
+or will have to be modified by new researches. What is needed to-day
+is not to distribute the results so far reached as if they were parts
+of a definite knowledge, but only to emphasize that the little which
+has been accomplished should encourage continuous effort. To stimulate
+such further work is the only purpose of this sketch.
+
+This further work will have to be a work of coöperation. The nature of
+this problem demands a relatively large number of persons for the
+experimental treatment. With most experimental researches in our
+psychological laboratories, the number of the subjects experimented on
+is not so important as the number of experiments made with a few
+well-trained participants. But with the questions of applied
+psychology the number of persons plays a much more significant rôle,
+as the individual differences become of greatest importance. The same
+problems ought therefore to be studied in various places, so that the
+results may be exchanged and compared. Moreover, these psychological
+economic investigations naturally lead beyond the possibilities of the
+university laboratories. To a certain degree this was true of other
+parts of applied psychology as well. Educational and medical
+experimental psychology could not reach their fullest productivity
+until the experiment was systematically carried into the schoolroom
+and the psychiatric clinic. But the classroom and the hospital are
+relatively accessible places for the scientific worker, as both are
+anyhow conducted under a scientific point of view. The teacher and the
+physician can easily learn to perform valuable experiments with school
+children or with patients. This favorable condition is lacking in the
+workshop and the factory, in the banks and the markets. The academic
+psychologist will be able to undertake work there only with a very
+disturbing expenditure of time and only under exceptional conditions.
+If such experiments, for instance, with laborers in a factory or
+employees of a railway are to advance beyond the faint first efforts
+of to-day and are really to become serviceable to the cultural
+progress of our time with effective completeness, they ought not to
+remain an accidental appendix to the theoretical laboratories. Either
+the universities must create special laboratories for applied
+psychology or independent research institutes must be founded which
+attack the new concrete problems under the point of view of national
+political economy. Experimental workshops could be created which are
+really adjusted to the special practical needs and to which a
+sufficiently large number of persons could be drawn for the
+systematic researches. The ideal solution for the United States would
+be a governmental bureau for applied psychology, with special
+reference to the psychology of commerce and industry, similar to the
+model agricultural stations all over the land under the Department of
+Agriculture.
+
+Only when such a broad foundation has been secured will the time be
+ripe to carry the method systematically into the daily work. The aim
+will never be for real experimental researches to be performed by the
+foreman in the workshop or by the superintendent in the factory. But
+slowly a certain acknowledged system of rules and prescriptions may be
+worked out which may be used as patterns, and which will not
+presuppose any scientific knowledge, any more than an understanding of
+the principles of electricity is necessary for one who uses the
+telephone. But besides the rigid rules which any one may apply,
+particular prescriptions will be needed fitting the special situation.
+This leads to the demand for the large establishments to appoint
+professionally trained psychologists who will devote their services to
+the psychological problems of the special industrial plant. There are
+many factories that have scores of scientifically trained chemists or
+physicists at work, but who would consider it an unproductive luxury
+to appoint a scientifically schooled experimental psychologist to
+their staff. And yet his observations and researches might become
+economically the most important factor. Similar expectations might be
+justified for the large department stores and especially for the big
+transportation companies. In smaller dimensions the same real needs
+exist in the ordinary workshop and store. It is obvious that the
+professional consulting psychologist would satisfy these needs most
+directly, and if such a new group of engineers were to enter into
+industrial life, very soon a further specialization might be expected.
+Some of these psychological engineers would devote themselves to the
+problems of vocational selection and appointment; others would
+specialize on questions of advertisement and display and propaganda; a
+third group on problems of fatigue, efficiency, and recreation; a
+fourth on the psychological demands for the arrangement of the
+machines; and every day would give rise to new divisions. Such a
+well-schooled specialist, if he spent a few hours in a workshop or a
+few days in a factory, could submit propositions which might refer
+exclusively to the psychological factors and yet which might be more
+important for the earning and the profit of the establishment than the
+mere buying of new machines or the mere increase in the number of
+laborers.
+
+No one can deny that such a transition must be burdened with difficult
+complications and even with dangers; and still less will any one doubt
+that it may be caricatured. One who demands that a chauffeur or a
+motorman of an electric railway be examined as to his psychical
+abilities by systematic psychological methods, so that accidents may
+be avoided, does not necessarily demand that a congressman or a
+cabinet minister or a candidate for marriage be tested too by
+psychological laboratory experiments, as the witty ones have proposed.
+And one who believes that the work in the factory ought to be studied
+with reference to the smallest possible expenditure of psychical
+impulses is not convinced that the same experimental methods will be
+necessary for the functions of eating and drinking and love-making, as
+has been suggested.
+
+And if it is true that difficulties and discomforts are to be feared
+during the transition period, they should be more than outweighed by
+the splendid betterments to be hoped for. We must not forget that the
+increase of industrial efficiency by future psychological adaptation
+and by improvement of the psychophysical conditions is not only in the
+interest of the employers, but still more of the employees; their
+working time can be reduced, their wages increased, their level of
+life raised. And above all, still more important than the naked
+commercial profit on both sides, is the cultural gain which will come
+to the total economic life of the nation, as soon as every one can be
+brought to the place where his best energies may be unfolded and his
+greatest personal satisfaction secured. The economic experimental
+psychology offers no more inspiring idea than this adjustment of work
+and psyche by which mental dissatisfaction in the work, mental
+depression and discouragement, may be replaced in our social community
+by overflowing joy and perfect inner harmony.
+
+
+THE END
+
+
+
+
+NOTES
+
+
+[1] The fullest account of the modern studies on individual
+differences is to be found in: William Stern: Die differentielle
+Psychologie in ihren methodischen Grundlagen. (Leipzig, 1911.)
+
+[2] The practical applications of psychology in education, law, and
+medicine, I have discussed in detail in the books: Münsterberg:
+Psychology and the Teacher. (New York, 1910.) Münsterberg: On the
+Witness Stand. (New York, 1908.) (English edition under the title:
+Psychology and Crime.) Münsterberg: Psychotherapy (New York, 1909.)
+
+[3] Frank Parsons: Choosing a Vocation. (Boston, 1909.)
+
+[4] M. Bloomfield: The Vocational Guidance of Youth. (Boston, 1911.)
+
+[5] Vocations for Boys. (Issued by the Vocation Bureau of Boston.
+1912.) Vocations for Boston Girls. (Issued by the Girls' Trade
+Education League. 1911.) Bulletins of Vocation Series. (Issued by the
+Women's Educational and Industrial Union. 1911.)
+
+[6] F.W. Taylor: The Principles of Scientific Management. (New York,
+1911.) H.L. Gantt: Work, Wages, and Profits. (New York, 1912.) And the
+books of Emerson, Gilbreth, Goldmark, etc., to be mentioned later.
+
+[7] H. Emerson: Efficiency as a Basis for Operation and Wages. (New
+York, 1912, p. 107.)
+
+[8] H. Emerson: The Twelve Principles of Efficiency. (New York, 1912,
+p. 176.)
+
+[9] H Emerson: The Twelve Principles, p. 156.
+
+[10] H. Emerson: The Twelve Principles, p. 177.
+
+[11] F.W. Taylor: The Principles of Scientific Management, pp. 86-97.
+
+[12] The experiments are being conducted and will be published by Mr.
+J.W. Bridges.
+
+[13] Investigation of Telephone Companies: Bureau of Labor.
+(Washington, Government Printing Office, 1910.)
+
+[14] Ries: Beiträge zur Methodik der Intelligenzprüfung. (Zeitschrift
+für Psychologie, 1910, vol. 56.)
+
+[15] For a survey of a large number of such tests and bibliography,
+compare: G.M. Whipple: Manual of Mental and Physical Tests.
+(Baltimore, 1911.)
+
+[16] F.L. Wells: The Relation of Practice to Individual Differences.
+(American Journal of Psychology, 1912, vol. 23, pp. 75-88.)
+
+[17] M. Bernays: Auslese und Anpassung der Arbeiterschaft der
+geschlossenen Grossindustrie, dargestellt an den Verhältnissen der
+Gladbacher Spinnerei und Weberei. (Leipzig, 1910, p. 337.)
+
+[18] H.C. McComas: Some Types of Attention. (Psychological Review
+Monographs, vol. 13, 3, 1911.)
+
+[19] Max Weber: Zur Psychophysik der industriellen Arbeit. (Archiv für
+Sozialwissenschaft und Sozialpolitik, 1908 and 1909, vols. 27 and 28.)
+
+[20] Bryan and Harter: Studies in the Telegraphic Language.
+(Psychological Review, vol. 4.)
+
+[21] W.F. Book: The Psychology of Skill. (University of Montana,
+Publications in Psychology, 1910.)
+
+[22] H. Münsterberg: Beiträge zur experimentellen Psychologie. (Book
+iv, 1892.)
+
+[23] A.J. Culler: Interference and Adaptability. (Archives of
+Psychology, 1912.)
+
+[24] The experiments are being conducted and will be published by Mr.
+L.W. Kline.
+
+[25] Adolf Gerson: Die physiologischen Grundlagen der Arbeitsteilung.
+(Zeitschrift für Sozialwissenschaft, 1907.)
+
+[26] Karl Bücher: Arbeit und Rhythmus. (Fourth Edition, Leipzig, 1909,
+p. 438.)
+
+[27] Frank G. Gilbreth: Motion Study. (New York, 1911.)
+
+[28] Taylor: The Principles of Scientific Management. (New York, 1911,
+p. 71.)
+
+[29] The experiments are being conducted and will be published by Mr.
+E.R. Riesen.
+
+[30] R. Herbertz: Zur Psychologie des Maschinenschreibens.
+(Zeitschrift für angewandte Psychologie, 1908, vol. 2, p. 551.)
+
+[31] C.L. Vaughan: The Moter Power of Complexity. (Harvard
+Psychological Studies, vol. 2, 1906, p. 527.)
+
+[32] G.M. Stratton: Some Experiments in the Perception of the
+Movement, Color, and Direction of Lights. (Psychological Review
+Monographs, vol. 10, 1908.)
+
+[33] The experiments are being conducted and will be published by Miss
+L.M. Seeley.
+
+[34] H. Münsterberg: Beiträge sur experimentellen Psychologie. (Book
+iv, 1892.)
+
+[35] R.S. Woodworth: Accuracy of Voluntary Movement. (Psychological
+Review Monographs, vol. 8, 1899.)
+
+[36] B.A. Lenfest: The Accuracy of Linear Movement. (Harvard
+Psychological Studies, vol. 2, 1906.)
+
+[37] Ranschburg: Ueber die Bedeutung der Ähnlichkeit beim Erlernen,
+Behalten und bei der Reproduktion. (Journal für Psychologie und
+Neurologie, vol. 6.) Ranschburg: Zeitschrift für Psychologie und
+Physiologie der Sinnesorgane. (Vol. 80, 1902.)
+
+[38] H. Kleinknecht: The Interference of Optical Stimuli. (Harvard
+Psychological Studies, vol. 2, 1906.)
+
+[39] The experiments are being conducted and will be published by Miss
+O.E. Martin.
+
+[40] Henry P. Kendall: Unsystematized, Systematized, and Scientific
+Management. (In Addresses and Discussions at the Conference on
+Scientific Management held at Dartmouth College, 1912.)
+
+[41] Ernst Abbé: Gesammelte Abhandlungen. (Jena, 1908, vol. 3, p.
+206.)
+
+[42] A full survey of the problem and its literature is contained in:
+Josephine Goldmark: Fatigue and Efficiency. (New York, 1912.)
+
+[43] F.W. Taylor: The Principles of Scientific Management. (New York,
+1911, p. 58.)
+
+[44] W. Hellpach: Die geopsychischen Erscheinungen, Wetter, Klima und
+Landschaft und ihr Einfluss auf das Seelenleben (Leipzig, 1911 p.
+176-212.)
+
+[45] Aschaffenburg: Praktische Arbeit unter Alkoholwirkung
+(Psychologische Arbeiten--Kraepelin, vol 1, 1906.)
+
+[46] Hildebrand Die Beeinflussung der Willenskraft durch den Alkohol
+(Königsberg, 1910.)
+
+[47] For the scientific facts concerning alcohol and bibliography
+compare Hugo Hoppe: Die Tatsachen über den Alkohol (Munich, 1912.)
+
+[48] H.L. Hollingworth: The Influence of Caffein on Mental and Motor
+Efficiency. (New York, 1912.)
+
+[49] Levenstein: Die Arbeiterfrage. (Munich, 1912.)
+
+[50] W.D. Scott: The Psychology of Advertising. (Boston, 1908, p.
+166.)
+
+[51] D. Starch: Psychology of Preferred Positions. (Judicious
+Advertising, New York, November, 1909.)
+
+[52] C.T. Burnett: The Estimation of Number. (Harvard Psychological
+Studies, vol. 2, p. 349.)
+
+[53] E.S. Rogers: The Unwary Purchaser: A Study in the Psychology of
+Trade Mark Infringement. (Michigan Law Review, vol. 8, 1910.)
+
+[54] The experiments are being conducted and will be published by Mr.
+G.A. Feingold.
+
+[55] W.D. Scott: Influencing Men in Business. (New York, 1911.)
+
+
+
+
+INDEX
+
+
+Abstinence, 230.
+
+Accidents, 63, 66, 76, 213, 224.
+
+Adjustment, 35, 158.
+
+Advertisement, 255.
+
+Alcohol, 225, 227.
+
+Analysis, 47, 123.
+
+Apperception, 266.
+
+Applied psychology, 5, 10, 15, 304.
+
+Appointment, 116.
+
+Apprentice, 145.
+
+Arguments, 295.
+
+Art, 273.
+
+Artificial track, 71.
+
+Association, 105, 156.
+
+Attention, 21, 66, 101, 106, 135, 197, 206, 284.
+
+Attitude, 68, 75.
+
+
+Beauty, 272, 278.
+
+Beginner, 182.
+
+Buying, 294.
+
+
+Caffein, 232.
+
+Capitalism, 143.
+
+Card test, 87.
+
+Choice of vocation, 32, 34.
+
+Color blindness, 30, 57.
+
+Complication, 84.
+
+Concentration, 136.
+
+Confession, 18.
+
+Consciousness, 247.
+
+Conservation, 38.
+
+Consulting psychologist, 307.
+
+Conversation, 208.
+
+Counting, 175.
+
+Correlation, 134.
+
+Court, 292.
+
+Credit bureau, 299.
+
+Criminal, 14.
+
+Customer, 298.
+
+
+Decision, 85, 94.
+
+Discrimination, 74.
+
+Display, 272.
+
+Dispositions, 27, 125, 170.
+
+Distraction, 206.
+
+Distribution, 276.
+
+Disturbances, 210.
+
+Division of labor, 28, 51, 191.
+
+Dynamogenic, 173.
+
+
+Economics, 19, 243, 250.
+
+Educational psychology, 11.
+
+Efficiency, 50, 144, 158, 180, 190, 223, 225.
+
+Effort, 161.
+
+Electric railway, 63, 69, 180.
+
+Energy, 175.
+
+Entertainment, 233.
+
+Ergograph, 149.
+
+Exactitude, 186.
+
+Examinations, 29.
+
+Excitability, 226.
+
+Experimental psychology, 4, 57, 251.
+
+Expert, 292.
+
+
+Factory, 122, 191, 212, 233, 279, 306.
+
+Failure, 35.
+
+Fatigue, 63, 180, 192, 206, 211, 218.
+
+Feeling, 147, 157, 253.
+
+Fitness, 53, 60, 116.
+
+Foresight, 64.
+
+
+Grading, 103, 107.
+
+Groups, 129.
+
+
+Habits, 150, 182.
+
+Handwriting, 134.
+
+History, 248.
+
+Household, 177.
+
+
+Illusions, 277.
+
+Imagination, 66.
+
+Imitation, 236, 282.
+
+Inclination, 126.
+
+Individual differences, 8, 10, 28, 82, 125, 129, 199, 222.
+
+Industrial experiments, 67.
+
+Industry, 59, 160, 191.
+
+Inhibition, 84, 162, 176, 203.
+
+Injuries, 213.
+
+Intelligence, 102.
+
+Interest, 194.
+
+Interference, 154.
+
+Interruption, 183.
+
+Intuition, 53.
+
+
+Jurisdiction, 283.
+
+
+Labels, 279, 282.
+
+Labor legislation, 63.
+
+Learning, 141, 147.
+
+Legal psychology, 14, 282.
+
+Localization of sound, 95.
+
+Locomotives, 176.
+
+Logic, 248.
+
+
+Machine, 160, 162.
+
+Mason, 164.
+
+Meaning, 247.
+
+Medical psychology, 12.
+
+Memory, 101, 147, 171, 226, 227, 259.
+
+Methods, 148.
+
+Mills, 117.
+
+Miniature models, 67.
+
+Monotony, 190, 198.
+
+Motormen, 63, 74.
+
+Movement, 145, 161, 169, 180, 185.
+
+Muscles, 160.
+
+
+Nationality, 130.
+
+Nervous disease, 13.
+
+Newspaper, 259.
+
+Noise, 173.
+
+Number, 275.
+
+Numerical results, 77.
+
+
+Optics, 277.
+
+Organization, 154.
+
+
+Packing, 282.
+
+Pauses, 214.
+
+Pedagogy, 11, 146.
+
+Personality, 112.
+
+Position, 269.
+
+Postal cards, 286.
+
+Prejudices, 133.
+
+Psychiatry, 12.
+
+Psychological laboratories, 5, 45, 257, 304.
+
+Psychophysical law, 252.
+
+Psychotechnics, 17.
+
+
+Qualities, 27.
+
+Questionnaires, 43.
+
+
+Race, 130.
+
+Rapidity, 187.
+
+Reaction-time, 54, 65.
+
+Recognition, 268.
+
+Repetition, 148, 162, 192, 262.
+
+Rest, 217.
+
+Rhythm, 162, 187.
+
+
+Salesman, 294.
+
+Satisfaction, 248.
+
+Saving, 165, 184.
+
+School, 128, 146, 219.
+
+Scientific management, 49, 159, 164, 168, 297.
+
+Selection, 51.
+
+Self-knowledge, 30, 44.
+
+Self-observation, 45.
+
+Selling, 294.
+
+Sewing, 178.
+
+Sex, 132.
+
+Shifting, 118.
+
+Ship models, 67.
+
+Ship service, 83.
+
+Shoveling, 166.
+
+Signals, 176.
+
+Similarity, 283, 286.
+
+Size, 261.
+
+Sleep, 224.
+
+Social influences, 221.
+
+Speed, 169, 233.
+
+Subdivision, 22.
+
+Suggestion, 274, 295.
+
+
+Task, 237.
+
+Technical sciences, 17.
+
+Technique, 158, 161.
+
+Telegraphy, 150.
+
+Telephone Service, 97.
+
+Temperature, 223.
+
+Tests, 76, 80, 105, 111.
+
+Trade Unions, 50.
+
+Training, 125, 141, 150.
+
+Type-setting, 124.
+
+Typewriting, 151, 170.
+
+
+Uncertainty, 284.
+
+Unfitness, 31.
+
+Uniformity, 193. 199.
+
+
+Values, 245.
+
+Visibility, 172.
+
+Vividness, 261.
+
+Vocation, 32, 40, 58.
+
+Vocational counselor, 41.
+
+Vocational guidance, 37, 48.
+
+
+Wages, 127, 165, 195, 235.
+
+Waste, 38, 145, 160.
+
+Will-impulse, 149, 227.
+
+Witness, 14.
+
+Women, 132, 161.
+
+Working-day, 212, 296.
+
+
+
+
+
+
+End of the Project Gutenberg EBook of Psychology and Industrial Efficiency
+by Hugo Münsterberg
+
+*** END OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+***** This file should be named 15154-8.txt or 15154-8.zip *****
+This and all associated files of various formats will be found in:
+ https://www.gutenberg.org/1/5/1/5/15154/
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+Updated editions will replace the previous one--the old editions
+will be renamed.
+
+Creating the works from public domain print editions means that no
+one owns a United States copyright in these works, so the Foundation
+(and you!) can copy and distribute it in the United States without
+permission and without paying copyright royalties. Special rules,
+set forth in the General Terms of Use part of this license, apply to
+copying and distributing Project Gutenberg-tm electronic works to
+protect the PROJECT GUTENBERG-tm concept and trademark. Project
+Gutenberg is a registered trademark, and may not be used if you
+charge for the eBooks, unless you receive specific permission. If you
+do not charge anything for copies of this eBook, complying with the
+rules is very easy. You may use this eBook for nearly any purpose
+such as creation of derivative works, reports, performances and
+research. They may be modified and printed and given away--you may do
+practically ANYTHING with public domain eBooks. Redistribution is
+subject to the trademark license, especially commercial
+redistribution.
+
+
+
+*** START: FULL LICENSE ***
+
+THE FULL PROJECT GUTENBERG LICENSE
+PLEASE READ THIS BEFORE YOU DISTRIBUTE OR USE THIS WORK
+
+To protect the Project Gutenberg-tm mission of promoting the free
+distribution of electronic works, by using or distributing this work
+(or any other work associated in any way with the phrase "Project
+Gutenberg"), you agree to comply with all the terms of the Full Project
+Gutenberg-tm License (available with this file or online at
+https://gutenberg.org/license).
+
+
+Section 1. General Terms of Use and Redistributing Project Gutenberg-tm
+electronic works
+
+1.A. By reading or using any part of this Project Gutenberg-tm
+electronic work, you indicate that you have read, understand, agree to
+and accept all the terms of this license and intellectual property
+(trademark/copyright) agreement. If you do not agree to abide by all
+the terms of this agreement, you must cease using and return or destroy
+all copies of Project Gutenberg-tm electronic works in your possession.
+If you paid a fee for obtaining a copy of or access to a Project
+Gutenberg-tm electronic work and you do not agree to be bound by the
+terms of this agreement, you may obtain a refund from the person or
+entity to whom you paid the fee as set forth in paragraph 1.E.8.
+
+1.B. "Project Gutenberg" is a registered trademark. It may only be
+used on or associated in any way with an electronic work by people who
+agree to be bound by the terms of this agreement. There are a few
+things that you can do with most Project Gutenberg-tm electronic works
+even without complying with the full terms of this agreement. See
+paragraph 1.C below. There are a lot of things you can do with Project
+Gutenberg-tm electronic works if you follow the terms of this agreement
+and help preserve free future access to Project Gutenberg-tm electronic
+works. See paragraph 1.E below.
+
+1.C. The Project Gutenberg Literary Archive Foundation ("the Foundation"
+or PGLAF), owns a compilation copyright in the collection of Project
+Gutenberg-tm electronic works. Nearly all the individual works in the
+collection are in the public domain in the United States. If an
+individual work is in the public domain in the United States and you are
+located in the United States, we do not claim a right to prevent you from
+copying, distributing, performing, displaying or creating derivative
+works based on the work as long as all references to Project Gutenberg
+are removed. Of course, we hope that you will support the Project
+Gutenberg-tm mission of promoting free access to electronic works by
+freely sharing Project Gutenberg-tm works in compliance with the terms of
+this agreement for keeping the Project Gutenberg-tm name associated with
+the work. You can easily comply with the terms of this agreement by
+keeping this work in the same format with its attached full Project
+Gutenberg-tm License when you share it without charge with others.
+
+1.D. The copyright laws of the place where you are located also govern
+what you can do with this work. Copyright laws in most countries are in
+a constant state of change. If you are outside the United States, check
+the laws of your country in addition to the terms of this agreement
+before downloading, copying, displaying, performing, distributing or
+creating derivative works based on this work or any other Project
+Gutenberg-tm work. The Foundation makes no representations concerning
+the copyright status of any work in any country outside the United
+States.
+
+1.E. Unless you have removed all references to Project Gutenberg:
+
+1.E.1. The following sentence, with active links to, or other immediate
+access to, the full Project Gutenberg-tm License must appear prominently
+whenever any copy of a Project Gutenberg-tm work (any work on which the
+phrase "Project Gutenberg" appears, or with which the phrase "Project
+Gutenberg" is associated) is accessed, displayed, performed, viewed,
+copied or distributed:
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+1.E.2. If an individual Project Gutenberg-tm electronic work is derived
+from the public domain (does not contain a notice indicating that it is
+posted with permission of the copyright holder), the work can be copied
+and distributed to anyone in the United States without paying any fees
+or charges. If you are redistributing or providing access to a work
+with the phrase "Project Gutenberg" associated with or appearing on the
+work, you must comply either with the requirements of paragraphs 1.E.1
+through 1.E.7 or obtain permission for the use of the work and the
+Project Gutenberg-tm trademark as set forth in paragraphs 1.E.8 or
+1.E.9.
+
+1.E.3. If an individual Project Gutenberg-tm electronic work is posted
+with the permission of the copyright holder, your use and distribution
+must comply with both paragraphs 1.E.1 through 1.E.7 and any additional
+terms imposed by the copyright holder. Additional terms will be linked
+to the Project Gutenberg-tm License for all works posted with the
+permission of the copyright holder found at the beginning of this work.
+
+1.E.4. Do not unlink or detach or remove the full Project Gutenberg-tm
+License terms from this work, or any files containing a part of this
+work or any other work associated with Project Gutenberg-tm.
+
+1.E.5. Do not copy, display, perform, distribute or redistribute this
+electronic work, or any part of this electronic work, without
+prominently displaying the sentence set forth in paragraph 1.E.1 with
+active links or immediate access to the full terms of the Project
+Gutenberg-tm License.
+
+1.E.6. You may convert to and distribute this work in any binary,
+compressed, marked up, nonproprietary or proprietary form, including any
+word processing or hypertext form. However, if you provide access to or
+distribute copies of a Project Gutenberg-tm work in a format other than
+"Plain Vanilla ASCII" or other format used in the official version
+posted on the official Project Gutenberg-tm web site (www.gutenberg.org),
+you must, at no additional cost, fee or expense to the user, provide a
+copy, a means of exporting a copy, or a means of obtaining a copy upon
+request, of the work in its original "Plain Vanilla ASCII" or other
+form. Any alternate format must include the full Project Gutenberg-tm
+License as specified in paragraph 1.E.1.
+
+1.E.7. Do not charge a fee for access to, viewing, displaying,
+performing, copying or distributing any Project Gutenberg-tm works
+unless you comply with paragraph 1.E.8 or 1.E.9.
+
+1.E.8. You may charge a reasonable fee for copies of or providing
+access to or distributing Project Gutenberg-tm electronic works provided
+that
+
+- You pay a royalty fee of 20% of the gross profits you derive from
+ the use of Project Gutenberg-tm works calculated using the method
+ you already use to calculate your applicable taxes. The fee is
+ owed to the owner of the Project Gutenberg-tm trademark, but he
+ has agreed to donate royalties under this paragraph to the
+ Project Gutenberg Literary Archive Foundation. Royalty payments
+ must be paid within 60 days following each date on which you
+ prepare (or are legally required to prepare) your periodic tax
+ returns. Royalty payments should be clearly marked as such and
+ sent to the Project Gutenberg Literary Archive Foundation at the
+ address specified in Section 4, "Information about donations to
+ the Project Gutenberg Literary Archive Foundation."
+
+- You provide a full refund of any money paid by a user who notifies
+ you in writing (or by e-mail) within 30 days of receipt that s/he
+ does not agree to the terms of the full Project Gutenberg-tm
+ License. You must require such a user to return or
+ destroy all copies of the works possessed in a physical medium
+ and discontinue all use of and all access to other copies of
+ Project Gutenberg-tm works.
+
+- You provide, in accordance with paragraph 1.F.3, a full refund of any
+ money paid for a work or a replacement copy, if a defect in the
+ electronic work is discovered and reported to you within 90 days
+ of receipt of the work.
+
+- You comply with all other terms of this agreement for free
+ distribution of Project Gutenberg-tm works.
+
+1.E.9. If you wish to charge a fee or distribute a Project Gutenberg-tm
+electronic work or group of works on different terms than are set
+forth in this agreement, you must obtain permission in writing from
+both the Project Gutenberg Literary Archive Foundation and Michael
+Hart, the owner of the Project Gutenberg-tm trademark. Contact the
+Foundation as set forth in Section 3 below.
+
+1.F.
+
+1.F.1. Project Gutenberg volunteers and employees expend considerable
+effort to identify, do copyright research on, transcribe and proofread
+public domain works in creating the Project Gutenberg-tm
+collection. Despite these efforts, Project Gutenberg-tm electronic
+works, and the medium on which they may be stored, may contain
+"Defects," such as, but not limited to, incomplete, inaccurate or
+corrupt data, transcription errors, a copyright or other intellectual
+property infringement, a defective or damaged disk or other medium, a
+computer virus, or computer codes that damage or cannot be read by
+your equipment.
+
+1.F.2. LIMITED WARRANTY, DISCLAIMER OF DAMAGES - Except for the "Right
+of Replacement or Refund" described in paragraph 1.F.3, the Project
+Gutenberg Literary Archive Foundation, the owner of the Project
+Gutenberg-tm trademark, and any other party distributing a Project
+Gutenberg-tm electronic work under this agreement, disclaim all
+liability to you for damages, costs and expenses, including legal
+fees. YOU AGREE THAT YOU HAVE NO REMEDIES FOR NEGLIGENCE, STRICT
+LIABILITY, BREACH OF WARRANTY OR BREACH OF CONTRACT EXCEPT THOSE
+PROVIDED IN PARAGRAPH F3. YOU AGREE THAT THE FOUNDATION, THE
+TRADEMARK OWNER, AND ANY DISTRIBUTOR UNDER THIS AGREEMENT WILL NOT BE
+LIABLE TO YOU FOR ACTUAL, DIRECT, INDIRECT, CONSEQUENTIAL, PUNITIVE OR
+INCIDENTAL DAMAGES EVEN IF YOU GIVE NOTICE OF THE POSSIBILITY OF SUCH
+DAMAGE.
+
+1.F.3. LIMITED RIGHT OF REPLACEMENT OR REFUND - If you discover a
+defect in this electronic work within 90 days of receiving it, you can
+receive a refund of the money (if any) you paid for it by sending a
+written explanation to the person you received the work from. If you
+received the work on a physical medium, you must return the medium with
+your written explanation. The person or entity that provided you with
+the defective work may elect to provide a replacement copy in lieu of a
+refund. If you received the work electronically, the person or entity
+providing it to you may choose to give you a second opportunity to
+receive the work electronically in lieu of a refund. If the second copy
+is also defective, you may demand a refund in writing without further
+opportunities to fix the problem.
+
+1.F.4. Except for the limited right of replacement or refund set forth
+in paragraph 1.F.3, this work is provided to you 'AS-IS' WITH NO OTHER
+WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO
+WARRANTIES OF MERCHANTIBILITY OR FITNESS FOR ANY PURPOSE.
+
+1.F.5. Some states do not allow disclaimers of certain implied
+warranties or the exclusion or limitation of certain types of damages.
+If any disclaimer or limitation set forth in this agreement violates the
+law of the state applicable to this agreement, the agreement shall be
+interpreted to make the maximum disclaimer or limitation permitted by
+the applicable state law. The invalidity or unenforceability of any
+provision of this agreement shall not void the remaining provisions.
+
+1.F.6. INDEMNITY - You agree to indemnify and hold the Foundation, the
+trademark owner, any agent or employee of the Foundation, anyone
+providing copies of Project Gutenberg-tm electronic works in accordance
+with this agreement, and any volunteers associated with the production,
+promotion and distribution of Project Gutenberg-tm electronic works,
+harmless from all liability, costs and expenses, including legal fees,
+that arise directly or indirectly from any of the following which you do
+or cause to occur: (a) distribution of this or any Project Gutenberg-tm
+work, (b) alteration, modification, or additions or deletions to any
+Project Gutenberg-tm work, and (c) any Defect you cause.
+
+
+Section 2. Information about the Mission of Project Gutenberg-tm
+
+Project Gutenberg-tm is synonymous with the free distribution of
+electronic works in formats readable by the widest variety of computers
+including obsolete, old, middle-aged and new computers. It exists
+because of the efforts of hundreds of volunteers and donations from
+people in all walks of life.
+
+Volunteers and financial support to provide volunteers with the
+assistance they need, is critical to reaching Project Gutenberg-tm's
+goals and ensuring that the Project Gutenberg-tm collection will
+remain freely available for generations to come. In 2001, the Project
+Gutenberg Literary Archive Foundation was created to provide a secure
+and permanent future for Project Gutenberg-tm and future generations.
+To learn more about the Project Gutenberg Literary Archive Foundation
+and how your efforts and donations can help, see Sections 3 and 4
+and the Foundation web page at https://www.pglaf.org.
+
+
+Section 3. Information about the Project Gutenberg Literary Archive
+Foundation
+
+The Project Gutenberg Literary Archive Foundation is a non profit
+501(c)(3) educational corporation organized under the laws of the
+state of Mississippi and granted tax exempt status by the Internal
+Revenue Service. The Foundation's EIN or federal tax identification
+number is 64-6221541. Its 501(c)(3) letter is posted at
+https://pglaf.org/fundraising. Contributions to the Project Gutenberg
+Literary Archive Foundation are tax deductible to the full extent
+permitted by U.S. federal laws and your state's laws.
+
+The Foundation's principal office is located at 4557 Melan Dr. S.
+Fairbanks, AK, 99712., but its volunteers and employees are scattered
+throughout numerous locations. Its business office is located at
+809 North 1500 West, Salt Lake City, UT 84116, (801) 596-1887, email
+business@pglaf.org. Email contact links and up to date contact
+information can be found at the Foundation's web site and official
+page at https://pglaf.org
+
+For additional contact information:
+ Dr. Gregory B. Newby
+ Chief Executive and Director
+ gbnewby@pglaf.org
+
+
+Section 4. Information about Donations to the Project Gutenberg
+Literary Archive Foundation
+
+Project Gutenberg-tm depends upon and cannot survive without wide
+spread public support and donations to carry out its mission of
+increasing the number of public domain and licensed works that can be
+freely distributed in machine readable form accessible by the widest
+array of equipment including outdated equipment. Many small donations
+($1 to $5,000) are particularly important to maintaining tax exempt
+status with the IRS.
+
+The Foundation is committed to complying with the laws regulating
+charities and charitable donations in all 50 states of the United
+States. Compliance requirements are not uniform and it takes a
+considerable effort, much paperwork and many fees to meet and keep up
+with these requirements. We do not solicit donations in locations
+where we have not received written confirmation of compliance. To
+SEND DONATIONS or determine the status of compliance for any
+particular state visit https://pglaf.org
+
+While we cannot and do not solicit contributions from states where we
+have not met the solicitation requirements, we know of no prohibition
+against accepting unsolicited donations from donors in such states who
+approach us with offers to donate.
+
+International donations are gratefully accepted, but we cannot make
+any statements concerning tax treatment of donations received from
+outside the United States. U.S. laws alone swamp our small staff.
+
+Please check the Project Gutenberg Web pages for current donation
+methods and addresses. Donations are accepted in a number of other
+ways including including checks, online payments and credit card
+donations. To donate, please visit: https://pglaf.org/donate
+
+
+Section 5. General Information About Project Gutenberg-tm electronic
+works.
+
+Professor Michael S. Hart was the originator of the Project Gutenberg-tm
+concept of a library of electronic works that could be freely shared
+with anyone. For thirty years, he produced and distributed Project
+Gutenberg-tm eBooks with only a loose network of volunteer support.
+
+
+Project Gutenberg-tm eBooks are often created from several printed
+editions, all of which are confirmed as Public Domain in the U.S.
+unless a copyright notice is included. Thus, we do not necessarily
+keep eBooks in compliance with any particular paper edition.
+
+
+Most people start at our Web site which has the main PG search facility:
+
+ https://www.gutenberg.org
+
+This Web site includes information about Project Gutenberg-tm,
+including how to make donations to the Project Gutenberg Literary
+Archive Foundation, how to help produce our new eBooks, and how to
+subscribe to our email newsletter to hear about new eBooks.
diff --git a/15154-8.zip b/15154-8.zip
new file mode 100644
index 0000000..17ad855
--- /dev/null
+++ b/15154-8.zip
Binary files differ
diff --git a/15154-h.zip b/15154-h.zip
new file mode 100644
index 0000000..41ab9c9
--- /dev/null
+++ b/15154-h.zip
Binary files differ
diff --git a/15154-h/15154-h.htm b/15154-h/15154-h.htm
new file mode 100644
index 0000000..ed435dd
--- /dev/null
+++ b/15154-h/15154-h.htm
@@ -0,0 +1,7287 @@
+<?xml version="1.0" encoding="ISO-8859-1"?>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
+<html xmlns="http://www.w3.org/1999/xhtml">
+ <head>
+ <title>
+ The Project Gutenberg eBook of Psychology And Industrial Efficiency, by Hugo Munsterberg.
+ </title>
+ <style type="text/css">
+/*<![CDATA[ XML blockout */
+<!--
+ p { margin-top: .75em;
+ text-align: justify;
+ margin-bottom: .75em;
+ }
+ h1,h2,h3,h4,h5,h6 {
+ text-align: center; /* all headings centered */
+ clear: both;
+ }
+ hr { width: 33%;
+ margin-top: 2em;
+ margin-bottom: 2em;
+ margin-left: auto;
+ margin-right: auto;
+ clear: both;
+ }
+
+ table {margin-left: auto; margin-right: auto;}
+
+ body{margin-left: 10%;
+ margin-right: 10%;
+ }
+
+ .linenum {position: absolute; top: auto; left: 4%;} /* poetry number */
+ .blockquot{margin-left: 5%; margin-right: 10%;}
+ .pagenum {position: absolute; left: 92%; font-size: smaller; text-align: right;} /* page numbers */
+ .sidenote {width: 20%; padding-bottom: .5em; padding-top: .5em;
+ padding-left: .5em; padding-right: .5em; margin-left: 1em;
+ float: right; clear: right; margin-top: 1em;
+ font-size: smaller; background: #eeeeee; border: dashed 1px;}
+
+ .bb {border-bottom: solid 2px;}
+ .bl {border-left: solid 2px;}
+ .bt {border-top: solid 2px;}
+ .br {border-right: solid 2px;}
+ .bbox {border: solid 2px;}
+
+ .center {text-align: center;}
+ .smcap {font-variant: small-caps;}
+
+ .figcenter {margin: auto; text-align: center;}
+
+ .figleft {float: left; clear: left; margin-left: 0; margin-bottom: 1em; margin-top:
+ 1em; margin-right: 1em; padding: 0; text-align: center;}
+
+ .figright {float: right; clear: right; margin-left: 1em; margin-bottom: 1em;
+ margin-top: 1em; margin-right: 0; padding: 0; text-align: center;}
+
+ .footnotes {border: dashed 1px;}
+ .footnote {margin-left: 10%; margin-right: 10%; font-size: 0.9em;}
+ .footnote .label {position: absolute; right: 84%; text-align: right;}
+ .fnanchor {vertical-align: super; font-size: .8em; text-decoration: none;}
+
+ .poem {margin-left:10%; margin-right:10%; text-align: left;}
+ .poem br {display: none;}
+ .poem .stanza {margin: 1em 0em 1em 0em;}
+ .poem span {display: block; margin: 0; padding-left: 3em; text-indent: -3em;}
+ .poem span.i2 {display: block; margin-left: 2em;}
+ .poem span.i4 {display: block; margin-left: 4em;}
+ // -->
+ /* XML end ]]>*/
+ </style>
+ </head>
+<body>
+
+
+<pre>
+
+Project Gutenberg's Psychology and Industrial Efficiency, by Hugo Münsterberg
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+
+Title: Psychology and Industrial Efficiency
+
+Author: Hugo Münsterberg
+
+Release Date: February 23, 2005 [EBook #15154]
+
+Language: English
+
+Character set encoding: ISO-8859-1
+
+*** START OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+
+
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+
+
+
+
+</pre>
+
+<h1><a name="Page_-8" id="Page_-8" /><a name="Page_-7" id="Page_-7" />PSYCHOLOGY AND</h1>
+<h1>INDUSTRIAL EFFICIENCY</h1>
+
+
+<h3>BY</h3>
+
+<h2>HUGO M&Uuml;NSTERBERG</h2>
+
+<div class="center">
+BOSTON AND NEW YORK<br />
+HOUGHTON MIFFLIN COMPANY<br />
+The Riverside Press Cambridge<br />
+1913</div>
+
+<hr style="width: 65%;" />
+<div class="center"><a name="Page_-6" id="Page_-6" /><a name="Page_-5" id="Page_-5" />TO<br />
+HAROLD F. McCORMICK</div>
+
+
+<hr style="width: 65%;" />
+<h2><a name="PREFATORY_NOTE" id="PREFATORY_NOTE" /><a name="Page_-4" id="Page_-4" /><a name="Page_-3" id="Page_-3" />PREFATORY NOTE</h2>
+
+<p>This book corresponds to a German book, which I published a few months
+ago, under the title <i>Psychologie und Wirlschaftsleben: Ein Beitrag
+zur angewandten Experimental-Psychologie</i> (Leipzig: J.A. Barth). It is
+not a translation, as some parts of the German volume have been
+abbreviated or entirely omitted and other parts have been enlarged and
+supplemented. Yet the essential substance of the two books is
+identical.</p>
+
+<hr style="width: 65%;" />
+
+<h2><a name="Page_-2" id="Page_-2" /><a name="Page_-1" id="Page_-1" />CONTENTS</h2>
+
+<p>
+<a href="#INTRODUCTION"><b>INTRODUCTION</b></a><br />
+<br />
+<span style="margin-left: 1em;"><a href="#I"><b>I.</b></a>&nbsp;APPLIED PSYCHOLOGY</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#II"><b>II.</b></a>&nbsp;THE DEMANDS OF PRACTICAL LIFE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#III"><b>III.</b></a>&nbsp;MEANS AND ENDS</span><br />
+<br />
+<br />
+<a href="#PART_I"><b>I.</b></a>&nbsp;THE BEST POSSIBLE MAN<br />
+<br />
+<span style="margin-left: 1em;"><a href="#IV"><b>IV.</b></a>&nbsp;VOCATION AND FITNESS</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#V"><b>V.</b></a>&nbsp;SCIENTIFIC VOCATIONAL GUIDANCE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#VI"><b>VI.</b></a>&nbsp;SCIENTIFIC MANAGEMENT</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#VII"><b>VII.</b></a>&nbsp;THE METHODS OF EXPERIMENTAL PSYCHOLOGY</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#VIII"><b>VIII.</b></a>&nbsp;EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#IX"><b>IX.</b></a>&nbsp;EXPERIMENTS IN THE INTEREST OF SHIP SERVICE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#X"><b>X.</b></a>&nbsp;EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XI"><b>XI.</b></a>&nbsp;CONTRIBUTIONS FROM MEN OF AFFAIRS</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XII"><b>XII.</b></a>&nbsp;INDIVIDUALS AND GROUPS</span><br />
+<br />
+<br />
+<a href="#PART_II"><b>II.</b></a>&nbsp;THE BEST POSSIBLE WORK<br />
+<br />
+<span style="margin-left: 1em;"><a href="#XIII"><b>XIII.</b></a>&nbsp;LEARNING AND TRAINING</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XIV"><b>XIV.</b></a>&nbsp;THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS</span><br />
+<br /><a name="Page_0" id="Page_0" />
+<span style="margin-left: 1em;"><a href="#XV"><b>XV.</b></a>&nbsp;THE ECONOMY OF MOVEMENT</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XVI"><b>XVI.</b></a>&nbsp;EXPERIMENTS ON THE PROBLEM OF MONOTONY</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XVII"><b>XVII.</b></a>&nbsp;ATTENTION AND FATIGUE</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XVIII"><b>XVIII.</b></a>&nbsp;PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER</span><br />
+<br />
+<br />
+<a href="#PART_III"><b>III.</b></a>&nbsp;THE BEST POSSIBLE EFFECT<br />
+<br />
+<span style="margin-left: 1em;"><a href="#XIX"><b>XIX.</b></a>&nbsp;THE SATISFACTION OF ECONOMIC DEMANDS</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XX"><b>XX.</b></a>&nbsp;EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XXI"><b>XXI.</b></a>&nbsp;THE EFFECT OF DISPLAY</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XXII"><b>XXII.</b></a>&nbsp;EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XXIII"><b>XXIII.</b></a>&nbsp;BUYING AND SELLING</span><br />
+<br />
+<span style="margin-left: 1em;"><a href="#XXIV"><b>XXIV.</b></a>&nbsp;THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY</span><br />
+<br />
+<br />
+<a href="#NOTES"><b>NOTES</b></a><br />
+<br />
+<a href="#INDEX"><b>INDEX</b></a><br />
+</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="Page_1" id="Page_1" /><a name="Page_2" id="Page_2" /><a name="Page_3" id="Page_3" />PSYCHOLOGY AND INDUSTRIAL EFFICIENCY</h2>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="INTRODUCTION" id="INTRODUCTION" />INTRODUCTION</h2>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="I" id="I" />I</h2>
+
+<h3>APPLIED PSYCHOLOGY</h3>
+
+
+<p>Our aim is to sketch the outlines of a new science which is to
+intermediate between the modern laboratory psychology and the problems
+of economics: the psychological experiment is systematically to be
+placed at the service of commerce and industry. So far we have only
+scattered beginnings of the new doctrine, only tentative efforts and
+disconnected attempts which have started, sometimes in economic, and
+sometimes in psychological, quarters. The time when an exact
+psychology of business life will be presented as a closed and
+perfected system lies very far distant. But the earlier the attention
+of wider circles is directed to its beginnings and to the importance
+and bearings of its tasks, the quicker and the more sound will be the
+development of this young science. What is most needed to-day at the
+beginning of the new movement are <a name="Page_4" id="Page_4" />clear, concrete illustrations which
+demonstrate the possibilities of the new method. In the following
+pages, accordingly, it will be my aim to analyze the results of
+experiments which have actually been carried out, experiments
+belonging to many different spheres of economic life. But these
+detached experiments ought always at least to point to a connected
+whole; the single experiments will, therefore, always need a general
+discussion of the principles as a background. In the interest of such
+a wider perspective we may at first enter into some preparatory
+questions of theory. They may serve as an introduction which is to
+lead us to the actual economic life and the present achievements of
+experimental psychology.</p>
+
+<p>It is well known that the modern psychologists only slowly and very
+reluctantly approached the apparently natural task of rendering useful
+service to practical life. As long as the study of the mind was
+entirely dependent upon philosophical or theological speculation, no
+help could be expected from such endeavors to assist in the daily
+walks of life. But half a century has passed since the study of
+consciousness was switched into the tracks of exact scientific
+investigation. Five decades ago the psychologists began to devote
+themselves to the most minute description of the mental experiences
+and to explain the mental life <a name="Page_5" id="Page_5" />in a way which was modeled after the
+pattern of exact natural sciences. Their aim was no longer to
+speculate about the soul, but to find the psychical elements and the
+constant laws which control their connections. Psychology became
+experimental and physiological. For more than thirty years the
+psychologists have also had their workshops. Laboratories for
+experimental psychology have grown up in all civilized countries, and
+the new method has been applied to one group of mental traits after
+another. And yet we stand before the surprising fact that all the
+manifold results of the new science have remained book knowledge,
+detached from any practical interests. Only in the last ten years do
+we find systematic efforts to apply the experimental results of
+psychology to the needs of society.</p>
+
+<p>It is clear that the reason for this late beginning is not an
+unwillingness of the last century to make theoretical knowledge
+serviceable to the demands of life. Every one knows, on the contrary,
+that the glorious advance of the natural sciences became at the same
+time a triumphal march of technique. Whatever was brought to light in
+the laboratories of the physicists and chemists, of the physiologists
+and pathologists, was quickly transformed into achievements of
+physical and chemical industry, of medicine and hygiene, of
+agriculture<a name="Page_6" id="Page_6" /> and mining and transportation. No realm of the external
+social life remained untouched. The scientists, on the other hand,
+felt that the far-reaching practical effect which came from their
+discoveries exerted a stimulating influence on the theoretical
+researches themselves. The pure search for truth and knowledge was not
+lowered when the electrical waves were harnessed for wireless
+telegraphy, or the Roentgen rays were forced into the service of
+surgery. The knowledge of nature and the mastery of nature have always
+belonged together.</p>
+
+<p>The persistent hesitation of the psychologists to make similar
+practical use of their experimental results has therefore come from
+different causes. The students of mental life evidently had the
+feeling that quiet, undisturbed research was needed for the new
+science of psychology in order that a certain maturity might be
+reached before a contact with the turmoil of practical life would be
+advisable. The sciences themselves cannot escape injury if their
+results are forced into the rush of the day before the fundamental
+ideas have been cleared up, the methods of investigation really tried,
+and an ample supply of facts collected. But this very justified
+reluctance becomes a real danger if it grows into an instinctive fear
+of coming into contact at all with practical life. To be sure, <a name="Page_7" id="Page_7" />in any
+single case there may be a difference of opinion as to when the right
+time has come and when the inner consolidation of a new science is
+sufficiently advanced for the technical service, but it ought to be
+clear that it is not wise to wait until the scientists have settled
+all the theoretical problems involved. True progress in every
+scientific field means that the problems become multiplied and that
+ever new questions keep coming to the surface. If the psychologists
+were to refrain from practical application until the theoretical
+results of their laboratories need no supplement, the time for applied
+psychology would never come. Whoever looks without prejudice on the
+development of modern psychology ought to acknowledge that the
+hesitancy which was justified in the beginning would to-day be
+inexcusable lack of initiative. For the sciences of the mind too, the
+time has come when theory and practice must support each other. An
+exceedingly large mass of facts has been gathered, the methods have
+become refined and differentiated, and however much may still be under
+discussion, the ground common to all is ample enough to build upon.</p>
+
+<p>Another important reason for the slowness of practical progress was
+probably this. When the psychologists began to work with the new
+experimental methods, their most immediate concern <a name="Page_8" id="Page_8" />was to get rid of
+mere speculation and to take hold of actual facts. Hence they regarded
+the natural sciences as their model, and, together with the
+experimental method which distinguishes scientific work, the
+characteristic goal of the sciences was accepted too. This scientific
+goal is always the attainment of general laws; and so it happened that
+in the first decades after the foundation of psychological
+laboratories the general laws of the mind absorbed the entire
+attention and interest of the investigators. The result of such an
+attitude was, that we learned to understand the working of the typical
+mind, but that all the individual variations were almost neglected.
+When the various individuals differed in their mental behavior, these
+differences appeared almost as disturbances which the psychologists
+had to eliminate in order to find the general laws which hold for
+every mind. The studies were accordingly confined to the general
+averages of mental experience, while the variations from such averages
+were hardly included in the scientific account. In earlier centuries,
+to be sure, the interest of the psychological observers had been given
+almost entirely to the rich manifoldness of human characters and
+intelligences and talents. In the new period of experimental work,
+this interest was taken as an indication of the unscientific fancies
+<a name="Page_9" id="Page_9" />of the earlier age, in which the curious and the anecdotal attracted
+the view. The new science which was to seek the laws was to overcome
+such popular curiosity. In this sign experimental psychology has
+conquered. The fundamental laws of the ideas and of the attention, of
+the memory and of the will, of the feeling and of the emotions, have
+been elaborated. Yet it slowly became evident that such one-sidedness,
+however necessary it may have been at the beginning, would make any
+practical application impossible. In practical life we never have to
+do with what is common to all human beings, even when we are to
+influence large masses; we have to deal with personalities whose
+mental life is characterized by particular traits of nationality, or
+race, or vocation, or sex, or age, or special interests, or other
+features by which they differ from the average mind which the
+theoretical psychologist may construct as a type. Still more
+frequently we have to act with reference to smaller groups or to
+single individuals whose mental physiognomy demands careful
+consideration. As long as experimental psychology remained essentially
+a science of the mental laws, common to all human beings, an
+adjustment to the practical demands of daily life could hardly come in
+question. With such general laws we could never have mastered the
+<a name="Page_10" id="Page_10" />concrete situations of society, because we should have had to leave
+out of view the fact that there are gifted and ungifted, intelligent
+and stupid, sensitive and obtuse, quick and slow, energetic and weak
+individuals.</p>
+
+<p>But in recent years a complete change can be traced in our science.
+Experiments which refer to these individual differences themselves
+have been carried on by means of the psychological laboratory, at
+first reluctantly and in tentative forms, but within the last ten
+years the movement has made rapid progress. To-day we have a
+psychology of individual variations from the point of view of the
+psychological laboratory.<a name="FNanchor_1_1" id="FNanchor_1_1" /><a href="#Footnote_1_1" class="fnanchor">[1]</a> This development of schemes to compare
+the differences between the individuals by the methods of experimental
+science was after all the most important advance toward the practical
+application of psychology. The study of the individual differences
+itself is not applied psychology, but it is the presupposition without
+which applied psychology would have remained a phantom.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="II" id="II" /><a name="Page_11" id="Page_11" />II</h2>
+
+<h3>THE DEMANDS OF PRACTICAL LIFE</h3>
+
+
+<p>While in this way the progress of psychology itself and the
+development of the psychology of individual differences favored the
+growth of applied psychology, there arose at the same time an
+increasing demand in the midst of practical life. Especially the
+teachers and the physicians, later the lawyers as well, looked for
+help from exact psychology. The science of education and instruction
+had always had some contact with the science of the mind, as the
+pedagogues could never forget that the mental development of the child
+has to stand in the centre of educational thought. For a long while
+pedagogy was still leaning on a philosophical psychology, after that
+old-fashioned study of the soul had been given up in psychological
+quarters. At last, in the days of progressive experimental psychology,
+the time came when the teachers under the pressure of their new needs
+began to inquire how far the modern laboratory could aid them in the
+classroom. The pedagogical psychology of memory, of attention, of
+will, and of intellect was systematically worked up by men with
+practical <a name="Page_12" id="Page_12" />school interests. We may notice in the movement a slow but
+most important shifting. At first the results of theoretical
+psychology were simply transplanted into the pedagogical field.
+Experiments which were carried on in the interest of pure theoretical
+science were made practical use of, but their application remained a
+mere chance by-product. Only slowly did the pedagogical problems
+themselves begin to determine the experimental investigation. The
+methods of laboratory psychology were applied for the solving of those
+problems which originated in the school experience, and only when this
+point was reached could a truly experimental pedagogy be built on a
+psychological foundation. We stand in the midst of this vigorous and
+healthy movement, which has had a stimulating effect on theoretical
+psychology itself.</p>
+
+<p>We find a similar situation in the sphere of the physician. He could
+not pass by the new science of the mind without instinctively feeling
+that his medical diagnosis and therapy could be furthered in many
+directions by the experimental method. Not only the psychiatrist and
+nerve specialist, but in a certain sense every physician had made use
+of a certain amount of psychology in his professional work. He had
+always had to make clear to himself the mental experiences of the
+patient, <a name="Page_13" id="Page_13" />to study his pain sensations and his feelings of comfort,
+his fears and his hopes, his perceptions and his volitions, and to a
+certain degree he had always tried to influence the mental life of the
+patient, to work on him by suggestion and to help him by stimulating
+his mind. But as far as a real description and explanation of such
+mental experiences came in question, all remained a dilettantic
+semi-psychology which worked with the most trivial conceptions of
+popular thinking. The medical men recognized the disproportion between
+the exactitude of their anatomical, physiological, and pathological
+observation and the superficiality of their self-made psychology. Thus
+the desire arose in their own medical circle to harmonize their
+psychological means of diagnosis and therapy with the schemes of
+modern scientific psychology. The physician who examines the
+sensations in a nervous disease, or the intelligence in a mental
+disease, or heals by suggestion or hypnotism, tries to apply the
+latest discoveries of the psychological laboratory. But here, too, the
+same development as in pedagogy can be traced. The physicians at first
+made use only of results which had been secured under entirely
+different points of view, but later the experiments were subordinated
+to the special medical problems. Then the physician was no longer
+obliged simply <a name="Page_14" id="Page_14" />to use what he happened to find among the results of
+the theoretical psychologist, but carried on the experiments in the
+service of medical problems. The independent status of experimental
+medical psychology could be secured only by this development.</p>
+
+<p>In somewhat narrower limits the same may be said as to the problems of
+law. A kind of popular psychology was naturally involved whenever
+judges or lawyers analyzed the experience on the witness stand or
+discussed the motives of crime or the confessions of the criminal or
+the social conditions of criminality. But when every day brought new
+discoveries in the psychological laboratory, it seemed natural to make
+use of the new methods and of the new results in the interest of the
+courtroom. The power of observation in the witness, the exactitude of
+his memory, the character of his illusions and imagination, his
+suggestibility and his feeling, appeared in a new light in view of the
+experimental investigations, and the emotions and volitions of the
+criminal were understood with a new insight. Here, too, the last step
+was taken. Instead of being satisfied with experiments which the
+psychologist had made for his own purposes, the students of legal
+psychology adjusted experiments to the particular needs of the
+courtroom. Investigations were carried on to <a name="Page_15" id="Page_15" />determine, the fidelity
+of testimony or to find methods for the detection of hidden thoughts
+and so on. Efforts toward the application of psychology have
+accordingly grown up in the fields of pedagogy, medicine, and
+jurisprudence, but as these studies naturally do not remain
+independent of one another, they all together form the one unified
+science of applied psychology.<a name="FNanchor_2_2" id="FNanchor_2_2" /><a href="#Footnote_2_2" class="fnanchor">[2]</a></p>
+
+<p>As soon as the independence of this new science was felt, it was
+natural that new demands and new problems should continue to originate
+within its own limits. There must be applied psychology wherever the
+investigation of mental life can be made serviceable to the tasks of
+civilization. Criminal law, education, medicine, certainly do not
+constitute the totality of civilized life. It is therefore the duty of
+the practical psychologist systematically to examine how far other
+purposes of modern society can be advanced by the new methods of
+experimental psychology. There is, for instance, already, far-reaching
+agreement that the problems of artistic creation, of scientific
+observation, of social reform, and many similar endeavors must be
+acknowledged as organic parts of applied psychology. Only one group of
+purposes is so far surprisingly neglected in the realm of the
+psychological laboratory: the purposes of the economic life, the
+purposes of commerce and <a name="Page_16" id="Page_16" />industry, of business and the market in the
+widest sense of the word. The question how far applied psychology can
+be extended in this direction is the topic of the following
+discussions.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="III" id="III" /><a name="Page_17" id="Page_17" />III</h2>
+
+<h3>MEANS AND ENDS</h3>
+
+
+<p>Applied psychology is evidently to be classed with the technical
+sciences. It may be considered as psychotechnics, since we must
+recognize any science as technical if it teaches us to apply
+theoretical knowledge for the furtherance of human purposes. Like all
+technical sciences, applied psychology tells us what we ought to do if
+we want to reach certain ends; but we ought to realize at the
+threshold where the limits of such a technical science lie, as they
+are easily overlooked, with resulting confusion. We must understand
+that every technical science says only: you must make use of this
+means, if you wish to reach this or that particular end. But no
+technical science can decide within its limits whether the end itself
+is really a desirable one. The technical specialist knows how he ought
+to build a bridge or how he ought to pierce a tunnel, presupposing
+that the bridge or the tunnel is desired. But whether they are
+desirable or not is a question which does not concern the technical
+scientist, but which must be considered from <a name="Page_18" id="Page_18" />economic or political or
+other points, of view. Everywhere the engineer must know how to reach
+an end, and must leave it to others to settle whether the end in
+itself is desirable. Often the end may be a matter of course for every
+reasonable being. The extreme case is presented by the applied science
+of medicine, where the physician subordinates all his technique to the
+end of curing the patient. Yet if we are consistent we must
+acknowledge that all his medical knowledge can prescribe to him only
+that he proceed in a certain way if the long life of the patient is
+acknowledged as a desirable end. The application of anatomy,
+physiology, and pathology may just as well be used for the opposite
+end of killing a man. Whether it is wise to work toward long life, or
+whether it is better to kill people, is again a problem which lies
+outside the sphere of the applied sciences. Ethics or social
+philosophy or religion have to solve these preliminary' questions. The
+physician as such has only to deal with the means which lead toward
+that goal.</p>
+
+<p>We must make the same discrimination in the psychotechnical field. The
+psychologist may point out the methods by which an involuntary
+confession can be secured from a defendant, but whether it is
+justifiable to extort involuntary confessions is a problem which does
+not concern <a name="Page_19" id="Page_19" />the psychologist. The lawyers or the legislators must
+decide as to the right or wrong, the legality or illegality, of
+forcing a man to show his bidden ideas. If such an end is desirable,
+the psychotechnical student can determine the right means, and that is
+the limit of his office. We ought to keep in mind that the same holds
+true for the application of psychology in economic life. Economic
+psychotechnics may serve certain ends of commerce and industry, but
+whether these ends are the best ones is not a care with which the
+psychologist has to be burdened. For instance, the end may be the
+selection of the most efficient laborers for particular industries.
+The psychologist may develop methods in his laboratory by which this
+purpose can be fulfilled. But if some mills prefer another goal,&mdash;for
+instance, to have not the most efficient but the cheapest possible
+laborers,&mdash;entirely different means for the selection are necessary.
+The psychologist is, therefore, not entangled in the economic
+discussions of the day; it is not his concern to decide whether the
+policy of the trusts or the policy of the trade-unions or any other
+policy for the selection of laborers is the ideal one. He is confined
+to the statement; if you wish this end, then you must proceed in this
+way; but it is left to you to express your preference among the ends.
+Applied psychology can, <a name="Page_20" id="Page_20" />therefore, speak the language of an exact
+science in its own field, independent of economic opinions and
+debatable partisan interests. This is necessary limitation, but in
+this limitation lies the strength of the new science. The psychologist
+may show how a special commodity can be advertised; but whether from a
+social point of view it is desirable to reinforce the sale of these
+goods is no problem for psychotechnics. If a sociologist insists that
+it would be better if not so many useless goods were bought, and that
+the aim ought rather to be to protect the buyer than to help the
+seller, the psychologist would not object. His interest would only be
+to find the right psychological means to lead to this other social
+end. He is partisan neither of the salesman nor of the customer,
+neither of the capitalist nor of the laborer, he is neither Socialist
+nor anti-Socialist, neither high-tariff man nor free-trader. Here,
+too, of course, there are certain goals which are acknowledged on all
+sides, and which therefore hardly need any discussion, just as in the
+case of the physician, where the prolongation of life is practically
+acknowledged as a desirable end by every one. But everywhere where the
+aim is not perfectly a matter of course, the psychotechnical
+specialist fulfills his task only when he is satisfied with
+demonstrating that certain psychical means serve a <a name="Page_21" id="Page_21" />certain end, and
+that they ought to be applied as soon as that end is accepted.</p>
+
+<p>The whole system of psychotechnical knowledge might be subdivided
+under either of the two aspects. Either we might start from the
+various mental processes and ask for what end each mental factor can
+be practically useful and important, or we can begin with studying
+what significant ends are acknowledged in our society and then we can
+seek the various psychological facts which are needed as means for the
+realization of these ends. The first way offers many conveniences.
+There we should begin with the mental states of attention, memory,
+feeling, and so on, and should study how the psychological knowledge
+of every one of these mental states can render service in many
+different practical fields. The attention, for instance, is important
+in the classroom when the teacher tries to secure the attention of the
+pupils, but the judge expects the same attention from the jurymen in
+the courtroom, the artist seeks to stir up the attention of the
+spectator, the advertiser demands the attention of the newspaper
+readers. Whoever studies the characteristics of the mental process of
+attention may then be able to indicate how in every one of these
+unlike cases the attention can be stimulated and retained.
+Nevertheless the opposite way which starts from <a name="Page_22" id="Page_22" />the tasks to be
+fulfilled seems more helpful and more fundamentally significant. The
+question, then, is what mental processes become important for the
+tasks of education, what for the purposes of the courtroom, what for
+the hospital, what for the church, what for politics, and so on.</p>
+
+<p>As this whole essay is to be devoted exclusively to the economic
+problems, we are obliged to choose the second way; that is, to arrange
+applied psychology with reference to its chief ends and not with
+reference to the various means. But the same question comes up in the
+further subdivision of the material. In the field of economic
+psychology, too, we might ask how far the study of attention, or of
+perception, or of feeling, or of will, or of memory, and so on, can be
+useful for the purposes of the business man. Or here, too, we might
+begin with the consideration of the various ends and purposes. The
+ends of commerce are different from those of industry, those of
+publishing different from those of transportation, those of
+agriculture different from those of mining; or, in the field of
+commerce, the purposes of the retailer are different from those of the
+wholesale merchant. There can be no limit to such subdivisions; each
+particular industry has its own aims, and in the same industry a large
+variety of tasks are united. We should accordingly be led to an ample
+classification<a name="Page_23" id="Page_23" /> of special economic ends with pigeonholes for every
+possible kind of business and of labor. The psychologist would have to
+find for every one of these ends the right mental means. This would be
+the ideal system of economic psychology.</p>
+
+<p>But we are still endlessly far from such a perfect system. Modern
+educational psychology and medical psychology have reached a stage at
+which an effort for such a complete system might be realized, but
+economic psychology is still at too early a stage of development. It
+would be entirely artificial to-day to aim at such ideal completeness.
+If we were to construct such a complete system of questions, we should
+have no answers. In the present stage nothing can be seriously
+proposed but the selection of a few central purposes which occur in
+every department of business life, and a study of the means to reach
+these special ends by the discussion of some typical cases which may
+clearly illustrate the methods involved.</p>
+
+<p>From this point of view we select three chief purposes of business
+life, purposes which are important in commerce and industry and every
+economic endeavor. We ask how we can find the men whose mental
+qualities make them best fitted for the work which they have to do;
+secondly, under what psychological conditions we can secure the
+greatest and most satisfactory output <a name="Page_24" id="Page_24" />of work from every man; and
+finally, how we can produce most completely the influences on human
+minds which are desired in the interest of business. In other words,
+we ask how to find the best possible man, how to produce the best
+possible work, and how to secure the best possible effects.<a name="Page_25" id="Page_25" /><a name="Page_26" id="Page_26" /></p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="PART_I" id="PART_I" /><a name="Page_27" id="Page_27" />PART I</h2>
+
+<h3>THE BEST POSSIBLE MAN</h3>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="IV" id="IV" />IV</h2>
+
+<h3>VOCATION AND FITNESS</h3>
+
+
+<p>Instead of lingering over theoretical discussions, we will move
+straight on toward our first practical problem. The economic task,
+with reference to which we want to demonstrate the new psychotechnic
+method, is the selection of those personalities which by their mental
+qualities are especially fit for a particular kind of economic work.
+This problem is especially useful to show what the new method can do
+and what it cannot do. Whether the method is sufficiently developed to
+secure full results to-day, or whether they will come to-morrow, is
+unimportant. It is clear that the success of to-morrow is to be hoped
+for, only if understanding and interest in the problem is already
+alive to-day.</p>
+
+<p>When we inquire into the qualities of men, we use the word here in its
+widest meaning. It covers, on the one side, the mental dispositions
+which may still be quite undeveloped and which may unfold <a name="Page_28" id="Page_28" />only under
+the influence of special conditions in the surroundings; but, on the
+other side, it covers the habitual traits of the personality, the
+features of the individual temperament and character, of the
+intelligence and of the ability, of the collected knowledge and of the
+acquired experience. All variations of will and feeling, of perception
+and thought, of attention and emotion, of memory and imagination, are
+included here. From a purely psychological standpoint, quite
+incomparable contents and functions and dispositions of the
+personality are thus thrown together, but in practical life we are
+accustomed to proceed after this fashion: if a man applies for a
+position, he is considered with regard to the totality of his
+qualities, and at first nobody cares whether the particular feature is
+inherited or acquired, whether it is an individual chance variation or
+whether it is common to a larger group, perhaps to all members of a
+certain nationality or race. We simply start from the clear fact that
+the personalities which enter into the world of affairs present an
+unlimited manifoldness of talents and abilities and functions of the
+mind. From this manifoldness, it necessarily follows that some are
+more, some less, fit for the particular economic task. In view of the
+far-reaching division of labor in our modern economic life, it is
+impossible to avoid the <a name="Page_29" id="Page_29" />question how we can select the fit
+personalities and reject the unfit ones.</p>
+
+<p>How has modern society prepared itself to settle this social demand?
+In case that certain knowledge is indispensable for the work or that
+technical abilities must have been acquired, the vocation is
+surrounded by examinations. This is true of the lower as well as of
+the higher activities. The direct examination is everywhere
+supplemented by testimonials covering the previous achievements, by
+certificates referring to the previous education, and in frequent
+cases by the endeavor to gain a personal impression from the
+applicant. But if we take all this together, the total result remains
+a social machinery by which perhaps the elimination of the entirely
+unfit can be secured. But no one could speak of a really satisfactory
+adaptation of the manifold personalities to the economic vocational
+tasks. All those examinations and tests and certificates refer
+essentially to what can be learned from without, and not to the true
+qualities of the mind and the deeper traits. The so-called
+impressions, too, are determined by the most secondary and external
+factors. Society relies instinctively on the hope that the natural
+wishes and interests will push every one to the place for which his
+dispositions, talents, and psychophysical gifts prepare him.</p>
+
+<p><a name="Page_30" id="Page_30" />In reality this confidence is entirely unfounded. A threefold
+difficulty exists. In the first place, young people know very little
+about themselves and their abilities. When the day comes on which they
+discover their real strong points and their weaknesses, it is often
+too late. They have usually been drawn into the current of a
+particular vocation, and have given too much energy to the preparation
+for a specific achievement to change the whole life-plan once more.
+The entire scheme of education gives to the individual little chance
+to find himself. A mere interest for one or another subject in school
+is influenced by many accidental circumstances, by the personality of
+the teacher or the methods of instruction, by suggestions of the
+surroundings and by home traditions, and accordingly even such a
+preference gives rather a slight final indication of the individual
+mental qualities. Moreover, such mere inclinations and interests
+cannot determine the true psychological fitness for a vocation. To
+choose a crude illustration, a boy may think with passion of the
+vocation of a sailor, and yet may be entirely unfit for it, because
+his mind lacks the ability to discriminate red and green. He himself
+may never have discovered that he is color-blind, but when he is ready
+to turn to the sailor's calling, the examination of his
+color-sensitiveness which is demanded <a name="Page_31" id="Page_31" />may have shown the disturbing
+mental deficiency. Similar defects may exist in a boy's attention or
+memory, judgment or feeling, thought or imagination, suggestibility or
+emotion, and they may remain just as undiscovered as the defect of
+color-blindness, which is characteristic of four per cent of the male
+population. All such deficiencies may be dangerous in particular
+callings. But while the vocation of the ship officer is fortunately
+protected nowadays by such a special psychological examination, most
+other vocations are unguarded against the entrance of the mentally
+unfit individuals.</p>
+
+<p>As the boys and girls grow up without recognizing their psychical
+weaknesses, the exceptional strength of one or another mental function
+too often remains unnoticed by them as well. They may find out when
+they are favored with a special talent for art or music or
+scholarship, but they hardly ever know that their attention, or their
+memory, or their will, or their intellectual apprehension, or their
+sensory perceptions, are unusually developed in a particular
+direction; yet such an exceptional mental disposition might be the
+cause of special success in certain vocations. But we may abstract
+from the extremes of abnormal deficiency and abnormal overdevelopment
+in particular functions. Between them we find the <a name="Page_32" id="Page_32" />broad region of the
+average minds with their numberless variations, and these variations
+are usually quite unknown to their possessors. It is often surprising
+to see how the most manifest differences of psychical organization
+remain unnoticed by the individuals themselves. Men with a pronounced
+visual type of memory and men with a marked acoustical type may live
+together without the slightest idea that their contents of
+consciousness are fundamentally different from each other. Neither the
+children nor their parents nor their teachers burden themselves with
+the careful analysis of such actual mental qualities when the choice
+of a vocation is before them. They know that a boy who is completely
+unmusical must not become a musician, and that the child who cannot
+draw at all must not become a painter, just as on physical grounds a
+boy with very weak muscles is not fit to become a blacksmith. But as
+soon as the subtler differentiation is needed, the judgment of all
+concerned seems helpless and the physical characteristics remain
+disregarded.</p>
+
+<p>A further reason for the lack of adaptation, and surely a most
+important one, lies in the fact that the individual usually knows only
+the most external conditions of the vocations from which he chooses.
+The most essential requisite for a truly perfect adaptation, namely, a
+real analysis of the <a name="Page_33" id="Page_33" />vocational demands with reference to the
+desirable personal qualities, is so far not in existence. The young
+people generally see some superficial traits of the careers which seem
+to stand open, and, besides, perhaps they notice the great rewards of
+the most successful. The inner labor, the inner values, and the inner
+difficulties and frictions are too often unknown to those who decide
+for a vocation, and they are unable to correlate those essential
+factors of the life-calling with all that nature by inheritance, and
+society by surroundings and training, have planted and developed in
+their minds.</p>
+
+<p>In addition to this ignorance as to one's own mental disposition and
+to the lack of understanding of the true mental requirements of the
+various social tasks comes finally the abundance of trivial chances
+which become decisive in the choice of a vocation. Vocation and
+marriage are the two most consequential decisions in life. In the
+selection of a husband or a wife, too, the decision is very frequently
+made dependent upon the most superficial and trivial motives. Yet the
+social philosopher may content himself with the belief that even in
+the fugitive love desire a deeper instinct of nature is expressed,
+which may at least serve the biological tasks of married life. In the
+choice of a vocation, even such a belief in a <a name="Page_34" id="Page_34" />biological instinct is
+impossible. The choice of a vocation, determined by fugitive whims and
+chance fancies, by mere imitation, by a hope for quick earnings, by
+irresponsible recommendation, or by mere laziness, has no internal
+reason or excuse. Illusory ideas as to the prospects of a career,
+moreover, often falsify the whole vista; and if we consider all this,
+we can hardly be surprised that our total result is in many respects
+hardly better than if everything were left entirely to accident. Even
+on the height of a mental training to the end of adolescence, we see
+how the college graduates are too often led by accidental motives to
+the decision whether they shall become lawyers or physicians or
+business men, but this superficiality of choice of course appears much
+more strongly where the lifework is to be built upon the basis of a
+mere elementary or high school education.</p>
+
+<p>The final result corresponds exactly to these conditions. Everywhere,
+in all countries and in all vocations, but especially in the economic
+careers, we hear the complaint that there is lack of really good men.
+Everywhere places are waiting for the right man, while at the same
+time we find everywhere an oversupply of mediocre aspirants. This,
+however, does not in the least imply that there really are not enough
+personalities who might be perfectly fit even for the highest demands
+of <a name="Page_35" id="Page_35" />the vocations; it means only that as a matter of course the result
+in the filling of positions cannot be satisfactory, if the placing of
+the individuals is carried on without serious regard for the personal
+mental qualities. The complaint that there is lack of fit human
+material would probably never entirely disappear, as with a better
+adjustment of the material, the demands would steadily increase; but
+it could at least be predicted with high probability that this lack of
+really fit material would not be felt so keenly everywhere if the
+really decisive factor for the adjustment of personality and vocation,
+namely, the dispositions of the mind, were not so carelessly ignored.</p>
+
+<p>Society, to be sure, has a convenient means of correction. The
+individual tries, and when he is doing his work too badly, he loses
+his job, he is pushed out from the career which be has chosen, with
+the great probability that he will be crushed by the wheels of social
+life. It is a rare occurrence for the man who is a failure in his
+chosen vocation, and who has been thrown out of it, to happen to come
+into the career in which he can make a success. Social statistics show
+with an appalling clearness what a burden and what a danger to the
+social body is growing from the masses of those who do not succeed and
+who by their lack of success become discouraged and embittered. The
+<a name="Page_36" id="Page_36" />social psychologist cannot resist the conviction that every single
+one could have found a place in which he could have achieved something
+of value for the commonwealth. The laborer, who in spite of his best
+efforts shows himself useless and clumsy before one machine, might
+perhaps have done satisfactory work in the next mill where the
+machines demand another type of mental reaction. His psychical rhythm
+and his inner functions would be able to adjust themselves to the
+requirements of the one kind of labor and not to those of the other.
+Truly the whole social body has had to pay a heavy penalty for not
+making even the faintest effort to settle systematically the
+fundamental problem of vocational choice, the problem of the psychical
+adaptation of the individuality. An improvement would lie equally in
+the interest of those who seek positions and those who have positions
+to offer. The employers can hope that in all departments better work
+will be done as soon as better adapted individuals can be obtained;
+and, on the other hand, those who are anxious to make their working
+energies effective may expect that the careful selection of individual
+mental characters for the various tasks of the world will insure not
+only greater success and gain, but above all greater joy in the work,
+deeper satisfaction, and more harmonious unfolding of the personality.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="V" id="V" /><a name="Page_37" id="Page_37" />V</h2>
+
+<h3>SCIENTIFIC VOCATIONAL GUIDANCE</h3>
+
+
+<p>Observations of this kind, which refer to the borderland region
+between psychology and social politics, are valid for all modern
+nations. Yet it is hardly a chance that the first efforts toward a
+systematic overcoming of some of these difficulties have been made
+with us in America. The barriers between the classes lie lower; here
+the choice of a vocation is less determined by tradition; and it
+belongs to the creed of political democracy that just as everybody can
+be called to the highest elective offices, so everybody ought to be
+fit for any vocation in any sphere of life. The wandering from calling
+to calling is more frequent in America than anywhere else. To be sure,
+this has the advantage that a failure in one vocation does not bring
+with it such a serious injury as in Europe, but it contributes much to
+the greater danger that any one may jump recklessly and without
+preparation into any vocational stream.</p>
+
+<p>It is fresh in every one's mind how during the last decade the
+economic conscience of the whole American nation became aroused. Up to
+the end <a name="Page_38" id="Page_38" />of the last century the people had lived with the secure
+feeling of possessing a country with inexhaustible treasures. The last
+few years brought the reaction, and it became increasingly clear how
+irresponsible the national attitude had been, how the richness of the
+forests and the mines and the rivers had been recklessly squandered
+without any thought of the future. Conservation of the national
+possessions suddenly became the battle-cry, and this turned the eye
+also to that limitless waste of human material, a waste going on
+everywhere in the world, but nowhere more widely than in the United
+States. The feeling grew that no waste of valuable possessions is so
+reckless as that which results from the distributing of living force
+by chance methods instead of examining carefully how work and workmen
+can fit one another. While this was the emotional background, two
+significant social movements originated in our midst. The two
+movements were entirely independent of each other, but from two
+different starting-points they worked in one respect toward the same
+goal. They are social and economic movements, neither of which at
+first had anything directly to do with psychological questions; but
+both led to a point where the psychological turn of the problem seemed
+unavoidable. Here begins the obligation of the <a name="Page_39" id="Page_39" />psychologist, and the
+possibility of fulfilling this obligation will be the topic of our
+discussion concerning the selection of the best man.</p>
+
+<p>These two American movements which we have in mind are the effort to
+furnish to pupils leaving the school guidance in their choice of a
+vocation, and the nowadays still better known movement toward
+scientific management in commerce and industry. The movement toward
+vocational guidance is externally still rather modest and confined to
+very narrow circles, but it is rapidly spreading and is not without
+significant achievements. It started in Boston. There the late Mr.
+Parsons once called a meeting of all the boys of his neighborhood who
+were to leave the elementary schools at the end of the year. He wanted
+to consider with them whether they had reasonable plans for their
+future. At the well-attended meeting it became clear that the boys
+knew little concerning what they had to expect in practical life, and
+Parsons was able to give them, especially in individual discussions,
+much helpful information. They knew too little of the characteristic
+features of the vocations to which they wanted to devote themselves,
+and they had given hardly any attention to the question whether they
+had the necessary qualifications for the special work. From this germ
+grew a little office which was <a name="Page_40" id="Page_40" />opened in 1908, in which all Boston
+boys and girls at the time when they left school were to receive
+individual suggestions with reference to the most reasonable and best
+adjusted selection of a calling. There is hardly any doubt that the
+remarkable success of this modest beginning was dependent upon the
+admirable personality of the late organizer, who recognized the
+individual features with unusual tact and acumen. But he himself had
+no doubt that such a merely impressionistic method could not satisfy
+the demands. He saw that a threefold advance would become necessary.
+First, it was essential to analyze the objective relations of the many
+hundred kinds of accessible vocations. Their economic, hygienic,
+technical, and social elements ought to be examined so that every boy
+and girl could receive reliable information as to the demands of the
+vocation and as to the prospects and opportunities in it. Secondly, it
+would become essential to interest the schools in all these complex
+questions of vocational choice, so that, by observation of individual
+tendencies and abilities of the pupils, the teachers might furnish
+preparatory material for the work of the institute for vocational
+guidance. Thirdly,&mdash;and this is for us the most important point,&mdash;he
+saw that the methods had to be elaborated in such a way that the
+personal traits and dispositions<a name="Page_41" id="Page_41" /> might be discovered with much
+greater exactitude and with much richer detail than was possible
+through what a mere call on the vocational counselor could unveil.<a name="FNanchor_3_3" id="FNanchor_3_3" /><a href="#Footnote_3_3" class="fnanchor">[3]</a></p>
+
+<p>It is well known how this Boston bureau has stimulated a number of
+American cities to come forward with similar beginnings. The
+pedagogical circles have been especially aroused by the movement,
+municipal and philanthropic boards have at least approached this group
+of problems, two important conferences for vocational guidance have
+met in New York, and at various places the question has been discussed
+whether or not a vocational counselor might be attached to the schools
+in a position similar to that of the school physician. The chief
+progress has been made in the direction of collecting reliable data
+with reference to the economic and hygienic conditions of the various
+vocations, the demand and supply and the scale of wages. In short,
+everything connected with the externalities of the vocations has been
+carefully analyzed, and sufficient reliable material has been gained,
+at least regarding certain local conditions. In the place of
+individual advice, we have thus to a certain degree obtained general
+economic investigations from which each can gather what he needs. It
+seems that sometimes the danger of letting such offices degenerate
+<a name="Page_42" id="Page_42" />into mere agencies for employment has not been avoided, but that is
+one of the perils of the first development. The mother institute in
+Boston, too, under its new direction emphasizes more the economic and
+hygienic side, and has set its centre of gravity in a systematic
+effort to propagate understanding of the problems of vocational
+guidance and to train professional vocational counselors in systematic
+courses, who are then to carry the interest over the land.<a name="FNanchor_4_4" id="FNanchor_4_4" /><a href="#Footnote_4_4" class="fnanchor">[4]</a></p>
+
+<p>The real psychological analysis with which the movement began has,
+therefore, been somewhat pushed aside for a while, and the officers of
+those institutes declare frankly that they want to return to the
+mental problem only after professional psychologists have sufficiently
+worked out the specific methods for its mastery. Most counselors seem
+to feel instinctively that the core of the whole matter lies in the
+psychological examination, but they all agree that for this they must
+wait until the psychological laboratories can furnish them with really
+reliable means and schemes. Certainly it is very important, for
+instance, that boys with weak lungs be kept away from such industrial
+vocations as have been shown by the statistics to be dangerous for the
+lungs, or that the onrush to vocations be stopped where the statistics
+allow it to be foreseen that there will soon be an over<a name="Page_43" id="Page_43" />supply of
+workers. But, after all, it remains much more decisive for the welfare
+of the community, and for the future life happiness of those who leave
+the school, that every one turn to those forms of work to which his
+psychological traits are adjusted, or at least that he be kept away
+from those in which his mental qualities and dispositions would make a
+truly successful advance improbable.</p>
+
+<p>The problem accordingly has been handed over from the vocational
+counselors to the experimental psychologists, and it is certainly in
+the spirit of the modern tendency toward applied psychology that the
+psychological laboratories undertake the investigation and withdraw it
+from the dilettantic discussion of amateur psychologists or the mere
+impressionism of the school-teachers. Even those early beginnings
+indicate clearly that the goal can be reached only through exact,
+scientific, experimental research, and that the mere na&iuml;ve
+methods&mdash;for instance, the filling-out of questionnaires which may be
+quite useful in the first approach&mdash;cannot be sufficient for a real,
+persistent furtherance of economic life and of the masses who seek
+their vocations. In order to gain an analysis of the individual,
+Parsons made every applicant answer in writing a long series of
+questions which referred to his habits and his <a name="Page_44" id="Page_44" />emotions, his
+inclinations and his expectations, his traits and his experiences. The
+psychologist, however, can hardly be in doubt that just the mental
+qualities which ought to be most important for the vocational
+counselor can scarcely be found out by such methods. We have
+emphasized before that the ordinary individual knows very little of
+his own mental functions: on the whole, he knows them as little as he
+knows the muscles which be uses when he talks or walks. Among his
+questions Parsons included such ones as: &quot;Are your manners quiet,
+noisy, boisterous, deferential, or self-assertive? Are you thoughtful
+of the comfort of others? Do you smile naturally and easily, or is
+your face ordinarily expressionless? Are you frank, kindly, cordial,
+respectful, courteous in word and actions? Do you look people frankly
+in the eye? Are your inflections natural, courteous, modest, musical,
+or aggressive, conceited, pessimistic, repellent? What are your powers
+of attention, observation, memory, reason, imagination, inventiveness,
+thoughtfulness, receptiveness, quickness, analytical power,
+constructiveness, breadth, grasp? Can you manage people well? Do you
+know a fine picture when you see it? Is your will weak, yielding,
+vacillating, or firm, strong, stubborn? Do you like to be with people
+and do they like to be with you?&quot;&mdash;and <a name="Page_45" id="Page_45" />so on. It is clear that the
+replies to questions of this kind can be of psychological value only
+when the questioner knows beforehand the mind of the youth, and can
+accordingly judge with what degree of understanding, sincerity, and
+ability the circular blanks have been filled out. But as the questions
+are put for the very purpose of revealing the personality, the entire
+effort tends to move in a circle.</p>
+
+<p>To break this circle, it indeed becomes necessary to emancipate one's
+self from the method of ordinary self-observation and to replace it by
+objective experiment in the psychological laboratory. Experimentation
+in such a laboratory stands in no contrast to the method of
+introspection. A contrast does exist between self-observation and
+observation on children or patients or primitive peoples or animals.
+In their case the psychologist observes his material from without. But
+in the case of the typical laboratory experiment, everything is
+ultimately based on self-observation; only we have to do with the
+self-observation under exact conditions which the experimenter is able
+to control and to vary at will. Even Parsons sometimes turned to
+little experimental inquiries in which he simplified some well-known
+methods of the laboratory in order to secure with the most elementary
+means a <a name="Page_46" id="Page_46" />certain objective foundation for his mental analysis. For
+instance, he sometimes examined the memory by reading to the boys
+graded sentences containing from ten to fifty words and having them
+repeat what they remembered, or he measured with a watch the rapidity
+of reading and writing, or he determined the sensitiveness for the
+discrimination of differences by asking them to make a point with a
+pencil in the centres of circles of various sizes. But if such
+experimental schemes, even of the simplest form, are in question, it
+seems a matter of course that the plan ought to be prescribed by real
+scientists who specialize in the psychological field. The
+psychologist, for instance, surely cannot agree to a method which
+measures the memory by such a method of having spoken sentences
+repeated and the quality of the memory faculty na&iuml;vely graded
+according to the results. He knows too well that there are many
+different kinds of memory, and would always determine first which type
+of memory functions is to be examined if memory achievements are
+needed for a particular calling.</p>
+
+<p>But even with a more exact method of experimenting, such a procedure
+would not be sufficient to solve the true problem. A second step would
+still be necessary: namely, the adaptation of the experimental result
+to the special psychological <a name="Page_47" id="Page_47" />requirements of the economic activity;
+and this again presupposes an independent psychological analysis. Most
+of the previous efforts have suffered from the carelessness with which
+this second step was ignored, and the special mental requirements were
+treated as a matter of course upon which any layman could judge. In
+reality they need the most careful psychological analysis, and only if
+this is carried out with the means of scientific psychology, can a
+study of the abilities of the individual become serviceable to the
+demands of the market. Such a psychological disentangling of the
+requirements of the callings, in the interest of guidance, is
+attempted in the material which the various vocational institutes have
+prepared, but it seldom goes beyond commonplaces. We read there, for
+instance,<a name="FNanchor_5_5" id="FNanchor_5_5" /><a href="#Footnote_5_5" class="fnanchor">[5]</a> for the confectioner: &quot;Boys in this industry must be
+clean, quick, and strong. The most important qualities desired are
+neatness and adaptability to routine&quot;; or, for the future baker, the
+boy &quot;ought to know how to conduct himself and to meet the public&quot;; or
+for the future architectural designer, &quot;he must have creative ability,
+artistic feeling, and power to sketch&quot;; or for the dressmaker, she
+&quot;should have good eyesight and good sense of color, and an ability to
+use her hands readily; she should be able to apply herself steadily
+and be <a name="Page_48" id="Page_48" />fairly quick in her movements; neatness of person is also
+essential&quot;; or for the stenographer, she must be &quot;possessed of
+intelligence, good judgment, and common sense; must have good
+eyesight, good hearing, and a good memory; must have quick perception,
+and be able to concentrate her attention completely on any matter in
+hand.&quot; It is evident that all this is extremely far from any
+psychological analysis in the terms of science. All taken together, we
+may, therefore, say that in the movement for vocational guidance
+practically nothing has been done to make modern experimental
+psychology serviceable to the new task. But on the one side, it has
+shown that this work of the experimental psychologist is the next step
+necessary. On the other side, it has become evident that in the
+vocation bureaus appropriate social agencies are existing which are
+ready to take up the results of such work, and to apply them for the
+good of the American youth and of commerce and industry, as soon as
+the experimental psychologist has developed the significant methods.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="VI" id="VI" /><a name="Page_49" id="Page_49" />VI</h2>
+
+<h3>SCIENTIFIC MANAGEMENT</h3>
+
+
+<p>Before we discuss some cases of such experimental investigations, we
+may glance at that other American movement, the well-known systematic
+effort toward scientific management which has often been interpreted
+in an expansive literature.<a name="FNanchor_6_6" id="FNanchor_6_6" /><a href="#Footnote_6_6" class="fnanchor">[6]</a> Enthusiastic followers have declared it
+to be the greatest advance in industry since the introduction of the
+mill system and of machinery. Opponents have hastily denounced it as a
+mistake, and have insisted that it proved a failure in the factories
+in which it has been introduced. A sober examination of the facts soon
+demonstrates that the truth lies in the middle. Those followers of
+Frederick W. Taylor who have made almost a religion out of his ideas
+have certainly often exaggerated the practical applicability of the
+new theories, and their actual reforms in the mills have not seldom
+shown that the system is still too topheavy; that is, there are too
+many higher employees necessary in order to keep the works running on
+principles of scientific management. On the other hand, the opposition
+which comes from certain quarters,&mdash;for instance, <a name="Page_50" id="Page_50" />from some
+trade-unions,&mdash;may be disregarded, as it is not directed against the
+claim that the efficiency can be heightened, but only against some
+social features of the scheme, such as the resulting temporary
+reduction of the number of workmen. But nobody can deny that this
+revolutionary movement has introduced most valuable suggestions which
+the industrial world cannot afford to ignore, and that as soon as
+exaggerations are avoided and experience has created a broader
+foundation, the principles of the new theory will prove of lasting
+value. We shall have to discuss, at a later point, various special
+features of the system, especially the highly interesting motion
+study. Here we have to deal only with those tendencies of the movement
+and with those interests which point toward our present problem, the
+mental analysis of the individual employees in order to avoid misfits.</p>
+
+<p>The approach to this problem, indeed, seems unavoidable for the
+students of scientific management, as its goal is an organization of
+economic work by which the waste of energy will be avoided and the
+greatest increase in the efficiency of the industrial enterprise will
+be reached. The recognition that this can never be effected by a mere
+excessive driving of the workingmen belongs to its very
+presuppositions. The illusory means of <a name="Page_51" id="Page_51" />prolongation of the
+working-time and similar devices by which the situation of the
+individual deteriorates would be out of the question; on the contrary,
+the heightening of the individual's joy in the work and of the
+personal satisfaction in one's total life development belongs among
+the most important, indirect agencies of the new scheme. This end is
+reached by many characteristic changes in the division of labor; also
+by a new division between supervisors and workers, by transformations
+of the work itself and of the tools and vehicles. But as a by-product
+of these efforts the demand necessarily arose for means by which the
+fit individuals could be found for special kinds of labor. The more
+scientific management introduced changes, by which the individual
+achievement often had to become rather complicated and difficult, the
+more it became necessary to study the skill and the endurance and the
+intelligence of the individual laborers in order to entrust these new
+difficult tasks only to the most appropriate men in the factories and
+mills. The problem of individual selection accordingly forced itself
+on the new efficiency engineers, and they naturally recognized that
+the really essential traits and dispositions were the mental ones. In
+the most progressive books of the new movement, this need of
+emphasizing the selection of workers with reference<a name="Page_52" id="Page_52" /> to their mental
+equipment comes to clear expression.</p>
+
+<p>Yet this is very far from a real application of scientific psychology
+to the problem at hand. Wherever the question of the selection of the
+fit men after psychological principles is mentioned in the literature
+of this movement, the language becomes vague, and the same men, who
+use the newest scientific knowledge whenever physics or mathematics or
+physiology or chemistry are involved, make hardly any attempts to
+introduce the results of science when psychology is in question. The
+clearest insight into the general situation may be found in the most
+recent books by Emerson. He says frankly: &quot;It is psychology, not soil
+or climate, that enables man to raise five times as many potatoes per
+acre as the average in his own state&quot;;<a name="FNanchor_7_7" id="FNanchor_7_7" /><a href="#Footnote_7_7" class="fnanchor">[7]</a> or: &quot;In selecting human
+assistants such superficialities as education, as physical strength,
+even antecedent morality, are not as important as the inner attitudes,
+proclivities, character, which after all determine the man or
+woman.&quot;<a name="FNanchor_8_8" id="FNanchor_8_8" /><a href="#Footnote_8_8" class="fnanchor">[8]</a> He also fully recognizes the necessity of securing as early
+as possible the psychological essentials. He says: &quot;The type for the
+great newspaper is set up by linotype operators. Apprenticeship is
+rigorously limited. Some operators can never get beyond the 2500-em
+class, <a name="Page_53" id="Page_53" />others with no more personal effort can set 5000 ems. Do the
+employers test out applicants for apprenticeship so as to be sure to
+secure boys who will develop into the 5000-em class? They do not: they
+select applicants for any near reason except the fundamental important
+one of innate fitness.&quot;<a name="FNanchor_9_9" id="FNanchor_9_9" /><a href="#Footnote_9_9" class="fnanchor">[9]</a> But all this points only to the existence
+of the problem, and in reality gives not even a hint for its solution.
+The theorists of scientific management seem to think that the most
+subtle methods are indispensable for physical measurements, but for
+psychological inquiry nothing but a kind of intuition is necessary.
+Emerson tells how, for instance, &quot;The competent specialist who has
+supplemented natural gifts and good judgment by analysis and synthesis
+can perceive attitudes and proclivities even in the very young, much
+more readily in those semi-matured, and can with almost infallible
+certainty point out, not only what work can be undertaken with fair
+hope of success, but also what slight modification or addition and
+diminution will more than double the personal power.&quot;<a name="FNanchor_10_10" id="FNanchor_10_10" /><a href="#Footnote_10_10" class="fnanchor">[10]</a> The true
+psychological specialists surely ought to decline this flattering
+confidence. Far from the &quot;almost infallible certainty,&quot; they can
+hardly expect even a moderate amount of success in such directions so
+long as specific methods have not been elaborated, and so long as no
+way has <a name="Page_54" id="Page_54" />been shown to make experimental measurements by which such
+mere guesswork can be replaced by scientific investigation.</p>
+
+<p>The only modest effort to try a step in this direction toward the
+psychological laboratory is recorded by Taylor,<a name="FNanchor_11_11" id="FNanchor_11_11" /><a href="#Footnote_11_11" class="fnanchor">[11]</a> who tells of Mr.
+S.E. Thompson's work in a bicycle ball factory, where a hundred and
+twenty girls were inspecting the balls. They had to place a row of
+small polished steel balls on the back of the left hand and while they
+were rolled over and over in the crease between two of the fingers
+placed together, they were minutely examined in a strong light and the
+defective balls were picked out with the aid of a magnet held in the
+right hand. The work required the closest attention and concentration.
+The girls were working ten and a half hours a day. Mr. Thompson soon
+recognized that the quality most needed, beside endurance and
+industry, was a quick power of perception accompanied by quick
+responsive action. He knew that the psychological laboratory has
+developed methods for a very exact measurement of the time needed to
+react on an impression with the quickest possible movement; it is
+called the reaction time, and is usually measured in thousandths of a
+second. He therefore considered it advisable to measure the
+reaction-time of the girls, and to eliminate from <a name="Page_55" id="Page_55" />service all those
+who showed a relatively long time between the stimulus and reaction.
+This involved laying off many of the most intelligent, hardest-working,
+and most trustworthy girls. Yet the effect was the possibility of
+shortening the hours and of reducing more and more the number of
+workers, with the final outcome that thirty-five girls did the work
+formerly done by a hundred and twenty, and that the accuracy of the
+work at the higher speed was two thirds greater than at the former
+slow speed. This allowed almost a doubling of the wages of the girls
+in spite of their shorter working-day, and at the same time a
+considerable reduction in the cost of the work for the factory. This
+excursion of an efficiency engineer into the psychological laboratory
+remained, however; an entirely exceptional case. Moreover, such a
+reaction-time measurement did not demand any special development of
+new methods or any particular mental analysis, and this exception thus
+confirms the rule that the followers of scientific management
+principles have recognized the need of psychological inquiries, but
+have not done anything worth mentioning to apply the results of really
+scientific psychology. Hence the situation is the same as in the field
+of vocational guidance. In both cases a vague longing for
+psychological analysis and psychological measurement<a name="Page_56" id="Page_56" />, but in both
+cases so far everything has remained on the level of helpless
+psychological dilettantism. It stands in striking contrast with the
+scientific seriousness with which the economic questions are taken up
+in the field of vocational guidance and the physical questions in the
+field of scientific management. It is, therefore, evidently the duty
+of the experimental psychologists themselves to examine the ground
+from the point of view of the psychological laboratory.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="VII" id="VII" /><a name="Page_57" id="Page_57" />VII</h2>
+
+<h3>THE METHODS OF EXPERIMENTAL PSYCHOLOGY</h3>
+
+
+<p>We now see clearly the psychotechnical problem. We have to analyze
+definite economic tasks with reference to the mental qualities which
+are necessary or desirable for them, and we have to find methods by
+which these mental qualities can be tested. We must, indeed, insist on
+it that the interests of commerce and industry can be helped only when
+both sides, the vocational demands and the personal function, are
+examined with equal scientific thoroughness. One aspect alone is
+unsatisfactory. It would of course be possible to confine the
+examination to the individual mental traits, and then theoretically to
+determine for which economic tasks the presence of these qualities
+would be useful and for which tasks their absence or their deficiency
+would be fatal. Common sense may be sufficient to lead us a few steps
+in that direction. For instance, if we find by psychological
+examination that an individual is color-blind for red and green
+sensations, we may at once conclude, without any real psychological
+analysis of the vocations, that he would be unfit <a name="Page_58" id="Page_58" />for the railroad
+service or the naval service, in which red and green signals are of
+importance. We may also decide at once that such a boy would be
+useless for all artistic work in which the nuances of colors are of
+consequence, or as a laborer in certain departments of a dyeing
+establishment, and that such a color-blind girl would not do at a
+dressmaker's or in a millinery store. But if we come to the question
+whether such a color-blind individual may enter into the business of
+gardening, in spite of the inability to distinguish the strawberries
+in the bed or the red flowers among the green leaves, the first
+necessity, after all, would be to find out how far the particular
+demands of this vocation make the ability to discriminate color a
+prerequisite, and how far psychical substitutions such as a
+recognition of the forms and of differences in the light intensity,
+may be sufficient for the practical task. Moreover, where not merely
+such mental defects, but more subtly shaded variations within normal
+limits are involved, it would be superficial, if only the mental
+states were examined and not at the same time the mental requirements
+of the vocations themselves. The vocation should rather remain the
+starting-point. We must at first find out what demands on the mental
+system are made by it and we must grade these demands in order to
+recognize<a name="Page_59" id="Page_59" /> the more or less important ones, and, especially for the
+important ones, we must then seek exact standards with experimental
+methods.</p>
+
+<p>Such an experimental investigation may proceed according to either of
+two different principles. One way is to take the mental process which
+is demanded by the industrial work as an undivided whole. In this case
+we have to construct experimental conditions under which this total
+activity can be performed in a gradual, measurable way. The psychical
+part of the vocational work thus becomes schematized, and is simply
+rendered experimentally on a reduced scale. The other way is to
+resolve the mental process into its components and to test every
+single elementary function in its isolated form. In this latter case
+the examination has the advantage of having at its disposal all the
+familiar methods of experimental psychology, while in the first case
+for every special vocational situation perfectly new experimental
+tests must be devised.</p>
+
+<p>Whether the one or the other method is to be preferred must depend
+upon the nature of the particular commercial or industrial calling,
+and accordingly presupposes a careful analysis of the special
+economical processes. It is, indeed, easy to recognize that in certain
+industrial activities a series of psychical functions is in question
+which <a name="Page_60" id="Page_60" />all lie side by side and which do not fuse into one united
+total process, however much they may influence one another. But for
+many industrial tasks just this unity is the essential condition. The
+testing of the mental elements would be in such cases as insufficient
+as if we were to test a machine with reference to its parts only and
+not with reference to its total united performance. Even in this
+latter case this unified function does not represent the total
+personality: it is always merely a segment of the whole mental life.
+We may examine with psychological methods, for instance, the fitness
+of an employee for a technical vocation and may test the particular
+complex unified combination of attention, imagination and
+intelligence, will and memory, which is essential for that special
+kind of labor. We may be able to reconstruct the conditions so
+completely that we would feel justified in predicting whether the
+individual can fulfill that technical task or not; and yet we may
+disregard entirely the question whether that man is honest or
+dishonest, whether he is pacific or quarrelsome; in short, whether his
+mental disposition makes him a desirable member of that industrial
+concern under other aspects.</p>
+
+<p>We best recognize the significance of these various methods by
+selecting a few concrete cases as illustrations and analyzing them in
+detail. But a <a name="Page_61" id="Page_61" />word of warning may be given beforehand so as to avoid
+misunderstandings. These examples do not stand here as reports of
+completed investigations, the results of which ought to be accepted as
+conclusive parts of the new psychotechnical science; they are not
+presented as if the results were to be recommended like a well-tested
+machine for practical purposes. Such really completed investigations
+do not as yet exist in this field. All that can be offered is modest
+pioneer work, and just these inquiries into the mental qualities and
+their relations to the industrial vocations have attracted my
+attention only very recently, and therefore certainly still demand
+long continuations of the experiments in every direction. But we may
+hope for satisfactory results the earlier, the more co&ouml;perators are
+entering the field, and the more such researches are started in other
+places and in other institutions. I therefore offer these early
+reports at the first stage of my research merely as stimulations, so
+as to demonstrate the possibilities.</p>
+
+<p>As an illustration of the method of examining the mental process as a
+whole, I propose to discuss the case of the motormen in the electric
+railways. As an illustration of the other type, namely, of analyzing
+the activity and testing the elementary functions, I shall discuss the
+case of the employees<a name="Page_62" id="Page_62" /> in the telephone service. I select these two
+functions, as both play a practically important r&ocirc;le in the technique
+of modern economic life and as in both occupations very large numbers
+of individuals are engaged in the work.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="VIII" id="VIII" /><a name="Page_63" id="Page_63" />VIII</h2>
+
+<h3>EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE</h3>
+
+
+<p>The problem of securing fit motormen for the electric railways was
+brought to my attention from without. The accidents which occurred
+through the fault, or at least not without the fault, of the motormen
+in street railway transportation have always aroused disquietude and
+even indignation in the public, and the street railway companies
+suffered much from the many payments of indemnity imposed by the court
+as they amounted to thirteen per cent of the gross earnings of some
+companies. Last winter the American Association for Labor Legislation
+called a meeting of vocational specialists to discuss the problem of
+these accidents under various aspects. The street railways of various
+cities were represented, and economic, physiological, and
+psychological specialists took part in the general discussion. Much
+attention was given, of course, to the questions of fatigue and to the
+statistical results as to the number of accidents and their relation
+to the various hours of the day and to the time of labor. But there
+was a strong tendency <a name="Page_64" id="Page_64" />to recognize as still more important than the
+mere fatigue, the whole mental constitution of the motormen. The
+ability to keep attention constant, to resist distraction by chance
+happenings on the street and especially the always needed ability to
+foresee the possible movements of the pedestrians and vehicles were
+acknowledged as extremely different from man to man. The companies
+claimed that there are motormen who practically never have an
+accident, because they feel beforehand even what the confused
+pedestrian and the unskilled chauffeur will do, while others
+relatively often experience accidents of all kinds because they do not
+foresee how matters will develop. They can hardly be blamed, as they
+were not careless, and yet the accidents did result from their
+personal qualities; they simply lacked the gift of instinctive
+foresight. All this turned the attention more and more to the
+possibilities of psychological analysis, and the Association suggested
+that I undertake an inquiry into this interesting problem with the
+means of the psychological laboratory. I felt the practical importance
+of the problem, considering that there are electric railway companies
+in this country which have up to fifty thousand accident indemnity
+cases a year. It therefore seemed to me decidedly worth while to
+undertake a laboratory investigation.</p>
+
+<p><a name="Page_65" id="Page_65" />It would have been quite possible to treat the functions of the
+motormen according to the method which resolves the complex
+achievement into its various elements and tests every function
+independently. For instance, the stopping of the car as soon as the
+danger of an accident threatens is evidently effective only if the
+movement controlling the lever is carried out with sufficient
+rapidity. We should accordingly be justified in examining the
+quickness with which the individual reacts on optical stimuli. If a
+playing child suddenly runs across the track of the electric railway,
+a difference of a tenth of a second in the reaction-time may decide
+his fate. But I may say at once that I did not find characteristic
+differences in the rapidity of reaction of those motormen whom the
+company had found reliable and those who have frequent accidents. It
+seems that the slow individuals do not remain in the service at all.
+As a matter of course certain other indispensable single functions,
+like sharpness of vision are examined before the entrance into the
+service and so they cannot stand as characteristic conditions of good
+or bad service among the actual employees.</p>
+
+<p>For this reason, in the case of the motormen I abstracted from the
+study of single elementary functions and turned my attention to that
+mental process which after some careful observations <a name="Page_66" id="Page_66" />seemed to me the
+really central one for the problem of accidents. I found this to be a
+particular complicated act of attention by which the manifoldness of
+objects, the pedestrians, the carriages, and the automobiles, are
+continuously observed with reference to their rapidity and direction
+in the quickly changing panorama of the street. Moving figures come
+from the right and from the left toward and across the track, and are
+embedded in a stream of men and vehicles which moves parallel to the
+track. In the face of such manifoldness there are men whose impulses
+are almost inhibited and who instinctively desire to wait for the
+movement of the nearest objects; they would evidently be unfit for the
+service, as they would drive the electric car far too slowly. There
+are others who, even with the car at high speed, can adjust themselves
+for a time to the complex moving situation, but whose attention soon
+lapses, and while they are fixating a rather distant carriage, may
+overlook a pedestrian who carelessly crosses the track immediately in
+front of their car. In short, we have a great variety of mental types
+of this characteristic unified activity, which may be understood as a
+particular combination of attention and imagination.</p>
+
+<p>My effort was to transplant this activity of the motormen into
+laboratory processes. And here <a name="Page_67" id="Page_67" />I may include a remark on the
+methodology of psychological industrial experiments. One might
+naturally think that the experience of a special industrial
+undertaking would be best reproduced for the experiment by repeating
+the external conditions in a kind of miniature form. That would mean
+that we ought to test the motormen of the electric railway by
+experiments with small toy models of electric cars placed on the
+laboratory table. But this would be decidedly inappropriate. A reduced
+copy of an external apparatus may arouse ideas, feelings, and
+volitions which have little in common with the processes of actual
+life. The presupposition would be that the man to be tested for any
+industrial achievement would have to think himself into the miniature
+situation, and especially uneducated persons are often very
+unsuccessful in such efforts. This can be clearly seen from the
+experiences before naval courts, where it is usual to demonstrate
+collisions of ships by small ship models on the table in the
+courtroom. Experience has frequently shown that helmsmen, who have
+found their course a life long among real vessels in the harbor and on
+the sea, become entirely confused when they are to demonstrate by the
+models the relative positions of the ships. Even in the naval war
+schools where the officers play at war with small model ships, <a name="Page_68" id="Page_68" />a
+certain inner readjustment is always necessary for them to bring the
+miniature ships on the large table into the tactical game. On the
+water, for instance, the navy officer sees the far-distant ships very
+much smaller than those near by, while on the naval game table all the
+ships look equally large. On the whole, I feel inclined to say from my
+experience so far that experiments with small models of the actual
+industrial mechanism are hardly appropriate for investigations in the
+field of economic psychology. The essential point for the
+psychological experiment is not the external similarity of the
+apparatus, but exclusively the inner similarity of the mental
+attitude. The more the external mechanism with which or on which the
+action is carried out becomes schematized, the more the action itself
+will appear in its true character.</p>
+
+<p>In the method of my experiments with the motormen, accordingly, I had
+to satisfy only two demands. The method of examination promised to be
+valuable if, first, it showed good results with reliable motormen and
+bad results with unreliable ones; and secondly, if it vividly aroused
+in all the motormen the feeling that the mental function which they
+were going through during the experiment had the greatest possible
+similarity with their experience on the front platform of the
+electric<a name="Page_69" id="Page_69" /> car. These are the true tests of a desirable experimental
+method, while it is not necessary that the apparatus be similar to the
+electric car or that the external activities in the experiment be
+identical with their performance in the service. After several
+unsatisfactory efforts, in which I worked with too complicated
+instruments, I finally settled on the following arrangement of the
+experiment which seems to me to satisfy those two demands.</p>
+
+<p>The street is represented by a card 9 half-inches broad and 26
+half-inches long. Two heavy lines half an inch apart go lengthwise
+through the centre of the card, and accordingly a space of 4
+half-inches remains on either side. The whole card is divided into
+small half-inch squares which we consider as the unit. Thus there is
+in any cross-section 1 unit between the two central lines and 4 units
+on either side. Lengthwise there are 26 units. The 26 squares which
+lie between the two heavy central lines are marked with the printed
+letters of the alphabet from A to Z. These two heavy central lines are
+to represent an electric railway track on a street. On either side the
+4 rows of squares are filled in an irregular way with black and red
+figures of the three first digits. The digit 1 always represents a
+pedestrian who moves just one step, and that <a name="Page_70" id="Page_70" />means from one unit into
+the next; the digit 2 a horse, which moves twice as fast, that is,
+which moves 2 units; and the digit 3 an automobile which moves three
+times as fast, that is, 3 units. Moreover, the black digits stand for
+men, horses, and automobiles which move parallel to the track and
+cannot cross the track, and are therefore to be disregarded in looking
+out for dangers. The red digits, on the other hand, are the dangerous
+ones. They move from either side toward the track. The idea is that
+the man to be experimented on is to find as quickly as possible those
+points on the track which are threatened by the red figures, that is,
+those letters in the 26 track units at which the red figures would
+land, if they make the steps which their number indicates. A red digit
+3 which is 4 steps from the track is to be disregarded, because it
+would not reach the track. A red digit 3 which is only 1 or 2 steps
+from the track is also to be disregarded, because it would cross
+beyond the track, if it took 3 steps. But a red 3 which is 3 units
+from the track, a red 2 which is 2 units from the track, and a red 1
+which is 1 unit from the track would land on the track itself; and the
+aim is quickly to find these points. The task is difficult, as the
+many black figures divert the attention, and as the red figures too
+near or too far are easily confused <a name="Page_71" id="Page_71" />with those which are just at the
+dangerous distance.</p>
+
+<p>As soon as this principle for the experiment was recognized as
+satisfactory, it was necessary to find a technical device by which a
+movement over this artificial track could be produced in such a way
+that the rapidity could be controlled by the subject of the experiment
+and at the same time measured. Again we had to try various forms of
+apparatus. Finally we found the following form most satisfactory.
+Twelve such cards, each provided with a handle, lie one above another
+under a glass plate through which the upper card can be seen. If this
+highest card is withdrawn; the second is exposed, and from below
+springs press the remaining cards against the glass plate. The glass
+plate with the 12 cards below lies in a black wooden box and is
+completely covered by a belt 8 inches broad, made of heavy black
+velvet. This velvet belt moves over two cylinders at the front and the
+rear ends of the apparatus. In the centre of the belt is a window
+4-1/2 inches wide and 2-1/2 inches high. If the front cylinder is
+turned by a metal crank, the velvet belt passes over the glass plate
+and the little window opening moves over the card with its track and
+figures. The whole breadth of the card, with its central track and its
+4 units on either side, is visible through it over <a name="Page_72" id="Page_72" />an area of 5 units
+in the length direction. If the man to be experimented on turns the
+crank with his right hand, the window slips over the whole length of
+the card, one part of the card after another becomes visible, and then
+he simply has to call the letters of those units in the track at which
+the red figures on either side would land, if they took the number of
+steps indicated by the digit. At the moment the window has reached Z
+on the card, the experimenter withdraws that card and the next becomes
+visible, as a second window in the belt appears at the lower end when
+the first disappears at the upper end. In this way the subject can
+turn his crank uninterruptedly until he has gone through the 12 cards.
+The experimenter notes down the numbers of the cards and the letters
+which the subject calls. Besides this, the number of seconds required
+for the whole experiment, from the beginning of the first card to the
+end of the twelfth, is measured with a stopwatch. This time is, of
+course, dependent upon the rapidity with which the crank is turned.
+The result of the experiment is accordingly expressed by three
+figures, the number of seconds, the number of omissions, that is, of
+places at which red figures would land on the track which were not
+noticed by the subject; and, thirdly, the number of incorrect places
+where letters were called in spite <a name="Page_73" id="Page_73" />of the fact, that no danger
+existed. In using the results, we may disregard this third figure and
+give our attention to the speed and the number of omissions.</p>
+
+<p>The necessary condition for carrying out the experiments with this
+apparatus is a careful, quiet, practical explanation of the device.
+The experiment must not under any circumstances be started until the
+subject completely understands what he has to do and for what he has
+to look out. For this purpose I at first always show the man one card
+outside of the apparatus and explain to him the differences between
+the black and the red figures, and the counting of the steps, and show
+to him in a number of cases how some red figures do not reach the
+track, how others go beyond the track, and how some just land in
+danger on the track. As soon as he has completely understood the
+principle, we turn to the apparatus and he moves the window slowly
+over a test card, and tries to find the dangerous spots, and I turn
+his attention to every case in which he has omitted one or has given
+an incorrect letter. We repeat this slowly until he completely masters
+the rules of the game. Only then is he allowed to start the
+experiment. I have never found a man with whom this preparation takes
+more than a few minutes.</p>
+
+<p><a name="Page_74" id="Page_74" />After developing this method in the psychological laboratory, I
+turned to the study of men actually in the service of a great electric
+railway company which supported my endeavors in the most cordial
+spirit. In accordance with my request, the company furnished me with a
+number of the best motormen in its service, men who for twenty years
+and more had performed their duties practically without accidents,
+and, on the other hand, with a large number of motormen who had only
+just escaped dismissal and whose record was characterized by many more
+or less important collisions or other accidents. Finally, we had men
+whose activity as motormen was neither especially good nor especially
+bad.</p>
+
+<p>The test of the method lies first in the fact that the tried motormen
+agreed that they really pass through the experiment with the feeling
+which they have on their car. The necessity of looking out in both
+directions, right and left, for possible obstacles, of distinguishing
+those which move toward the track from the many which move along the
+track, the quick discrimination among the various rates of rapidity,
+the steady forward movement of the observation point, the constant
+temptation to give attention to those which are still too far away or
+to those which are so near that they will cross the track before the
+approach <a name="Page_75" id="Page_75" />of the car, in short, the whole complex situation with its
+demands on attention, imagination, and quick adjustment, soon brings
+them into an attitude which they themselves feel as identical with
+that in practical life. On the other hand, the results show a
+far-reaching correspondence between efficiency in the experiment and
+efficiency in the actual service. With a relatively small number of
+experiments this correspondence cannot be expected to be complete, the
+more as a large number of secondary features must enter which
+interfere with an exact correlation between experiment and standing in
+the railway company. We must consider, for instance, that those men
+whom the company naturally selects as models are men who have had
+twenty to thirty years of service without accidents, but consequently
+they are rather old men, who no longer have the elasticity of youth
+and are naturally less able to think themselves into an artificial
+situation like that of such an experiment, and who have been for a
+long time removed from contact with book work. It is therefore not
+surprising, but only to be expected, that such older, model men, while
+doing fair work in the test, are yet not seldom far surpassed by
+bright, quick, young motormen who are twenty years younger, even
+though they are not yet ideal motormen. Moreover, the standing in the
+<a name="Page_76" id="Page_76" />company often depends upon features which have nothing to do with the
+mental make-up of the man, while the experiment has to be confined to
+these mental conditions which favor accidents. It is quite possible
+that a man may happen to experience a slight collision, even though no
+conditions for the accident were lying in his mental make-up. But we
+may go still further. The experiment refers to those sides of his mind
+which make him able to foresee the danger points, and that is
+decidedly the most essential factor and the one from which most can be
+hoped for the safety of the public. But this does not exclude the
+possibility that some other mental traits may become causes of
+accidents. The man may be too daring and may like to run risks, or he
+may still need discipline, or he may not be sufficiently acquainted
+with the local conditions. Any such secondary factors may cause some
+slight accidents with the man who shows rather fair results in the
+experimental test of his foresight. Finally, we must not forget that
+some men enter into such tests under a certain nervous tension and
+therefore may not show so well at the very first test as their mental
+equipment should allow. Hence it is decidedly desirable not to rely on
+the first test, but to repeat it. If those various interferences are
+taken into account, the correspondence <a name="Page_77" id="Page_77" />between efficiency and the
+results of the tests is fairly satisfactory. It justified me in
+proposing that the experiments be continued and in regarding it as
+quite possible that later tests on the basis of this principle may be
+introduced at the employment of motormen.</p>
+
+<p>A difficulty is presented by the valuation of the numerical results.
+The mere number of omissions alone cannot be decisive, as it is clear
+that no intelligent man would make any omissions if he should give an
+unlimited amount of time to it; for instance, if he were to spend
+fifteen minutes on those 12 cards. But this is the same thing as to
+say that a motorman would not run over any one if he were to drive his
+car one mile in an hour. The practical problem is to combine the
+greatest possible speed with the smallest number of oversights and
+both factors must therefore be considered. The subject who makes
+relatively many mistakes but uses a very short time must be
+acknowledged to be as good as the man who makes fewer mistakes but
+takes a longer time. In the results which I have gathered in
+experiments with motormen, no one has gone through those 12 cards in a
+shorter time than 140 seconds, while the longest time was 427 seconds.
+On the other hand, no one of the motormen made less than 4 omissions,
+while the worst ones made 28 <a name="Page_78" id="Page_78" />omissions. I abstract from one extreme
+case with 36 omissions. On the whole, we may say that the time
+fluctuates between 180 and 420, the mistakes between 4 and 28. The aim
+is to find a formula which gives full value to both factors and makes
+the material directly comparable in the form of one numerical value
+instead of the two. If we were simply to add the number of seconds and
+the number of omissions, the omissions would count far too little,
+inasmuch as 10 additional omissions would then mean no more than 10
+additional seconds. On the other hand, if we were to multiply the two
+figures the omissions would mean by far too much, as the transition
+from 4 mistakes to 8 mistakes would then be as great a change as the
+transition from 200 to 400 seconds, that is, from the one extreme of
+time to the other. Evidently we balance both factors if we multiply
+the number of omissions by 10 and add them to the number of seconds.
+The variations between 4 and 28 omissions are 24 steps, which
+multiplied by 10 correspond to the 240 steps which lie between 180 and
+420 seconds. On that basis any additional 50 seconds would be equal to
+5 additional omissions. If of two men one takes 100 seconds less than
+his neighbor, he is equal to him in his ability to satisfy the demands
+of the service, if he makes 10 mistakes more.</p>
+
+<p><a name="Page_79" id="Page_79" />On the basis of this calculation I find that the old, well-trained
+motormen come to a result of about 450, and I should consider that an
+average standard. This would mean that a man who uses 400 seconds
+would not be allowed to make more than 5 omissions, in 350 seconds not
+more than 10, in 300 not more than 15, in 250 not more than 20, under
+the condition that these are the results of the first set of
+experiments. Where there are more than 20 omissions made, mere
+quickness ought not to be allowed as a substitute. The man who takes
+150 seconds and makes 30 mistakes would come up to the same standard
+level of 450. Yet his characteristics would probably not serve the
+interests of the service. He would speed up his car and would make
+better time than any one else, but would be liable to accidents. I
+should consider 20 mistakes with a time not longer than 250 as the
+permissible maximum. Among the younger motormen whom I examined, the
+best result was 290, in which 270 seconds were used and only 2
+omissions made. Results below 350 may be considered as very good. One
+man, for instance, carried out the experiment in 237 seconds with 11
+mistakes, which gives the result 347. From 350 to 450 may be counted
+as fair, 450 to 550 as mediocre, and over 550 as very poor. In the
+case of old men, who may <a name="Page_80" id="Page_80" />be expected to adjust themselves less easily
+to artificial experiments, the limits may be shifted. If the
+experiments are made repeatedly, the valuation of the results must be
+changed accordingly. The training of the men in literary and
+mathematical work or in experimentation may be considered, as our
+experiments have shown that highly educated young people with long
+training in experimental observations can pass through the test much
+more quickly than any one of the motormen could. Among the most
+advanced graduate students who do research work in my Harvard
+laboratory there was no one whose result was more than 275, while, as
+I said, among all the motormen there was no one whose result was less
+than 290. The best result reached was by a student who passed through
+the test in 223 seconds with only 1 mistake, the total therefore being
+233. Next came a student who did it in 215 seconds with 3 mistakes,
+total, 245; then in 228 seconds with 2 omissions, total, 248, and so
+on.</p>
+
+<p>I recapitulate: With men on the educational level and at the age that
+comes in question for their first appointment in the service of an
+electric railway company, the test proposed ought to be applied
+according to this scheme. If they make more than 20 mistakes, they
+ought to be excluded; if they make less than 20 mistakes, the number
+of <a name="Page_81" id="Page_81" />omissions is to be multiplied by 10 and added to the number of
+seconds. If the sum is less than 350, their mental fitness for the
+avoidance of accidents is very high, between 350 and 450 fair, and
+more than 550 not acceptable under any conditions. I submit this,
+however, with the emphasis on my previous statement that the
+investigation is still in its first stage, and that it will need a
+long co&ouml;peration between science and industry in order to determine
+the desirable modifications and special conditions which may become
+necessary in making the employment of men partly dependent upon such
+psychological tests. There can be no doubt that the experiments could
+be improved in many directions. But even in this first, not adequately
+tested, form, an experimental investigation of this kind which demands
+from each individual hardly 10 minutes would be sufficient to exclude
+perhaps one fourth of those who are nowadays accepted into the service
+as motormen. This 25 per cent of the applicants do not deserve any
+blame. In many other occupations they might render excellent service;
+they are neither careless nor reckless, and they do not act against
+instructions, but their psychical mechanism makes them unfit for that
+particular combination of attention and imagination which ought to be
+demanded for the special task of the motorman.<a name="Page_82" id="Page_82" /> If the many thousands
+of injury and the many hundreds of death cases could be reduced by
+such a test at least to a half, then the conditions of transportation
+would have been improved more than by any alterations in the technical
+apparatus, which usually are the only objects of interest in the
+discussion of specialists. The whole world of industry will have to
+learn the great lesson, that of the three great factors, material,
+machine, and man, the man is not the least, but the most important.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="IX" id="IX" /><a name="Page_83" id="Page_83" />IX</h2>
+
+<h3>EXPERIMENTS IN THE INTEREST OF SHIP SERVICE</h3>
+
+
+<p>Where the avoidance of accidents is in question, the test of a special
+experimental method can seldom be made dependent upon a comparison
+with practical results, as we do not want to wait until the candidate
+has brought human life into danger. The ordinary way of reaching the
+goal must therefore be an indirect one in such cases. For the study of
+motormen the conditions are exceptionally favorable, as hundreds of
+thousands of accidents occur every year, but another practical example
+may be chosen from a field where it is, indeed, impossible to
+correlate the results with actual misfortunes, because the dangerous
+situations occur seldom; and nevertheless on account of their
+importance they demand most serious study. I refer to the ship
+service, where the officer on the bridge may bring thousands into
+danger by one single slip of his mind. I turn to this as a further
+concrete illustration in order to characterize at once the lengths to
+which such vocational studies may advance.</p>
+
+<p>One of the largest ship companies had <a name="Page_84" id="Page_84" />approached me&mdash;long before the
+disaster of the Titanic occurred&mdash;with the question whether it would
+not be possible to find psychological methods for the elimination of
+such ship officers as would not be able to face an unexpected suddenly
+occurring complication. The director of the company wrote to me that
+in his experience the real danger for the great ships lies in the
+mental dispositions of the officers. They all know exactly what is to
+be done in every situation, but there are too many who do not react in
+the appropriate way when an unexpected combination of factors suddenly
+confronts them, such as the quick approach of a ship in the fog. He
+claimed that two different types ought to be excluded. There are ship
+officers who know the requirements excellently, but who are almost
+paralyzed when the dangerous conditions suddenly threaten. Their
+ability for action is inhibited. In one moment they want to act under
+the stimulus of one impression, but before the impulse is realized,
+some other perhaps rather indifferent impression forces itself on
+their minds and suggests the counteraction, and in this way they
+vacillate and remain inactive until it is too late to give the right
+order or to press the right button. The other type feels only the
+necessity for rapid action, and under the pressure of greatest haste,
+without clear thought, they <a name="Page_85" id="Page_85" />jump to the first decision which rushes
+to their minds. Without carefully considering the conditions really
+given, they explode in an action which they would never have chosen in
+a state of quiet deliberation. They react on any accidental
+circumstance, just as at a fire men sometimes carry out and save the
+most useless parts of their belongings. Of course, beside these two
+types, there is the third type, the desirable one, the men who in the
+unexpected situation quickly review the totality of the factors in
+their relative importance and with almost instinctive certainty
+immediately come to the same decision to which they would have arrived
+after quiet thought. The director of the company insisted that it
+would be of highest importance for the ship service to discriminate
+these three types of human beings, and to make sure that there stand
+on the bridge of the ship only men who do not belong to those two
+dangerous classes. He turned to me with this request, as he had heard
+of the work toward economic psychology in the Harvard laboratory.</p>
+
+<p>As the problem interested me, I carried on a long series of
+experiments in order to construct artificial conditions under which
+the mental process of decision in a complicated situation, especially
+the rapidity, correctness, and constancy of the decision, could be
+made measurable. I started <a name="Page_86" id="Page_86" />from the conviction that this complex act
+of decision must stand in definite relation to a number of simpler
+mental functions. If, for instance, it stood in a clear definite
+relation to the process of association, or discrimination, or
+suggestibility, or perception, or memory, and so on, it would be
+rather easy to foresee the behavior of the individual in the act of
+decision, as every one of those other simple mental functions could be
+tested by routine methods of the psychological laboratory. This
+consideration led me to propose ramified investigations concerning the
+psychology of decision in its relation to the elementary mental
+processes. These studies by students of the laboratory are not yet
+completed. But I soon saw that they would be unfit for the solution of
+my practical problem, as we recognized that these relations between
+the complex act of decision and the elementary functions of the
+individual seem to have different form with different types of
+men.<a name="FNanchor_12_12" id="FNanchor_12_12" /><a href="#Footnote_12_12" class="fnanchor">[12]</a> If I was to approach the solution of the practical problem,
+accordingly, I had to reproduce in an experimental form the act of
+decision under complex conditions.</p>
+
+<p>It seemed necessary to create a situation in which a number of
+quantitatively measurable factors were combined without any one of
+them forcing itself to consciousness as the most important. <a name="Page_87" id="Page_87" />The
+subject to be experimented on then has to decide as quickly as
+possible which of the factors is the relatively strongest one. As
+usual, here, too, I began with rather complicated material and only
+slowly did I simplify the apparatus until it finally took an entirely
+inconspicuous form. But this is surely the most desirable outcome for
+testing methods which are to be applied to large numbers of persons.
+Complicated instruments, for the handling of which special training is
+needed, are never so useful for practical purposes as the simple
+schemes which can be easily applied. The form of which I finally made
+use is the following. I work with 24 cards of the size of
+playing-cards. On the upper half of every one of these cards we have 4
+rows of 12 capital letters, namely, A, E, O, and U in irregular
+repetition. On 4 cards, one of these vowels appears 21 times and each
+of the three others 9 times; on 8 cards, one appears 18 times and
+every one of the three others 10 times; on 8 cards, one appears 15
+times and each of the others 11 times; and finally, on 4 cards one
+vowel appears 16 times, each of the three others 8 times, and besides
+them 8 different consonants are mixed in. The person to be tested has
+to distribute these 24 cards as quickly as possible in 4 piles, in
+such a way that in the first pile are placed all cards in which the
+letter A is most frequent, in the second <a name="Page_88" id="Page_88" />those in which the letter E
+predominates, and so on. As a matter of course the result must never
+be secured by counting the letters. Any attempt to act against this
+prescription and secretly to begin counting would moreover delay the
+decision so long that the final result would be an unsatisfactory
+achievement anyhow. It would accordingly bring no advantage to the
+candidate.</p>
+
+<p>We measure with a stopwatch in fifths of a second the time for the
+whole process from the subject's looking at the first card to his
+laying down of the last card, and, secondly, we record the number and
+the character of his mistakes, if cards are put into wrong piles. I
+have made the experiment with very many persons, and results show that
+those various mental traits which have been observed in the practical
+ship service come clearly to light under the conditions of this
+experiment. Some of the persons lose their heads entirely, and for
+many of them it is a painful activity for which they require a long
+time. Even if the number of mistakes is not considerable, they
+themselves have the feeling that they are not coming to a satisfactory
+decision, because their attention is pulled hither and thither so that
+they feel an inner mental paralysis. Some chance letters stand out and
+appear to them to be predominant, but in the next moment the attention
+is <a name="Page_89" id="Page_89" />captured by some other letters which bring the suggestion that
+they are in the majority and that they present the most important
+factor. The outcome is that inner state of indecision which can become
+so fatal in practical life. Other subjects distribute the cards in
+piles at a relatively high speed, and they do it with the subjective
+feeling that they have indeed recognized at the first glance the
+predominant group of letters. The exact measurement of the results,
+however, shows that they commit many errors which would have been
+improbable after quiet consideration. Any small group of letters which
+catches their eye makes on them, under the pressure of their haste,
+such a strong impression that all the other letters are inhibited for
+the moment and the wrong decision is quickly made. Finally, we find a
+group of persons who carry out the experiment rather quickly and at
+the same time with few mistakes. It is characteristic of them to pass
+through it with the feeling that it is an agreeable and stimulating
+mental activity. In all cases the subjects feel themselves under the
+unified impression which results from all those 48 letters of the card
+together; and this is the reason why the qualitative manifoldness of a
+practical life situation can be compared with these intermingled,
+quantitatively determined groups of letters.</p>
+
+<p><a name="Page_90" id="Page_90" />If I consider the general results of these experiments only with
+reference to the time-measurement, I should say that a person who
+completes the distribution of the cards in less than 80 seconds is
+quick in his decisions; from 80 to 150, moderately quick; from 150 to
+250, slow and deliberate and rather too deliberate for situations
+which demand quick action; over 250 seconds, he would belong among
+those wavering persons who hesitate too long in a life situation which
+demands decision. The time which is needed for the mere distribution
+of the cards themselves plays a very small r&ocirc;le compared with the time
+of the whole process, and can be neglected. In order to determine
+this, I asked all the subjects before they made the real experiment to
+distribute 24 other cards in 4 piles, on each of which one of the four
+letters, A, E, O, and U was printed only once. Hence no comparison of
+various factors was involved in this form of distribution. The average
+time for this ordinary sorting was about 20 seconds. Only rather quick
+individuals carried it out in less than 18 and only very slow ones
+needed more than 25 seconds. This maximum variation of 10 seconds is
+evidently insignificant, as the variations in the experiment amount to
+more than 200 seconds. But it is very characteristic that the results
+of the two experiments do not move parallel. Some <a name="Page_91" id="Page_91" />persons, who are
+able to sort the cards on which only one of the 4 letters is printed
+very quickly, are rather slow when they sort the cards with the 48
+letters for which the essential factor is the act of comparison. In
+the first case the training in card-playing also seems to have a
+certain influence, but in the second case, our real experiment on
+decision, this influence does not seem to exist.</p>
+
+<p>We have emphasized from the start that it is no less important to give
+consideration to the number of mistakes. A mere rapidity of
+distribution with many mistakes characterizes, as we saw, a mental
+system which is just as unfit for practical purposes as one which acts
+with too great slowness. But it would not have been sufficient simply
+to ask how many cards were put into wrong piles. The special
+arrangement of the cards with four different types of combinations was
+introduced for the purpose of discriminating among mistakes of unequal
+seriousness. When one letter appeared 21 times and the three others
+only 9 times, it was surely much easier to make the decision than when
+the predominant letter appeared only 15 times and the other three each
+11 times. The easier the right decision, the graver the mistake. Of
+course the valuation of these mistakes must be rather arbitrary. We
+decided to value as 4 every mistake in these cards on which the
+predominant <a name="Page_92" id="Page_92" />letter appears 21 times; as 3, a mistake in the 18 letter
+cards; as 2, a mistake in the 16 letter cards; and as 1, a mistake in
+the most difficult ones, the 15 letter cards. If the mistakes are
+calculated on this basis and are added together, a sum below 5 may
+indicate a very safe and perfectly reliable ability for decision; 5 to
+12, satisfactory; 12 to 20, uncertain; and over 20, very poor. In
+order to take account of both factors, time and mistakes, we multiply
+the sum of the calculated mistakes by the number of seconds. If the
+product of these two figures is less than 400, it may be taken as a
+sign of perfect reliability in making very quick, correct decisions,
+in complex life situations; 400 to 1000 indicates the limits between
+which the ability for such decisions may be considered as normal and
+very satisfactory; 1000 to 2000, not good but still adequate; 2000 to
+3000, unreliable, and over 3000, practically absent. It is clear that
+the real proof of the value of this method cannot be offered. This is
+just the reason why we selected this illustration as an example of the
+particular difficulty. Wrong decisions, that is, cases in which the
+man on the bridge waits too long before he makes his decision and thus
+causes a collision of ships by his delay, or in which he rushes
+blindly to a decision which he himself would have condemned after
+quiet deliberation, are <a name="Page_93" id="Page_93" />rare. It would be impossible to group such
+men together for the purpose of the experiment and to compare their
+results with those of model captains, the more as experience has shown
+that an officer may have a stainless record for many years and yet may
+finally make a wrong decision which shows his faulty disposition. The
+test of the method must therefore be a somewhat indirect one. My aim
+was to compare the results of the experiments with the experiences of
+the various individuals which they themselves reported concerning
+their decisions in unexpected complicated situations, and moreover
+with the judgments of their friends whom I asked to describe what they
+would expect from the subjects under such conditions. The personal
+differences in these respects are extremely great, and are also
+evident in the midst of small groups of persons who may have great
+similarity in their education and training and in many other aspects
+of their lives.</p>
+
+<p>Among the most advanced students of my research laboratory, for
+instance, all of whom have rather similar schooling and practically
+the same training in experimental work, the product of mistakes and
+seconds varied between 348 and 13,335. That smallest value occurred in
+a case in which the time was 116 seconds and the sum of the mistakes
+only 3, inasmuch as 3 cards of the most <a name="Page_94" id="Page_94" />difficult group where the
+predominating letter occurred only 15 times were put in the wrong
+piles. The shortest time among my laboratory students was 58 seconds,
+but with this individual the sum of the mistakes, calculated on the
+basis of the valuation agreed upon, was 13. The largest figure
+mentioned resulted in a case in which the student needed 381 seconds
+and yet made mistakes the sum of which amounted to 35. It is
+characteristic that the person with the smallest product felt a
+distinct joy in the experiment, while the one with the largest passed
+through painful minutes which put him to real organic discomfort. If
+we arrange the men simply in the order of these products, of course we
+cannot recognize the various groups, as those who are quick but make
+mistakes and those who make few mistakes but act slowly may be
+represented by the same products. The coincidence of the results with
+the self-characterization is frequently quite surprising. Every one
+has at some time come into unexpected, suddenly arising situations and
+many have received in such moments a very vivid impression of their
+own mental reaction. They know quite well that they could not come to
+a decision quickly enough, or that they rushed hastily to a wrong
+decision, or that in just such instants a feeling of repose and
+security came over them and that with sure instinct they <a name="Page_95" id="Page_95" />turned in
+the direction which they would have chosen after mature thought. The
+results of the experiments in sorting the cards confirmed this
+self-observation in such frequent cases that it may indeed be hoped
+that a more extended test of this method will prove its practical
+usefulness. It is clear that the field is a wide one, as these
+different types of mental dispositions must be of consequence not only
+in the ship service, but also to a certain degree in the railroad
+service and in many other industrial tasks.</p>
+
+<p>We have emphasized from the start that as a matter of course such a
+tested function, while it is taken in its complex unity, is
+nevertheless not the only psychophysical disposition of significance.
+This is as true for the ship officer as it was for the motorman of the
+electric car. If we were to study all the mental dispositions
+necessary or desirable for the ship officer, we should find many other
+qualities which are accessible to the psychological investigation. The
+captain of the ship, for instance, is expected to recognize the
+direction of a vessel passing in the fog by the signals of the
+foghorn. But so far no one has given any attention to the
+psychological conditions of localization of sound, which were for a
+long while a much-studied problem of our psychological laboratories.
+We know how this localization is dependent upon <a name="Page_96" id="Page_96" />the comparison of the
+two ears and what particular mistakes occur from the different
+sensibility of the two ears. Yet there are to-day men on the bridges
+of the ships who hear much better with one ear than with the other,
+but who still na&iuml;vely believe that, as they hear everything very
+distinctly with one ear, this normal ear is also sufficient for
+recognizing the direction of the sound. It is the same mistake which
+we frequently see among laborers whose vision has become defective in
+one of their eyes, or one of whose eyes is temporarily bandaged. They
+are convinced that the one good eye is sufficient for their industrial
+task, because they are able to recognize everything clearly and
+distinctly. They do not know that both the eyes together are necessary
+in order to produce that psychological combination by which the visual
+impression is projected into the right distance, and that in the
+factory they are always in danger of underestimating the distance of a
+wheel or some other part of the machine and of letting the hand slip
+between the wheels or knives. The results of experimental psychology
+will have to be introduced systematically into the study of the
+fitness of the personality from the lowest to the highest technical
+activity and from the simplest sensory function to the most complex
+mental achievement.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="X" id="X" /><a name="Page_97" id="Page_97" />X</h2>
+
+<h3>EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE</h3>
+
+
+<p>Our plan was to illustrate the possibility of applying psychological
+experiments to the selection of fit applicants also in cases in which
+not one characteristic mental function stands out, but in which a
+large number of relatively independent mental activities are in play.
+I choose as an illustration of such cases the work of the employees at
+the telephone switchboard. A study of the psychological factors in
+this work is strongly suggested by the practical interests of the
+telephone companies, and may be looked on here exclusively from this
+point of view. The user of the telephone is little inclined to
+consider how many actions have to be carried out in the central office
+before the connection is made and finally broken again. From the
+moment when the speaker takes off the receiver to the cutting off of
+the connection, fourteen separate psychophysical processes are
+necessary in the typical case, and even then it is presupposed that
+the telephone girl understood the exchange and number correctly. It is
+a common experience of the companies that these <a name="Page_98" id="Page_98" />demands cannot be
+satisfactorily fulfilled when a telephone girl has to handle more than
+225 calls in an hour. The official statistics show that this figure is
+exceeded in not infrequent cases,<a name="FNanchor_13_13" id="FNanchor_13_13" /><a href="#Footnote_13_13" class="fnanchor">[13]</a> in extreme cases the number may
+even rise beyond 300. Moreover, in short periods of reinforced demands
+it may happen that for a few minutes even the rapidity of 10 calls in
+a minute is reached. Normally the burden is divided among the
+employees in such a way that about 150 calls fall to each one in an
+hour, and that this figure is passed considerably only in one morning
+and one evening hour. A skillful distribution of pauses and ample
+arrangements for rest, usually together with very excellent hygienic
+conditions, make it possible for the fit persons to be able to carry
+on this work without over-fatigue from 8 to 9 hours a day. On the
+other hand, it is only natural that such rapid and yet subtle activity
+under such high tension, where especially the quick localization of
+the correct hole is a difficult and yet indispensable part, can be
+carried out only by a relatively small number of human nervous
+systems. The inability to keep attention at such a high point for a
+long while, or to perform such rapid movements, or to retain the
+numbers correctly, does not lead to fatal accidents like those in the
+case of the unfit motormen, but it does lead to fatigue and finally to
+<a name="Page_99" id="Page_99" />a nervous breakdown of the employees and to confusion in the service.
+The result is that the company is continually obliged to dismiss a
+considerable proportion of those who have entered the service and who
+have spent some months in going through the training school of the
+company. As one single company, the Bell Telephone Company, employs
+16,000 operators, the problem is an expansive one, and it has bearing
+on the health of the employees as well as on the patience of the
+subscribers. But above all it refers to the economic interests of the
+company, inasmuch as every girl who satisfies the entrance conditions
+of hearing and sight, of school education and general personal
+appearance, receives some salary throughout the months of training in
+the telephone school. Since during the first half-year, in which the
+employee still works entirely under supervision, more than a third of
+those who had originally entered leave, partly on account of
+unfitness, and inability, partly on account of over-fatigue or similar
+reasons, the economic disadvantage to the company is evidently a very
+great one. The candidates are paid for months of mere training, and
+they themselves waste their energy and time with practice in a kind of
+labor which cannot be serviceable to them in any other economic
+activity. Under these circumstances it is not <a name="Page_100" id="Page_100" />surprising that one
+city system approached me with the question whether it would not
+interest me from a scientific point of view to examine how far the
+mental fitness of the employees could be determined beforehand through
+experimental means.</p>
+
+<p>After carefully observing the service in the central office for a
+while, I came to the conviction that it would not be appropriate here
+to reproduce the activity at the switchboard in the experiment, but
+that it would be more desirable to resolve that whole function into
+its elements and to undertake the experimental test of a whole series
+of elementary mental dispositions. Every one of these mental acts can
+then be examined according to well-known laboratory methods without
+giving to the experiments any direct relation to the characteristic
+telephone operation as such. I carried on the first series of
+experiments with about thirty young women who a short time before had
+entered into the telephone training school, where they are admitted
+only at the age between seventeen and twenty-three years. I examined
+them with reference to eight different psychophysical functions. In
+saying this, I abstract from all those measurements and tests which
+had somewhat anthropometric character, such as the measurement of the
+length of the fingers, the rapidity of breathing, the rapidity of
+pulse, <a name="Page_101" id="Page_101" />the acuity of vision and of hearing, the distinctness of the
+pronunciation, and so on. A part of the psychological tests were
+carried on in individual examinations, but the greater part with the
+whole class together.</p>
+
+<p>These common tests referred to memory, attention, intelligence,
+exactitude, and rapidity. I may characterize the experiments in a few
+words. The memory examination consisted of reading to the whole class
+at first two numbers of 4 digits, then two of 5 digits, then two of 6
+digits, and so on up to figures of 12 digits, and demanding that they
+be written down as soon as a signal was given. The experiments on
+attention, which in this case of the telephone operators seemed to me
+especially significant, made use of a method the principle of which
+has frequently been applied in the experimental psychology of
+individual differences and which I adjusted to our special needs. The
+requirement is to cross out a particular letter in a connected text.
+Every one of the thirty women in the classroom received the same first
+page of a newspaper of that morning. I emphasize that it was a new
+paper, as the newness of the content was to secure the desired
+distraction of the attention. As soon as the signal was given, each
+one of the girls had to cross out with a pencil every &quot;a&quot; in the text
+for six minutes. After a certain time, a <a name="Page_102" id="Page_102" />bell signal was given and
+each then had to begin a new column. In this way we could find out,
+first, how many letters were correctly crossed out in those six
+minutes, secondly, how many letters were overlooked, and, thirdly, how
+the recognition and the oversight were distributed in the various
+parts of the text. In every one of these three directions strong
+individual differences were indeed noticeable. Some persons crossed
+out many, but also overlooked many, others overlooked hardly any of
+the &quot;a's,&quot; but proceeded very slowly so that the total number of the
+crossed-out letters was small. Moreover, it was found that some at
+first do poor work, but soon reach a point at which their attention
+remains on a high level; others begin with a relatively high
+achievement, but after a short time their attention flags, and the
+number of crossed-out letters becomes smaller or the number of
+unnoticed, overlooked letters increases. Fluctuations of attention,
+deficiencies, and strong points can be discovered in much detail.</p>
+
+<p>The third test which was tried with the whole class referred to the
+intelligence of the individuals. Discussion of the question how to
+test intelligence in general would quickly lead us into as yet
+unsettled controversies. It is a chapter of the psychology of tests
+which, especially in the service of <a name="Page_103" id="Page_103" />pedagogy but to a certain degree
+also in the service of medicine, has been more carefully elaborated
+than any other. Often it has been contested whether we have any right
+to speak of one general central intelligence factor, and whether this
+apparently unified activity ought not to be resolved into a series of
+mere elementary processes. The newer pedagogical investigations,
+however, speak in favor of the view that besides all special
+processes, or rather, above all of them, an ability must be recognized
+which cannot be divided any further, and by which the individual
+adjusts his knowledge, his experiences, and his dispositions to the
+changing purposes of life. The grading of the pupils in a class
+usually expresses this differentiation of the intelligence; and while
+the differences of industry or of mere memory and similar secondary
+features may sometimes interfere, it remains after all not difficult
+for an observant teacher to grade the pupils of his class, whom he
+knows well, according to their general intelligence. The psychological
+experiments carried on in the schoolroom have demonstrated that this
+ability can be tested by the measurement of some very simple mental
+activities. The best method would be the one which would allow the
+experimenter, on the basis of a single experiment, to grade the
+individuals in the same order in which they <a name="Page_104" id="Page_104" />appear in the record of
+the teacher. Among the various proposed schemes for this purpose the
+figures suggest that the most reliable one is the following method,
+the results of which show the highest agreement between the rank order
+based on the experiments and the rank order of the teachers.<a name="FNanchor_14_14" id="FNanchor_14_14" /><a href="#Footnote_14_14" class="fnanchor">[14]</a> The
+experiment consists in reading to the pupils a long series of pairs of
+words of which the two members of the pair always logically belong
+together. Later, one word of each pair will be read to them and they
+have to write down the word which belonged with it in the pair. This
+is not a simple experiment on memory. The tests have shown that if
+instead of logically connected words simply disconnected chance words
+are offered and reproduced, no one can keep such a long series of
+pairs in mind, while with the words which have related meaning, the
+most intelligent pupils can master the whole series. The very
+favorable results which this method had yielded in the classroom made
+me decide to try it in this case too. I chose for an experiment 24
+pairs of words from the sphere of experience of the girls to be
+tested. Two further class experiments belonged rather to the periphery
+of psychology. The exactitude of space-perception was measured by
+demanding that each divide first the long and then the short edge of a
+folio sheet into two equal <a name="Page_105" id="Page_105" />halves by a pencil mark. And finally, to
+measure the rapidity of movement, it was demanded that every one make
+with a pencil on the paper zigzag movements of a particular size
+during the ten seconds from one signal to another.</p>
+
+<p>After these class experiments I turned to individual tests. First,
+every girl had to sort a pack of 48 cards into 4 piles as quickly as
+possible. The time was measured in fifths of a second. The following
+experiment which referred to the accuracy of movement impulses
+demanded that every one try to reach with the point of a pencil 3
+different points on the table in the rhythm of metronome beats. On
+each of these three places a sheet of paper was fixed with a fine
+cross in the middle. The pencil should hit the crossing point, and the
+marks on the paper indicated how far the movement had fallen short of
+the goal. One of these movements demanded the full extension of the
+arm and the other two had to be made with half-bent arm. I introduced
+this last test because the hitting of the right holes in the
+switchboard of the telephone office is of great importance. The last
+individual experiment was an association test. I called six words like
+&quot;book,&quot; &quot;house,&quot; &quot;rain,&quot; and had them speak the first word which came
+to their minds. The time was measured in fifths of a second only, as
+subtler experiments, for which <a name="Page_106" id="Page_106" />hundredths of a second would have to
+be considered, were not needed.</p>
+
+<p>In studying the results so far as the memory experiments were
+concerned, we found that it would be useless to consider the figures
+with more than 10 digits. We took the results only of those with 8,9,
+and 10 digits. There were 54 possibilities of mistakes. The smallest
+number of actual mistakes was 2, the largest, 29. In the experiment on
+attention made with the crossing-out of letters, we found that the
+smallest number of correctly marked letters was 107, the largest
+number in the six minutes, 272; the smallest number of overlooked
+letters was 2, the largest, 135; but this last case of abnormal
+carelessness stood quite isolated. On the whole, the number of
+overlooked letters fluctuated between 5 and 60. If both results, those
+of the crossed-out and those of the overlooked letters, are brought
+into relation, we find that the best results were a case of 236
+letters marked, with only 2 overlooked, and one of 257 marked, with 4
+overlooked. The very interesting details as to the various types of
+attention which we see in the distribution of mistakes over the six
+minutes were not taken into our final table. The word experiments by
+which we tested the intelligence showed that no one was able to
+reproduce more than 22 of the 24 words. The smallest <a name="Page_107" id="Page_107" />number of words
+remembered was 7. The mistakes in the perception of distances
+fluctuated between 1 and 14 millimeters; the time for the sorting of
+the 48 cards, between, 35 and 58 seconds; the association-time for the
+6 associated words taken together was between 9 and 21 seconds. The
+pointing experiments could not be made use of in this first series, as
+it was found that quite a number of participants were unable to
+perform the act with the rapidity demanded.</p>
+
+<p>Several ways were open to make mathematical use of these results. I
+preferred the simplest way. I calculated the grade of the girls for
+each of these achievements. The same candidate who stood in the 7th
+place in the memory experiment was in the 15th place with reference to
+the number of letters marked, in the 3rd place with reference to the
+letters overlooked, in the 21st place with reference to the number of
+word pairs which she had grasped, in the 11th place with reference to
+the exactitude of space-perception, in the 16th place with reference
+to the association-time, and in the 6th place with reference to the
+time of sorting. As soon as we had all these independent grades, we
+calculated the average and in this way ultimately gained a common
+order of grading. It is evident that this kind of calculation contains
+accidental factors, especially as a consequence of the fact that we
+<a name="Page_108" id="Page_108" />give equal value to every one of these results. It might be better,
+for instance, to attribute a higher value to the attention experiment
+or to the intelligence experiment. This could be done by multiplying
+the results of some of these grades by 2 or by 3, which would bring
+the high or low grade of a girl for a particular function to stronger
+influence in the final result. But in this first trial I contented
+myself with the simplest uniform scheme in order to exclude all
+arbitrariness, and therefore considered the mere average of all the
+grades as the expression of the experimental result.</p>
+
+<p>With this average rank list, we compared the practical results of the
+telephone company after three months had passed. These three months
+had been sufficient to secure at least a certain discrimination
+between the best, the average, and the unfit. The result of this
+comparison was on the whole satisfactory. First, the skeptical
+telephone company had mixed with the class a number of women who had
+been in the service for a long while and had even been selected as
+teachers in the telephone school. I did not know, in figuring out the
+results, which of the participants in the experiments these
+particularly gifted outsiders were. If the psychological experiments
+had brought the result that these individuals who stood so high <a name="Page_109" id="Page_109" />in
+the estimation of the telephone company ranked low in the laboratory
+experiment, it would have reflected strongly on the reliability of the
+laboratory method. The results showed, on the contrary, that these
+women who had proved most able in practical service stood at the top
+of our list. Correspondingly, those who stood the lowest in our
+psychological rank list had in the mean time been found unfit in
+practical service and had either left the company of their own accord
+or else had been eliminated. The agreement, to be sure, was not a
+perfect one. One of the list of women stood rather low in the
+psychological list, while the office reported that so far she had done
+fair work in the service, and two others to whom the psychological
+laboratory gave a good testimonial were considered by the telephone
+office as only fair.</p>
+
+<p>But it is evident that certain disagreements would have occurred even
+with a more ideal method, as on the one side no final achievement in
+practical service can be given after only three months, and because on
+the other side a large number of secondary factors may enter which
+entirely overshadow the mere question of psychophysical fitness. Poor
+health, for instance, may hinder even the most fit individual from
+doing satisfactory work, and extreme industry and <a name="Page_110" id="Page_110" />energetic will may
+for a while lead even the unfit to fair achievement, which, to be
+sure, is likely to be coupled with a dangerous exhaustion. The slight
+disagreements between the psychological results and the practical
+valuation, therefore, do not in the least speak against the
+significance of such a method. On the other hand, I emphasize that
+this first series meant only the beginning of the investigation, and
+it can hardly be expected that at such a first approach the best and
+most suitable methods would at once be hit upon. A continuation of the
+work will surely lead to much better combinations of test experiments
+and to better adjusted schemes. But it would be most desirable that
+such studies be undertaken at various places according to various
+schemes in order to come nearer to the solution of a problem which is
+economically important to the whole public and to many thousands of
+employees. As soon as methods are really perfected it would seem not
+at all impossible that by a short experiment of a few minutes
+thousands of applicants might be saved long months of study and
+training which are completely wasted. For us here the detailed
+analysis of this particular case did not mean a suggestion to use
+to-day in the telephone offices of the country the special scheme
+which we applied, but it stood only as a clear, <a name="Page_111" id="Page_111" />simple illustration
+of a method by which not the specific work itself is tested, but by
+which the industrial work of the individual is resolved into a long
+series of parallel functions each one of which is tested
+independently. The experimental aid which the laboratory has to supply
+in such cases is not a newly invented device, such as we needed in the
+case of the motormen, but simply the methods well known as so-called
+mental tests.</p>
+
+<p>The experiments with such tests by which single mental functions are
+measured approximately in short quick examinations, has been much
+discussed in psychological circles. For a long while the thorough
+scholars remained very reluctant to accept such an apparently
+superficial scheme, when these tests were proposed especially for the
+pedagogical interests of the schoolroom. It was a time in which the
+scientific efforts were completely devoted to the general problems of
+the human mind and in which individual differences were very little
+considered. Moreover, the questions of applied psychology still seemed
+so far distant that the true scholar instinctively took his standards
+from the methods of purely theoretical research. Seen from such a
+point of view, it could not be denied that the tests were not
+sufficient to give us a complete scientific analysis of <a name="Page_112" id="Page_112" />the
+personality in its subtler structure. The theorists knew too well that
+if the reactions, or associations, or memories, or tendencies of
+attention, or emotions of a subject were measured really with that
+scientific thoroughness which is the ideal of research, long months of
+experiments would be needed, and little could be hoped for from tests
+to be performed in half an hour. But this somewhat haughty reserve
+which was quite justified twenty years ago has become obsolete and
+would be meaningless to-day. On the one side the methods themselves
+have been multiplied; for each mental act like memory, attention, and
+so on, dozens of well-studied tests are at our disposal, which are
+adjusted to the finest ramifications of the functions.<a name="FNanchor_15_15" id="FNanchor_15_15" /><a href="#Footnote_15_15" class="fnanchor">[15]</a> On the
+other side the interest in individual differences and in applied
+psychology has steadily grown, and through it an understanding for the
+real meaning of the tests has been gained. Their value, indeed, lies
+exclusively in their relation to the practical problems. Where
+theoretical questions are to be answered and scientific studies
+concerning the laws and variations of the mind are to be undertaken,
+the long series of laboratory experiments carried on with patience and
+devotion are indispensable and can never be replaced by the short-cut
+methods of the tests. But where practical tasks of <a name="Page_113" id="Page_113" />pedagogy or
+jurisprudence or medicine, or especially of commerce and industry, are
+before us, the method of tests ought to be sovereign. It can be
+adapted to the special situations and can succeed perfectly, if the
+task is to discover the outlines of the mental individuality for
+particular practical work.</p>
+
+<p>The only real difficulty of the method lies in the ease with which it
+can be used. A device which presupposes complicated instruments deters
+the layman and will be used only by those who are well trained.
+Moreover, the amateur would not think of constructing and adapting
+such apparatus himself. But when nothing is necessary but to use words
+or numbers or syllables or pictures, or, as in those experiments which
+we just described, newspapers and so on, any one feels justified in
+applying the scheme or in replacing it by a new apparently better one
+according to his caprice. The manifoldness of the proposed tests for
+special functions, is therefore enormous to-day. What is needed now is
+surely much more that order be brought into this chaos of
+propositions, and that definite norms and standards be secured for
+certain chief examinations, than that the number of variations simply
+be increased.</p>
+
+<p>The chief danger, moreover, lies in the fact that those who are not
+accustomed to psychological <a name="Page_114" id="Page_114" />laboratory research are easily misled.
+They fancy that such an experiment can be carried out in a mere
+mechanical way without careful study of all the conditions and
+accompanying circumstances. Thereby a certain crudeness of procedure
+may enter which is not at all suggested by the test method itself. The
+psychological layman too seldom recognizes how many other psychical
+functions may play a r&ocirc;le in the result of the experiment beside the
+one which is interesting him at that moment. The well-schooled
+laboratory worker almost automatically gives consideration to all such
+secondary circumstances. While his experiments may refer to the
+process of memory, he will yet at the same time carefully consider the
+particular situation as to the emotional setting of the subject, as to
+his attention, as to his preceding experience, as to his intelligence,
+as to his physiological condition, and many other factors which may
+have indirect influence even on the simplest memory test. Hence the
+real performance of the experiments ought to be undertaken only by
+those who are thoroughly familiar and well trained in psychological
+research. And they alone, moreover, can decide what particular form
+such an experiment ought to take in a given practical situation. It
+must be left to them, for instance, to judge in which cases the mental
+<a name="Page_115" id="Page_115" />function of economic importance ought to be tested after being
+resolved into its components and in which it ought to be examined in
+its characteristic unity.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XI" id="XI" /><a name="Page_116" id="Page_116" />XI</h2>
+
+<h3>CONTRIBUTIONS FROM MEN OF AFFAIRS</h3>
+
+
+<p>While the psychologists have to perform the actual labor, the
+representatives of practical life are much better able to indicate the
+points at which the psychological levers ought to be applied. In the
+past year I have sought contact with several hundred large concerns in
+America which belong to many different industrial realms. My time did
+not allow me personal observation in so many cases, but everywhere I
+begged for information from the leading men. I asked in individual
+letters for the particular psychological qualities which from the
+standpoint of the management seemed essential for the various kinds of
+labor in their establishments. I always inquired to what extent
+consideration was given to such psychological points of view at the
+appointment of applicants, and asked for material concerning the
+question how far individuals who proved to be unfit for one kind of
+labor showed fitness at other kinds of work. The replies which I
+received from all sides varied from a few meaningless lines to long
+documents, which in some cases were composed of detailed reports from
+all the department chiefs of a particular concern. <a name="Page_117" id="Page_117" />The common
+fundamental turn was decidedly a feeling of strong interest in the
+formulation of the question, which was practically new to all of them.
+Whether the answer came from paper mills or machine shops, from
+meat-packing houses or from breweries, from electrical or chemical
+mills, from railroad or mining companies, from department stores or
+from publishing houses, everywhere it was acknowledged that they had
+given hardly any conscious attention to the real psychological
+dispositions of their employees. They had of course noticed whether
+their men were industrious or lazy, honest or dishonest, skillful or
+clumsy, peaceful or quarrelsome people, but I had emphasized from the
+start in all my letters that such points of view were not before my
+mind. The mental qualities for which I asked were the psychological
+functions of attention, memory, ideas, imagination, feeling, volition,
+suggestibility, ability to learn, ability to discriminate, judgment,
+space-sense, time-sense, and so on. It would lead too far here to
+discuss why these two groups of characteristics indeed belong to two
+different aspects of mental life, and why only the latter is strictly
+psychological. The way in which the management is accustomed to look
+on their men is the practical way of ordinary life, in which we try to
+understand our neighbor by entering <a name="Page_118" id="Page_118" />into the meaning of his mental
+functions and by seeking to grasp what his aim is. But such an
+interpretation of the other man's mind is not a psychological
+analysis. It gives us the purposes of his inner life, but does not
+show us its structure and its component parts. We can abstract from
+interpreting and appreciating in order to describe the elements of the
+mind which in themselves have no meaning and no value, but which are
+the only important factors, if we are to determine psychologically
+what we may expect from the individual.</p>
+
+<p>While the replies to my letters showed that hardly any attention had
+so far been given to such problems of objective psychology in the
+industrial concerns, it became evident that the managers felt
+distinctly that here a problem was touched which must be of highest
+importance for economic success. From many different sides willingness
+was shown to study the problem of employment under the psychological
+aspect. As my material came mostly from very large establishments in
+which labor of very many different kinds is carried on side by side,
+of course I frequently received the assurance that whenever an
+industrious energetic man is unsuccessful in one kind of work, a trial
+is made with him in another department, and that by such shifting the
+right place can often be found for him. Young people, <a name="Page_119" id="Page_119" />to whom, in
+spite of long trial and the best will, it seems impossible to supply
+certain automatic machines, become excellent workers at much more
+difficult labor in the same establishment. Women who are apparently
+careless and inattentive when they have to distribute their attention
+over a number of operations do high-class work when they are engaged
+in a single activity; and in other cases the opposite is reported.</p>
+
+<p>I may mention a few concrete chance illustrations. In a pencil factory
+the women in one department have to grasp with one movement a dozen
+pencils, no more and no less. Some learn this at once without effort,
+and they earn high wages; others never can learn it in spite of
+repeated trials. If those who fail in this department are transferred,
+for instance, to the department where the gold-leaf is most carefully
+to be applied to the pencils before stamping, very often they show
+great fitness in spite of the extreme exactitude needed for this work.
+To show how often activities which appear extremely similar may demand
+different individuals, if the work is based on different psychical
+functions, I may refer to a report from one of the largest
+establishments in the country. In the accounting department a large
+number of girls are occupied with looking over hundreds of thousands
+of slips from <a name="Page_120" id="Page_120" />which the weekly pay-list is compiled. Each slip
+contains six figures and small groups of twenty slips have to be
+looked through to see whether those six figures on each correspond.
+With moistened forefinger they turn up the slips one by one in much
+the same manner that a bank clerk counts money. A good sorter will
+turn up the slips so rapidly that a bystander is unable to read a
+single figure, and yet she will not overlook an error in thousands of
+slips. After the slips are sorted, the operation of obtaining the
+totals on each order number is performed with the aid of an adding
+machine. The machine operator rolls up the slips of the pile with the
+thumb of her left hand and transfers the amount to the proper keys of
+the machine. It has been found that the most rapid and accurate girls
+at sorting are not seldom useless on the machines. They press the
+wrong, keys and make errors in copying the total from the machine
+indicators to the file-card. On the other hand, some of the best
+machine operators are very slow and inaccurate at the sorting table.
+Girls have been found very poor at the work at which they were first
+set, and very successful and efficient as soon as they had been
+transferred from the one to the other.</p>
+
+<p>Examples of this kind might be heaped up without end. But while the
+very large establishments<a name="Page_121" id="Page_121" /> demonstrate by such reports only that they
+can find somewhere a fit place for every able workingman if they take
+enough trouble to seek for it, after all the essential element of the
+reports remains, that successful achievement depends upon personal
+mental traits which cannot be acquired by mere good will and training.
+In view of this fact it is much more important that by far the
+majority of establishments have not such a great manifoldness of
+activities under one roof. The workingman who is a failure in the work
+which he undertook would usually have no opportunity to show his
+strong sides in the same factory, or at least to be protected against
+the consequences of his weak points. If his achievement is deficient
+in quality or quantity, he generally loses his place and makes a new
+trial in another factory under the same accidental conditions, without
+any deeper insight into his particular psychical traits and their
+relation to special industrial activities. But even in the large
+concerns, in which many kinds of labor are needed side by side, it is
+not the rule but a rare exception when the individual is
+systematically shifted to the psychologically correct place. A whole
+combination of conditions is necessary for that. If his mental
+unfitness makes him unsuccessful in one place, the position for which
+he is fit must <a name="Page_122" id="Page_122" />happen to be vacant. Moreover, he himself must like
+that other kind of work, and above all the foreman must recognize his
+particular fitness. In a few model factories in which the apprentice
+system is developed in the spirit of advanced sociological ideas, for
+instance, in the Lynn factory of the General Electric Company, such
+systematic efforts are being carried on and show fair results. But the
+regulation plan seems to be a haphazard lack of plan, and even the
+best endeavors probably fall short of what may be attained by the
+introduction of scientific psychological methods. So far in most
+factories the laborer who is not doing well simply loses his position,
+and by such an unfortunate experience he is not mentally enriched but
+impoverished, as he has lost much of his self-confidence and of his
+joy in labor.</p>
+
+<p>If this limitless waste of human material, this pitiable crushing of
+joy in the day's work, and this crippling of the economic output is at
+last to be reduced, indeed nothing is more needed than a careful
+scrutiny of the various psychophysical functions involved in the work.
+A mere classification of the industrial occupations according to the
+classes of manufactured objects would be of no value for this need, as
+often a small industrial concern may embrace occupations which, <a name="Page_123" id="Page_123" />are
+based on many different psychophysical functions. A harvester consists
+of two hundred and fifty different parts, and almost every one of
+these parts demands a long series of manufacturing, processes.
+Thousands of different kinds of labor are thus combined in one factory
+and each process demands for the best work particular psychophysical
+traits, even though many of them can be carried out by quite unskilled
+laborers. In a large manufacturing establishment the manager assured
+me only recently that more than half a million different acts have to
+be performed in order to complete the goods of that factory. On the
+other hand, it evidently is proper to form larger groups in which
+processes are brought together which are similar with reference to the
+mental activity needed, while they may be dissimilar from the
+standpoint of industrial technique.</p>
+
+<p>This analysis of the special processes can be furthered best by the
+co&ouml;peration of the experienced men of industry. Many of the replies
+which I received contained quite elaborated contributions to such a
+study of various industrial processes from a psychological point of
+view. They sometimes covered the ground from the simplest activity to
+the subtlest and most difficult economic tasks, and this, not only
+with reference to the functions of the laborer, but also even with
+<a name="Page_124" id="Page_124" />reference to the function of the industrial manager. The outsider can
+see these psychological requirements of the particular occupation only
+in crude outlines. The subtler nuances of differences between tasks
+can be gained only by an intimate knowledge of the industry. Again I
+may give an illustration. In the case of a well-known typesetting
+machine, thousand of which are in daily use, I had the impression that
+the rapidity of the performance was dependent upon the quickness of
+the finger reaction. The managers, on the other hand, have found that
+the most essential condition for speed in the whole work is the
+ability to retain a large number of words in memory before they are
+set. The man who presses the keys rather slowly advances more rapidly
+than another who moves his fingers quickly, but must make many pauses
+in order to find his place in the manuscript and to provide himself
+with new words.</p>
+
+<p>The factors which are to be brought into correlation are, accordingly,
+first, the actual experiences of the managers, secondly, the
+observations of skilled psychologists in the industrial concerns,
+thirdly, psychological and experimental investigations with successful
+and unsuccessful laborers, and, fourthly, experimental studies of the
+normal variability. If such a programme is to be realized <a name="Page_125" id="Page_125" />in detail,
+it will be necessary to discriminate carefully, between those mental
+traits of the personality which must be accredited to a lasting
+inherited disposition and such as have been developed under the
+influences of the surroundings, by education and training, by bad or
+good stimuli from the community. While those acquired traits may have
+become relatively lasting dispositions, their transformation is, after
+all, possible, and the limits in which changes may be expected will
+have to be found out by exact studies. Individual psychological
+rhythm, attention and emotion, memory and will energy, disposition to
+fatigue and to restoration, imagination, suggestibility and
+initiative, and many other features will have to be examined in their
+relation to the special economic aims.</p>
+
+<p>Too much emphasis cannot be laid on another function as well, the
+experimental testing of which has only recently been started. I refer
+to the difference in the individual ability of men to profit from
+training. If we test an individual at a certain point in his life with
+regard to a variable ability, our result must be dependent upon three
+factors, the original disposition for the performance, the original
+disposition for the advance by training, and the training itself
+actually passed through up to that moment. A small amount of
+antecedent training for the particular task together with a <a name="Page_126" id="Page_126" />high
+ability to profit from repetition may be a better reason for the
+appointment of a man than a long training with small ability to profit
+from schooling, in spite of the fact that his actual achievement at
+this time may be in the first case smaller than in the second. He will
+do less at first, but he promises to outrank the other man after a
+period of further training. Special experiments must be carried on and
+have been actually started to determine this plasticity of the
+psychophysical apparatus as an independent inborn trait of the
+individual.<a name="FNanchor_16_16" id="FNanchor_16_16" /><a href="#Footnote_16_16" class="fnanchor">[16]</a></p>
+
+<p>This invasion of psychology into the field of economic activities is
+still so little advanced that the thought of a real distribution of
+the wage-earners among the various commercial and industrial positions
+on the basis of psychological tests would lead far beyond the present
+possibilities. Moreover, many factors would interfere with its being
+carried out consistently, even if a much higher stage of experimental
+research were reached. The thousands of social and local reasons which
+influence the choice of a vocation to-day would to a certain degree
+remain in force also in a period of better psychological analysis.
+Moreover, the personal inclinations and interests naturally would and
+ought to remain the mainspring of economic action. This inclination,
+which gives <a name="Page_127" id="Page_127" />so much of the joy in labor, is by no means necessarily
+coincident with those psychophysical dispositions which insure the
+most successful work. Political economists have found this out
+repeatedly from their statistical inquiries. Very careful studies of
+the textile industry in Germany carried out in recent years<a name="FNanchor_17_17" id="FNanchor_17_17" /><a href="#Footnote_17_17" class="fnanchor">[17]</a>
+yielded the result that the intelligent, highly trained textile
+laborer often dislikes his work the more, the more he shows ability
+for it, this ability being measured by the wages the individuals earn
+at piecework. The wage and the emotional attitude were not seldom
+inversely related. Those who were able to produce by far more than
+others and accordingly earned the most were sometimes the very ones
+who hated the work, while the less skillful workers earned less but
+enjoyed the work more. The consulting economic psychologist will,
+therefore at first reasonably confine himself to warning the misfits
+at an early time. Even within these limits his service can be useful
+to both parties, the employers and the employees. He will only slowly
+reach the stage at which this negative warning may be supplemented by
+positive suggestions, as to the commercial industrial activities for
+which the psychophysical dispositions promise particular success.</p>
+
+<p>A real assumption of responsibility for success <a name="Page_128" id="Page_128" />of course cannot be
+risked by the psychologist, inasmuch as the man who may be fitted for
+a task by his mental working dispositions may nevertheless destroy his
+chances for success by secondary personal traits. He may be dishonest,
+or dissipated, or a drinker, or a fighter, or physically ill. Finally,
+we ought not to forget that all such efforts to adjust to one another
+the psychological traits and the requirements of the work can never
+have reference to the extreme variations of human traits. The
+exceptionally talented man knows anyhow where he belongs, and the
+exceptionally untalented one will be excluded anyhow. The
+psychological aid in the selection of the fit refers only to the
+remaining four fifths of mankind for whom the chances of success can
+indeed be increased as soon as the psychological personal equation is
+systematically and with scientific exactitude brought into the
+calculation of the life development. How far a part of this effort
+will have to be undertaken by the school is a social problem which
+must be considered from various points of view. Its discussion would
+lead us beyond the limits of our present inquiry, but it seems
+probable that the real psychological laboratory experiment in the
+service of vocational guidance does not belong in the schoolroom
+itself, but ought to be left to special municipal institutions.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XII" id="XII" /><a name="Page_129" id="Page_129" />XII</h2>
+
+<h3>INDIVIDUALS AND GROUPS</h3>
+
+
+<p>One point here must not be overlooked. The effort to discover the
+personal structure of the individual in the interest of his vocational
+chance does not always necessarily involve a direct analysis of his
+individuality, as material of some value can be gained indirectly.
+Such indirect knowledge of a man's mental traits may be secured first
+of all through referring the man to the groups to which he belongs and
+inquiring into the characteristic traits of those groups. The
+psychology of human variations gives not only an account of the
+differences from person to person, but studies no less the psychical
+inequalities of the races, of the nations, of the ages, of the
+professions, and so on. If an economic activity demands a combination
+of mental traits, we may take it for granted that an individual will
+be fit for the work as soon as we find out that he belongs to a group
+in which these required mental traits habitually occur. Such a
+judgment based on group psychology can of course be no more than a
+mere approach to a solution of the problem, as the psychical qualities
+may vary strongly in the midst of the group. The special individual
+may happen to <a name="Page_130" id="Page_130" />stand at the extreme limit of the group, and the traits
+which are usually characteristic of it may be very little developed or
+entirely lacking in his special case. We may know that the inhabitants
+of a special country are rather alert, and yet the particular
+individual with whom we have to deal may be clumsy and phlegmatic. The
+interests of economy will, therefore, be served by such considerations
+of group psychology only if the employment, not of a single person,
+but of a large number, is in question, as it is most probable that the
+average character will show itself in a sufficient degree as soon as
+many members of the group are involved.</p>
+
+<p>Even in this case the presupposition ought to be that the average
+characteristics found out with scientific exactitude by statistical
+and experimental methods, and not that they are simply deduced from
+superficial impressions. I have found that just this race
+psychological diagnosis is frequently made in factories with great
+superficiality. Some of the American industrial centres offer
+extremely favorable conditions for the comparative study of
+nationality. I have visited many manufacturing establishments in which
+almost all workers are immigrants from foreign countries and in which
+up to twenty different nationalities are represented. The employment
+officers there easily develop some psychological <a name="Page_131" id="Page_131" />theories on the
+basis of which they are convinced that they are selecting the men with
+especial skill, knowing for each in which department he will be most
+successful. They consider it settled that for a particular kind of
+activity the Italians are the best, and for another, the Irish, and
+for a third, the Hungarians, and for a fourth, the Russian Jews. But
+as soon as these factory secrets have been revealed, you may be
+surprised to find that in the next factory a decidedly different
+classification of the wage-earners is in force. In a gigantic
+manufacturing concern, I received the definite information that the
+Swedish laborers are preferable wherever a steady eye is needed, and
+in another large factory on the same street I was assured that just
+the Swedes are unfit for such work. Sometimes this diversity of
+opinion is the result of different points of view. In one factory in
+which a certain industrial operation is rather dangerous, they told me
+that they took no southern Europeans, especially no Italians and
+Greeks, because they are too hasty and careless in their movements,
+while they gladly filled the places with Irishmen. In a quite similar
+factory, on the other hand, they had a prejudice against the Irishmen
+alone for this work, because the Irish laborers are too willing to run
+a risk and to expose themselves to danger. Probably both
+psychological<a name="Page_132" id="Page_132" /> observations are on the whole correct, but in the first
+factory only the one and in the second factory only the other was
+recognized. Much more thorough statistical inquiries than those which
+as yet exist, especially as to the actual differences of wages and
+piecework for wage-earners of various nationalities, would have to
+furnish a basis for such race psychological statements, until the time
+arrives when the psychological experiment comes to its own.</p>
+
+<p>In a similar way so far we have to rely on general theories of group
+psychology when the psychological differences of the sexes are to be
+reckoned with in economic interests. So long as laboratory methods for
+individual tests are not usual, the mental analysis of the general
+groups of men and women must form the background for industrial
+decisions. To be sure, it is not difficult to emphasize certain mental
+traits as characteristic of women in general in contrast to men in
+general, and to relate them to certain fundamental tendencies of their
+psychophysical organism. As soon as this is done, it is easy
+theoretically to deduce that certain industrial functions are
+excellently adapted to the minds of women and that certain others
+stand in striking antagonism to them. If the employment of large
+numbers is in question, and average values alone are involved, such a
+<a name="Page_133" id="Page_133" />decision on the basis of group psychology may be adequate. In most
+factories this vague sex psychology, to be sure, usually with a strong
+admixture of wage questions, suggests for which machines men and for
+which women ought to be employed. But here again it is not at all
+improbable that in the case of a particular woman the traditional
+group value may be entirely misleading and the personality accordingly
+unfit for the place. Only the subtle psychological individual analysis
+can overcome the superficial prejudices of group psychology. The
+situation lies differently when problems of economic policy are before
+us. Such general policies as, for instance, colonial politics, or
+immigration politics, or politics concerned with city and rural
+communities, or with coast and mountain population, will always have
+to be based on group psychology as far as the economic problems are
+involved, inasmuch as they refer to the average and not to the
+individual, differences.</p>
+
+<p>Finally, another indirect scheme to determine the personal qualities
+needed for economic efficiency may be suggested by the psychology of
+the typical correlations of human traits. We have seen that group
+psychology proclaims that a certain individual probably has certain
+traits because he belongs to this or that nation or to this <a name="Page_134" id="Page_134" />or that
+otherwise well-known group. Correlation psychology proclaims that a
+particular individual possesses or does not possess certain traits
+because he shows or does not show some other definite qualities. A
+correlation, for instance, which the commercial world often
+presupposes, may exist between individual traits and the handwriting.
+Graphologists are convinced that a certain loop or flourish, or the
+steepness or the length of the letters, or the position of the <i>i</i>
+dot, is a definite indication that the writer possesses certain
+qualities of personality; and if just these qualities are essential
+requirements for the position, the impression of the handwriting in a
+letter may be taken as a sufficient basis for appointment. The
+scientist has reason to look upon this particular case of
+graphological correlation with distrust. Yet even he may acknowledge
+that certain correlations exist between the neatness, carefulness,
+uniformity energy, and similar features of the letter, and the general
+carefulness, steadiness, neatness, and energy of the personality.</p>
+
+<p>However, the laboratory psychologists nowadays have gone far beyond
+such superficial claims for correlations of symptoms. With
+experimental and statistical methods they have gathered ample material
+which demonstrates the exact degree of probability with which we have
+a right to expect <a name="Page_135" id="Page_135" />that certain qualities will occur together.
+Theoretically we may take it for granted that those traits which are
+always present together or absent together ultimately have a common
+mental root. Yet practically they appear as two independent traits,
+and therefore it remains important to know that, if we can find one of
+them, we may be sure that the other will exist there too. Inasmuch as
+the one of the two traits may be easily detected, while the other may
+be hidden and can be found out only by long careful tests, it would be
+valuable, indeed, for the employment manager to become acquainted with
+such correlations as the psychologist may discover: as soon as he
+becomes aware of the superficially noticeable symptom, he can foresee
+that the other disposition is most probably present. To give an
+illustration: in the interest of such measurements of correlations we
+have studied in the Harvard laboratory the various characteristics of
+attention and their mutual dependence.<a name="FNanchor_18_18" id="FNanchor_18_18" /><a href="#Footnote_18_18" class="fnanchor">[18]</a> We found that typical
+connections exist between apparently independent features of
+attention. Persons who have a rather expansive span of attention for
+acoustical impressions have also a wide span for the visual objects.
+Persons whose attention is vivid and quick have on the whole the
+expansive type of attention, while those who attend slowly have a
+<a name="Page_136" id="Page_136" />narrow field of attention, and so on. Hence the manifestation of one
+feature of attention allows us to presuppose without further tests
+that certain other features may be expected in the particular
+individual.</p>
+
+<p>The problem of attention, indeed, seems to stand quite in the centre
+of the field of industrial efficiency. This conviction has grown upon
+me in my observation of industrial life. The peculiar kind of
+attention decides more than any mental trait for which economic
+activity the individual is adapted. The essential point is that such
+differences of attention cannot be characterized as good or bad; it is
+not a question of the attentive and of the inattentive mind. One type
+is not better than another, but is simply different. Two workingmen,
+not only equally industrious and capable, but also equally attentive,
+may yet occupy two positions in which they are both complete failures
+because their attention does not fit the places, and both may become
+highly efficient as soon as they exchange positions. Their particular
+types of attention have now found the right places. The one may be
+disposed to a strong concentration by which everything is inhibited
+which lies on the mental periphery, the other may have the talent for
+distributing his attention over a large field, while he is unable to
+hold it for a long <a name="Page_137" id="Page_137" />while at one point. If the one industrial activity
+demands the attentive observation of one little lever or one wheel at
+one point, while the other demands that half a dozen large machines be
+simultaneously supervised, all that is necessary is to find the man
+with the right type of attention for each place. It would be utterly
+arbitrary to claim that the expansive type of attention is
+economically more or less valuable than the concentrated type. Both in
+English and in German we have a long popular series of pamphlets with
+descriptions of the requirements and conditions for the various
+occupations to which a boy or a girl may turn, but I have nowhere
+found any reference to the most essential mental functions such as the
+particular kind of attention or memory or will. These pamphlets are
+always cut after the same pattern. Where the detail refers at all to
+the mental side, it points only to particular knowledge which may be
+learned in school or trade or work, or to abilities which may be
+developed by training. But the individual differences which are set by
+the particular conditions and dispositions of the mind are neglected
+with surprising uniformity in the vocational literature of all
+countries. The time seems ripe for at last filling this blank in the
+consciousness of the nation and in the institutions of the land.<a name="Page_138" id="Page_138" /><a name="Page_139" id="Page_139" /><a name="Page_140" id="Page_140" /></p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="PART_II" id="PART_II" /><a name="Page_141" id="Page_141" />PART II</h2>
+
+<h3>THE BEST POSSIBLE WORK</h3>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XIII" id="XIII" />XIII</h2>
+
+<h3>LEARNING AND TRAINING</h3>
+
+
+<p>We have placed our psychotechnical interest at the service of economic
+tasks. We therefore had to start from the various economic purposes
+and had to look backward, asking what ways might lead to these goals.
+All our studies so far were in this sense subordinated to the one task
+which ought to be the primary one in the economic world, and yet which
+has been most ignored. The purpose before us was to find for every
+economic occupation the best-fitted personality, both in the interest
+of economic success and in the interest of personal development.
+Individual traits under this point of view become for us the decisive
+psychological factors, and experimental psychology had to show us a
+method to determine those personal differences and their relation to
+the demands for industrial efficiency. This first goal may be reached
+with all the means of science, as we hope it will be in the future, or
+<a name="Page_142" id="Page_142" />everything may be left to unscientific, haphazard methods as in the
+past: in any case a second task stands before the community, namely,
+the securing of the best possible work from every man in his place.
+Indeed, the nation cannot delay the solution of this second problem
+until the first has been solved in a satisfactory way. We might even
+say that the answer to the second question is the more important, the
+less satisfactory the answer to the first is. If every place in the
+economic world were filled only by those who are perfectly adapted by
+their mental traits, it would be much less difficult to get efficient
+work from everyone. The fact that so many misfits are at work makes it
+such an urgent necessity to find ways and means by which the
+efficiency can be heightened.</p>
+
+<p>It must be acknowledged, however, that the problem of the best work is
+not quite such a clear one as that of the best man. From various
+standpoints a different answer may be given to the question which kind
+of work is the best. A capitalistic, profit-seeking egotism may
+consider the quickest performance, or, if differences of quality are
+involved, the most skillful performance, the only desirable end. The
+social reformers, on the other hand, may consider the best work that
+which combines the greatest and best possible output with the highest
+possible saving of the organism <a name="Page_143" id="Page_143" />and the fullest development of the
+personality. We have emphasized from the start that the practical
+psychologist as such has not the right to give a decision upon
+problems of social civilization. He has to accept the economic tasks
+from the community for which he is working and his impartial service
+commences only when the goals have been determined. It is not his
+share to select the ends, but simply to determine the means after the
+valuable ends have been chosen. As a psychological scientist he has
+not the right to enter into the arena of different social party
+fights. Yet we find after all a broad region which seems rather
+untouched by any conflict of reasonable opinions. A reckless
+capitalism on the one side and a feeble sentimentality on the other
+side may try to widen or to narrow the boundaries of this region, but
+taken all together, a vigorous healthy nation which is eagerly devoted
+to its work is on the whole in agreement as to the essential economic
+demands for efficient labor.</p>
+
+<p>Experience, to be sure, shows that great changes in the conditions of
+work can never enter into the history of civilization without certain
+disturbances, and that opposition must therefore necessarily arise in
+certain groups even against such changes as are undoubtedly
+improvements and advances from the point of view of the whole <a name="Page_144" id="Page_144" />nation.
+Such dissatisfaction arose when the factory system was introduced, and
+it is only natural that some irritation should accompany the
+introduction of psychological improvements in the methods of work,
+inasmuch as not a few wage-earners may at first have to lose their
+places because a small number of men will under the improved
+conditions be sufficient for the performance of tasks which needed
+many before. But the history of economics has clearly shown that from
+the point of view of the whole community such an apparent disturbance
+has always been only temporary. If the psychologists succeed in
+fundamentally improving the conditions of labor, the increased
+efficiency of the individual will promote such an enriched and
+vivified economic life that ultimately an increase in the number of
+laborers needed will result. The inquiry into the possible
+psychological contributions to the question of reinforced achievement
+must not be deterred by the superficial objection that in one or
+another industrial concern a dismissal of wage-earners might at first
+result. Psychotechnics does not stand in the service of a party, but
+exclusively in the service of civilization.</p>
+
+<p>To begin at the beginning, we may start from the commonplace that
+every form of economic labor in the workshop and in the factory, in
+the field and in the mine, in the store and in the office, <a name="Page_145" id="Page_145" />must first
+be learned. How far do the experiments of the psychologist offer
+suggestions for securing the most economic method of learning
+practical activities? Bodily actions in the service of economic work
+are taught and learned in hundreds of thousands of places. It is
+evident that one method of teaching must reach the goal more quickly
+and more reliably than another. Some methods of teaching must
+therefore be economically more advantageous, and yet on the whole the
+methods of teaching muscular work are essentially left to chance. It
+is indeed not difficult to observe how factory workers or artisans
+have learned the same complex motion according to entirely different
+methods. The result is that they carry out the various partial
+movements in a different order, or with different auxiliary motions,
+or in different positions, or in a different rhythm, or with different
+emphasis, simply because they imitate different teachers, and because
+no norm, no certainty as to the best methods for the teaching, has
+been determined. But the process of learning is still more fluctuating
+and still more dependent upon chance than the process of teaching. The
+apprentice approaches the instruction, in any chance way, and the
+beginner usually learns even the first steps with a psychophysical
+attitude which is left to accident. An immense waste of <a name="Page_146" id="Page_146" />energy and a
+quite anti-economic training in unfit movements is the necessary
+result.</p>
+
+<p>The learning of the elements of school knowledge in the classroom in
+earlier times proceeded after exactly such chance methods. Any one who
+knew how to read, write, and calculate felt himself prepared to pour
+reading, writing, and arithmetic into the unprotected children.
+Methods which are based on scientific examination of the
+psychophysical process of reading and writing were not at the disposal
+of the schools, and exact results from comparative studies of
+pedagogical methods had not been secured. The last few decades have
+created an entirely new foundation for enlightened school work. The
+experimental investigations of pedagogical psychology have determined
+exactly how the consciousness of the child reacts on the various
+methods of teaching and have built up a real systematic economic
+learning. All which was left to dilettantic caprice has been
+transformed into more or less definite standard forms. For instance,
+the old scheme of teaching reading by the alphabet method is
+practically eliminated from our modern schools. It is clear that this
+learning of the names of the single letters as a starting-point for
+the reading of words was not only a wasting of time and energy, but an
+actual disturbance in the <a name="Page_147" id="Page_147" />development of the reading process in the
+older generation. As those names of the letters do not occur at all in
+the words to be read, but only their sounds, what had been learned in
+seeing the single letters had to be inhibited in pronouncing the whole
+word. It seems not too much to say that the learning of industrial
+activities on the whole still stands on the level of such alphabet
+methods, and this cannot be otherwise, as the real problem, namely,
+the systematic investigation of the psychophysical activities
+involved, has never been brought into the psychological laboratory.</p>
+
+<p>The pedagogical experiment has shown clearly enough that the
+subjective feeling of easier or quicker learning may be entirely
+unreliable and misleading. If the task is to learn a page by heart, we
+may proceed after many different methods. We may learn very small
+fractions of the text, repeating only a few words, or we may read
+whole paragraphs every time; we may repeat the whole material again
+and again, or we may put in long periods of rest after a few
+repetitions; we may frequently recite it from memory and have some one
+to prompt us; we may give our attention especially to the meaning of
+the words, or merely to the sounds, or we may introduce any number of
+similar variations. Now the careful experiment shows that of two such
+methods one which <a name="Page_148" id="Page_148" />appears to us the better and more appropriate in
+learning, perhaps even as the easier and more comfortable, may prove
+itself the less efficient one in the practical result. The psychology
+of learning, which won its success by introducing meaningless
+syllables as experimental material, has slowly determined the most
+reliable methods for impressing knowledge on memory. Where such
+results have once been secured, it would surely be a grave mistake
+simply to stick to the methods of so-called common sense and to leave
+it to the caprice of the individual teacher to decide what method of
+learning he will suggest to his pupils. The best method is always the
+only one which should be considered. The psychology of economic work
+must aim toward similar goals. We must secure a definite knowledge as
+to the methods by which a group of movements can best be learned. We
+must understand what value is to be attached to the repetitions and to
+the pauses, to the imitations and to the special combinations of
+movements, to the exercise in parts of the movements, to the rhythm of
+the work, and to many similar influences which may shape the learning
+process.</p>
+
+<p>The simplest aspect, that of the mere repetition of the movement, has
+frequently been examined by psychophysicists. The real founder of
+experimental psychology, Fechner, showed the <a name="Page_149" id="Page_149" />way; he performed
+fatiguing experiments with lifted dumb-bells. Then came the time in
+which the laboratories began to make a record of the muscular
+activities with the help of the ergograph, an instrument with which
+the movements of the arm and the fingers can easily be registered on
+the smoked surface of a revolving drum. The subtlest variations of the
+activity, the increase and decrease of the psychomotor impulse, the
+mental fatigue, can be traced exactly in such graphic records. This
+psychomotor side of the process, and not the mere muscle activity as
+such, is indeed the essential factor which should interest us. The
+results of exercise are a training of the central apparatus of the
+brain and not of the muscular periphery. The further development of
+those experiments soon led to complex questions, which referred not
+only to the mere change in the motor efficiency, but to the learning
+of particular groups of movements and to the influences on the
+exactitude and reliability of the movements. The purely mental factors
+of the will-impulse, especially the consciousness of the task, came
+into the foreground. These experiences of the scientists concerning
+the influences of training, the mechanization of repetition, and the
+automatization of movements have been thoroughly discussed by a
+brilliant political economist<a name="FNanchor_19_19" id="FNanchor_19_19" /><a href="#Footnote_19_19" class="fnanchor">[19]</a> as an explana<a name="Page_150" id="Page_150" />tion of certain
+industrial facts, but they have not yet practically influenced life in
+the factory.</p>
+
+<p>The nearest approach from the experimental side to the study of the
+effect of training in actual industrial tasks may be found in certain
+laboratory investigations which refer to the learning of telegraphing,
+typewriting, and so on. For instance, we have a careful study<a name="FNanchor_20_20" id="FNanchor_20_20" /><a href="#Footnote_20_20" class="fnanchor">[20]</a> of
+the progress made in learning telegraphy, both as to the transmitting
+of the telegrams by the key movement and the receiving of the
+telegrams by the ear. It was found that the rapidity of transmitting
+increases more rapidly and more uniformly than the rapidity of
+receiving. But while the curve of the latter rises more slowly and
+more irregularly, it finally reaches the greater height. The ability
+in transmitting, represented by a graphic record, shows an ascent
+which corresponds to the typical, steady curve of training. In the
+receiving curve, on the other hand, we find not far from the beginning
+a characteristic period during which no progress whatever can be
+noticed, and this is also repeated at a later stage. The psychological
+analysis shows that the increase of ability in the receiving of
+telegrams depends upon the development of a complex system of
+psychophysical habits. The periods in which the curve does not ascend
+represent stages of <a name="Page_151" id="Page_151" />training in which the elementary habits are
+almost completely formed, but have not become sufficiently automatic.
+The attention is therefore not yet ready to start habits of a higher
+order. The lowest correlation refers to the single letters, after that
+to the syllables and words. As soon as the apprentice has reached this
+point, he stops, because he must learn to master more and more new
+words until his telegraphic vocabulary is large enough to make it
+possible for him to turn his consciousness to whole groups of words at
+once. Only when this new habit has been made automatic by a training
+of several months can he advance to a level at which whole groups of
+words are perceived as telegraphic units. A time follows in which this
+mastery of whole phrases advances rapidly, until a new period of rest
+comes, from which, only after years and often quite suddenly, a last
+new ascent can be noticed. Instead of concentrating the attention with
+conscious strain on single phrases, the operator progresses to a
+perfect liberty in which whole sentences are understood automatically.</p>
+
+<p>We also have a model experimental research into the psychological
+conditions of learning in the case of writing on a typewriter.<a name="FNanchor_21_21" id="FNanchor_21_21" /><a href="#Footnote_21_21" class="fnanchor">[21]</a> By
+electrical connections between the typewriting machine and a system of
+levers which registered their <a name="Page_152" id="Page_152" />movements on the rotating drum of a
+kymograph, graph, each striking of a key, each completion of a word,
+or of a line, could be recorded in exact time-relations. Each glance
+at the copy was also registered. It was found that the process of
+learning consisted first of a continuous simplification of the
+cumbersome methods with which the beginner commences. A steady
+elimination of unfit movements, a selection, a reorganization, and
+finally, a combination of psychophysical acts to impulses of higher
+order, could be traced exactly. Here, too, the curve of learning at
+first rises quickly and then more and more slowly. Of course the usual
+fluctuations in the growth of the ability can also be found, and above
+all the irregular periods of rest in which the learning itself does
+not progress, for some of these so-called plateaus which lie between
+the end of one ascent and the beginning of the next may cover a month
+and more. At the beginning we have the elementary association between
+the single letter and the position of the corresponding key, but soon
+an immediate connection between the visual impression of the whole
+syllable or the whole word and the total group of movements necessary
+to strike the keys for it is developed. The more the ability grows,
+the more these psychical impulses of higher order become organized
+without conscious intention. <a name="Page_153" id="Page_153" />The study shows that this development of
+higher habits has already begun before the lower habits are fully
+settled.</p>
+
+<p>How far the special training involves at the same time a general
+training which could be of advantage for other kinds of labor has not
+yet been studied at all with reference to industrial technique. There
+we are still completely dependent upon certain experiences in the
+field of experimental pedagogy, and upon certain statistics, for
+instance, in the textile industry. Many patient investigations, with
+every independent group of apparatus and machines, may be necessary
+before psychotechnics will be able to supply industry with reliable
+advice for teaching and learning. Nor have we the least right hastily
+to carry over the results from one group of movements to another. Even
+where superficially a certain similarity between the technical factors
+exists, the psychophysical conditions may be essentially different. In
+the two cases mentioned, for instance, telegraphing and typewriting,
+the chief factor seems the same, as in both cases the aim is to make
+the quickest possible finger movements for purposes of signals; and
+yet it is not surprising that the development of the ability from the
+beginnings to the highest mastery is rather unlike, as all the
+movements in telegraphing are <a name="Page_154" id="Page_154" />performed with the same finger, while
+in typewriting the chief trait is the organization of groups from the
+impulses to all ten fingers. At least it is certain that learning
+always means far more than a mere facilitation of the movement by
+mechanical repetition, and this is true of the simplest handling of
+the tools in the workshop, of the movements at the machine in the
+factory, and of the most complex performances at the subtlest
+instruments. The chief factor in the development is always the
+organization of the impulses by which the reactions which are at first
+complicated become simplified, later mechanized, and finally
+synthesized into a higher group which becomes subordinated to one
+simple psychical impulse. The most reliable and psychophysically most
+economic means for this organization will have to be studied in the
+economic psychological laboratories of the future for every particular
+technique. Then only can the enormous waste of psychical energy
+resulting from haphazard methods be brought to an end.</p>
+
+<p>A problem which is still too little considered in industrial life is
+the mutual interference of acquired technical activities. If one
+connected series of movements is well trained by practice, does it
+become less firmly fixed, if another series is studied in which the
+same beginning is connected with <a name="Page_155" id="Page_155" />another path of discharge? I
+approached this psychophysical question of learning by experiments
+which I carried on for a long while with variations of ordinary habits
+of daily life, asking whether a habit associated with a certain
+sensory stimulus can function automatically while dispositions for a
+different habit, previously acquired, remain in the psychophysical
+system. For instance, I was accustomed to carry my watch in my
+left-hand vest pocket. For a week I carried it in the right-hand
+pocket of my trousers and recorded every case in which I first
+automatically made the movement to the vest. After some time the
+movement to the right-hand pocket became entirely automatic. When it
+was sufficiently fixed, I again put the watch in the left-hand vest
+pocket and recorded how often I unconsciously grasped at the right
+side when I wanted to see what time it was. As soon as the vest pocket
+movement had again become fixed, I went back to the right-hand
+trousers pocket. And so I alternated for a long while, always changing
+only after reaching complete automatism. But the results in this case
+and in other similar experiments which I carried on showed that the
+new automatic connection did not extinguish the after effects of the
+previous habit. With every new change the number of wrong movements
+became smaller and smaller, <a name="Page_156" id="Page_156" />and finally a point was reached at which
+the dispositions for both movements were equally developed so that no
+wrong movements occurred when the watch was put into the new
+position.<a name="FNanchor_22_22" id="FNanchor_22_22" /><a href="#Footnote_22_22" class="fnanchor">[22]</a></p>
+
+<p>This problem has been followed up very recently in a valuable
+investigation at Columbia University,<a name="FNanchor_23_23" id="FNanchor_23_23" /><a href="#Footnote_23_23" class="fnanchor">[23]</a> in which various habits of
+typewriting and of card-sorting were acquired and studied in their
+mutual interference. These very careful experiments also show that
+when two opposing associations are alternately practiced, they have an
+interference effect on each other, but that the interference grows
+less and less as the practice effect becomes greater. The interference
+effect is gradually overcome and both opposing associations become
+automatic, so that either of them can be called up independently
+without the appearance of the other. Many details of the research
+suggest that this whole group of interference problems deserves the
+most careful attention by those who would practically profit from
+increased industrial efficiency.</p>
+
+<p>Finally, in the experimental study of the problem of technical
+learning, we cannot ignore the many side influences which may hasten
+or delay, improve or disturb, the acquisition of industrial skill. In
+the Harvard laboratory, for instance, we <a name="Page_157" id="Page_157" />are at present engaged in an
+investigation which deals with the influence of feelings on the
+rapidity with which new movement co&ouml;rdinations are mastered.<a name="FNanchor_24_24" id="FNanchor_24_24" /><a href="#Footnote_24_24" class="fnanchor">[24]</a> In
+order to have unlimited comparable material a very simple technical
+performance is required, namely, the distribution of the 52
+playing-cards into 52 boxes. Labels on the boxes indicate changing
+combinations for the distribution to be learned. We examine, on the
+one side, the influence of feelings of comfort or of discomfort on the
+learning of the new habit, these feeling states being produced by
+external conditions, such as pleasant or unpleasant sounds, odors, and
+so on. On the other side we trace the effects of those feelings which
+arise during the learning process itself, such as feelings of
+satisfaction with progress, or disappointment, or discomfort, or
+disgust or joy in the activity.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XIV" id="XIV" /><a name="Page_158" id="Page_158" />XIV</h2>
+
+<h3>THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS</h3>
+
+
+<p>Teaching and learning represent only the preliminary problem. The
+fundamental question remains, after all, how the work is to be done by
+those who have learned it in accordance with the customs of the
+economic surroundings and who are accordingly already educated and
+trained for it. What can be done to eliminate everything which
+diminishes and decreases efficiency, and what remains to be done to
+reinforce it. Such influences are evidently exerted by the external
+technical conditions, by variations of the activity itself, and by the
+play of the psychical motives and counter-motives. It must seem as if
+only this last factor would belong in the realm of psychology, but the
+technical conditions, of which the machine itself is the most
+important part, and the bodily movements also have manifold relations
+to the psychical life. Only as far as these relations prevail has the
+psychologist any reason to study the problem. The purely physical and
+economic factors of technique do not interest him at all, but when a
+technical arrangement makes a psychophysical<a name="Page_159" id="Page_159" /> achievement more
+difficult or more easy, it belongs in the sphere of the psychologist,
+and just this aspect of the work may become of greatest importance for
+the total result. In all three of these directions, that is, with
+reference to the technical, to the physiological, and to the purely
+psychical, the scientific management movement has prepared the way.
+The engineers of scientific management recognized, at least, that no
+part of the industrial process is indifferent, even the apparently
+most trivial activity, the slightest movement of arm or hand or leg,
+became the object of their exact measurement. The stopwatch which
+measures every movement in fractions of a second has become the symbol
+of this new economic period. As long as special psychological
+experiments in the service of industrial psychology are still so
+exceptional, it may, indeed, be acknowledged that the practical
+experiments in the service of scientific management have come nearest
+to the solution of these special psychotechnical problems.</p>
+
+<p>To proceed from without toward the centre, we may begin our review
+with the physical technique of the working conditions and its
+relations to the mind. Tue history of technique shows on every page
+this practical adjustment of external labor conditions to the
+psychophysical necessities <a name="Page_160" id="Page_160" />and psychophysical demands. No machine
+with which a human being is to work can survive in the struggle for
+technical existence, unless it is to a certain degree adapted to the
+human nerve and muscle system and to man's possibilities of
+perception, of attention, of memory, of feeling, and of will.
+Industrial technique with its restless improvements has always been
+subordinated to this postulate. Every change which made it possible
+for the workingman to secure equal effects with smaller effort or to
+secure greater or better effects with equal effort counted as an
+economic gain, which was welcome to the market. For instance,
+throughout the history of industry we find the fundamental tendency to
+transpose all activities from the great muscles to the small muscles.
+Any activity which is performed with the robust muscles of the
+shoulder when it can be done with the lower arm, or labor which is
+demanded from the muscles of the lower arm when it can just as well be
+carried out by the fingers, certainly involves a waste of
+psychophysical energy. A stronger psychophysical excitement is
+necessary in order to secure the innervation of the big muscles in the
+central nervous system. This difference in the stimulation of the
+various muscle groups has been of significant consequence for the
+differentiation of work throughout the development of mankind.<a name="FNanchor_25_25" id="FNanchor_25_25" /><a href="#Footnote_25_25" class="fnanchor">[25]</a>
+<a name="Page_161" id="Page_161" />Labor with the large muscles has, for these psychophysical reasons,
+never been easily combined with the subtler training of the finer
+muscles. Hence a social organization which obliged the men to give
+their energy to war and the hunt, both, in primitive life, functions
+of the strongest muscles, made it necessary for the domestic
+activities, which are essentially functions of the small muscles, to
+be carried out by women. The whole history of the machine demonstrates
+this economic tendency to make activities dependent upon those muscles
+which presuppose the smallest psychophysical effort. It is not only
+the smaller effort which gives economic advantage to the stimulation
+of the smaller muscles, but the no less important circumstance that
+the psychophysical after-effect of their central excitement exerts
+less inhibition than the after-effect of the brain excitement for the
+big muscles.</p>
+
+<p>But we must not overlook another feature in the development of
+technique. The machines have been constantly transformed in the
+direction which made it possible to secure the greatest help from the
+natural co&ouml;rdination of bodily movements. The physiological
+organization and the psychophysical conditions of the nervous system
+make it necessary that the movement impulses flow over into motor side
+channels and thus <a name="Page_162" id="Page_162" />produce accessory effects without any special
+effort. If a machine is so constructed that these natural accessory
+movements must be artificially and intentionally suppressed, it means,
+on the one side, a waste of available psychophysical energy, and on
+the other side it demands a useless effort in order to secure this
+inhibition. The industrial development has moved toward both the
+fructification of those side impulses and the avoidance of these
+inhibitions. It has adjusted itself practically to the natural
+psychical conditions. Ultimately it is this tendency which shaped the
+technical apparatus for the economic work until the muscle movements
+could become rhythmical. The rhythmical activity necessarily involves
+a psychophysical saving and this saving has been instinctively secured
+throughout the history of civilization. All rhythm contains a
+repetition of movement without making a real repetition of the
+psychophysical impulse necessary. In the rhythmical activity a large
+part of the first excitement still serves for the second, and the
+second for the third. Inhibitions fall away and the mere after-effect
+of each stimulus secures a great saving for the new impulse. The
+history of the machine even indicates that the newer technical
+development not only found the far-reaching division of labor already
+in the workshops of <a name="Page_163" id="Page_163" />earlier centuries, but a no less far-reaching
+rhythmization of the labor in fine adaptation to the needs of the
+psychophysical organism, long before the appearance of the machines.
+The beginnings of the machine period frequently showed nothing but an
+imitation of the rhythmical movements of man.<a name="FNanchor_26_26" id="FNanchor_26_26" /><a href="#Footnote_26_26" class="fnanchor">[26]</a> To be sure, the
+later improvements of the machine have frequently destroyed that
+original rhythm of man's movement, as the movement itself, especially
+in the electric machines, has become so quick that the subjective
+rhythmical experience has been lost. Moreover, the rhythmical
+horizontal and vertical movements were for physical reasons usually
+replaced by uniform circular movements. But even the most highly
+developed machine demands human activity, for instance, for the
+supplying with material; and this again has opened new possibilities
+for the adjustment of technical mechanism to the economic demand for
+rhythmical muscle activity. The growth of technical devices has thus
+been constantly under the control of psychological demands, in spite
+of the absence of systematic psychological investigations. But the
+decisive factor was, indeed, that these psychological motives always
+remained in the subconsciousness of civilization. The improvements
+were consciously referred to the machine as such, however much the
+<a name="Page_164" id="Page_164" />practical success was really influenced by the degree of its
+adjustment to the mental conditions of the workingmen. The new
+movements of scientific management and of experimental psychology aim
+toward bringing this adaptation consciously into the foreground and
+toward testing and studying systematically what technical variations
+can best suit the psychophysical status of man.</p>
+
+<p>Those who are familiar with the achievements of scientific management
+remember that by no means only the complicated procedures on a high
+level are in question. The successes are often the most surprising
+where the technique is old, and where it might have been imagined that
+the experiences of many centuries would have secured through mere
+common sense the most effective performance. The best-known case is
+perhaps that of the masons, which one of the leaders of the scientific
+management movement has studied in all its details.<a name="FNanchor_27_27" id="FNanchor_27_27" /><a href="#Footnote_27_27" class="fnanchor">[27]</a> The movements
+of the builders and the tools which they use were examined with
+scientific exactitude and slowly reshaped under the point of view of
+psychology and physiology. The total result was that after the new
+method 30 masons completed without greater fatigue what after the old
+methods it would have taken 100 masons to do, and that the total
+<a name="Page_165" id="Page_165" />expense for the building was reduced to less than a half in spite of
+the steady increase of the wages of the laborers. For this purpose it
+was necessary that exact measurements be made of the height at which
+the bricks were lying and of the height of the wall on which they must
+be laid, and of the number of bricks which should be carried to the
+masons at once. He studied how the trowel should be shaped and how the
+mortar should be used and how the bricks should be carried to the
+bricklayers. In short, everything which usually is left to tradition,
+to caprice, and to an economy which looks out only for the most
+immediate saving, was on the basis of experiments of many years
+replaced by entirely new means and tools, where nothing was left to
+arbitrariness. Yet these changes did not demand any invention or
+physically or economically new ideas, but merely a more careful
+adaptation of the apparatus to the psychological energies of the
+masons. The new arrangement permitted a better organization of the
+necessary bodily movements, fatigue was diminished, the accessory
+movements were better fructified, fewer inhibitions were necessary, a
+better playing together of the psychical energies was secured.</p>
+
+<p>The students of scientific management stepped still lower in the scale
+of economic activity. There <a name="Page_166" id="Page_166" />is no more ordinary productive function
+than shoveling. Yet in great establishments the shoveling of coal or
+of dirt may represent an economically very important factor. It seems
+that up to the days of scientific management, no one really looked
+carefully into the technical conditions under which the greatest
+possible economic effect might be reached. Now the act of shoveling
+was approached with the carefulness with which a scholar turns to any
+subtle process in his laboratory. The brilliant originator of the
+scientific management movement, who carried out these investigations<a name="FNanchor_28_28" id="FNanchor_28_28" /><a href="#Footnote_28_28" class="fnanchor">[28]</a>
+in the great Bethlehem Steel Works, where hundreds of laborers had to
+shovel heavy iron ore or light ashes, found that the usual chance
+methods involve an absurd economic waste. The burden was sometimes so
+heavy that rapid fatigue developed and the movements became too slow,
+or the lifted mass was so light that the larger part of the laborer's
+energies remained unused. In either case the final result of the day's
+work must be anti-economic. He therefore tested with carefully graded
+experiments what weight ensured the most favorable achievement by a
+strong healthy workingman. The aim was to find the weight which would
+secure with well-arranged pauses the maximum product in one day
+without over-fatigue. As soon as this weight was determined,<a name="Page_167" id="Page_167" /> a
+special set of shovels had to be constructed for every particular kind
+of material. The laborers were now obliged to operate with 10
+different kinds of shovels, each of such a size that the burden always
+remained an average of 21 pounds for any kind of material. The
+following step was an exact determination of the most favorable
+rapidity and the most perfect movement of shoveling, the best
+distribution of pauses, and so on, and the final outcome was that only
+140 men were needed where on the basis of the old plan about 500
+laborers had been engaged. The average workingman who had previously
+shoveled 16 tons of material, now managed 59 tons without greater
+fatigue. The wages were raised by two thirds and the expenses for
+shoveling a ton of material were decreased one half This calculation
+of expenses included, of course, a consideration of the increased cost
+for tools and for the salaries of the scientific managers.</p>
+
+<p>Whoever visits factories in which the new system has been introduced
+by real specialists must be surprised, indeed, by the great effects
+which often result from the better psychophysical adaptation of the
+simplest and apparently most indifferent tools and means. As far as
+the complicated machines are concerned, we are accustomed to a steady
+improvement by the efforts of the <a name="Page_168" id="Page_168" />technicians and we notice it rather
+little if the changes in them are introduced for psychological instead
+of the usual physical reasons. But the fact that even the least
+complicated and most indifferent devices can undergo most influential
+improvements, as soon as they are seriously studied from a
+psychological point of view, remains really a source for surprise.
+Sometimes no more is needed than a change in the windows or in the
+electric lamps, by which the light can fall on the work in a
+psychologically satisfactory way; sometimes long series of experiments
+have to be made with a simple hammer or knife or table. Often
+everything must be arranged against the wishes of the workingmen, who
+feel any deviation from the accustomed conditions as a disturbance
+which is to be regarded with suspicion. In one concern I heard that
+the scientific manager became convinced that all the working-chairs
+for the women were too low and that the laborers therefore had to hold
+their arms in a psychophysically unfavorable position during the
+handling of the apparatus. All were strongly opposed to the
+introduction of higher chairs. The result was that the manager
+arranged for the chairs to be raised a few millimeters every evening,
+without the knowledge of the working-women, as soon as the factory was
+empty. After a few weeks the chairs had reached <a name="Page_169" id="Page_169" />the right height
+without those engaged in the work having noticed it at all. The
+outcome was a decided increase of efficiency.</p>
+
+<p>But the most rational scheme will after all be to prepare for such
+arrangements of tools and apparatus by systematic experiments in the
+psychological laboratory. The subtlety of such investigations will
+lead far beyond the point which is accessible to the attempts of
+scientific management. Exact experiments on attention, for instance,
+will have to determine how the various parts of the apparatus are to
+be distributed best in space if the laborer must keep watch for
+disturbances at various places. Only the laboratory experiment can
+find the most favorable speed of the machine or can select the muscles
+to which the mind can send the most effective impulses. The
+construction of the machine must then be adapted to such results. In
+the Harvard laboratory, for instance, a practical question led us to
+examine which fingers would allow the quickest alternation of key
+movements.<a name="FNanchor_29_29" id="FNanchor_29_29" /><a href="#Footnote_29_29" class="fnanchor">[29]</a> If any two of the ten fingers perform for ten seconds
+the quickest possible alternation of motion, as in a trill, the
+experiment can demonstrate exactly the differences between the various
+combinations of fingers and the individual fluctuations for these
+differences. With an electrical <a name="Page_170" id="Page_170" />registration of the movements of the
+alternating fingers we studied in hundredths of a second the time for
+the motions of two hands and of fingers of the same hand, in order to
+adjust the keys of a certain machine to the most favorable impulses.</p>
+
+<p>We approach this group of problems from another side when we test the
+relations of various kinds of machines to various mental types.
+Psychologists have studied, for example, the various styles of
+typewriting machines.<a name="FNanchor_30_30" id="FNanchor_30_30" /><a href="#Footnote_30_30" class="fnanchor">[30]</a> From a purely commercial point of view the
+merits of one or another machine are praised as if they were
+advantageous for every possible human being. The fact is that such
+advantages for one may be disadvantages for another on account of
+differences in the mental disposition. One man may write more quickly
+on one, another on another machine. As every one knows, the chief
+difference is that of the keyboard and that of the visible or
+invisible writing. Machines like the Remington machine work with a
+shift key; that is, a special key must be pressed when capital letters
+are to be written. Other machines like the Oliver even demand double
+shifting, one key for the capital letters, and one for the figures,
+and so on. On the other hand, machines like the Smith Premier have no
+shift key, but a double keyboard. <a name="Page_171" id="Page_171" />It is evident that both the
+shift-key arrangement and the double keyboard have their particular
+psychological advantages.</p>
+
+<p>The single alphabet demands much less from the optical memory, and the
+corresponding motor inner attitude of consciousness is adjusted to a
+smaller number of possibilities. But the pressure on the shift key,
+which goes with the single alphabet, is not only a time-wasting act;
+from the psychological point of view it is first of all a very strong
+interruption of the uniform chain of impulses. If the capital and
+small letters are written for a minute alternatingly with the greatest
+possible speed, the experiment shows that the number of letters for
+the machine with the double alphabet is about three times greater than
+for the machine with simple alphabet and shift key. Both systems
+accordingly have their psychological advantages and disadvantages.
+Human beings of distinct visual ideational type or of highly developed
+motor type will prefer the double alphabet, provided, of course, that
+the touch system of writing is learned, and this will be especially
+true if their inner attitude is easily disturbed by interruptions. But
+those who have a feebly developed optical mental centre and who have
+small ability for the development of complex motor habits will be more
+efficient on the <a name="Page_172" id="Page_172" />machines with the single alphabet, especially if
+their nervous system is little molested by interruptions and thus
+undisturbed by the intrusion of the shift key act.</p>
+
+<p>In a similar way the visibility of the writing will be for certain
+individuals the most valuable condition for quick writing, while for
+others, who depend less upon visual support, it may mean rather a
+distraction and an interference with the speediest work. The visible
+writing attracts the involuntary attention, and thus forces
+consciousness to stick to that which has been written instead of being
+concentrated on that which is to be produced by the next writing
+movements. The operator himself is not aware of this hindrance. On the
+contrary, the public will always be inclined to prefer the typewriters
+with visible writing, because by a natural confusion the feeling
+arises that the production of the letter is somewhat facilitated, when
+the eye is co&ouml;perating, just as in writing with a pen we follow the
+lines of the written letter. But the situation lies differently in the
+two cases. When we are writing with a pen, the letter grows under our
+eyes, while in the machine writing we do not see any part of the
+letter until the whole movement which produces the single letter is
+finished. By such a misleading analogy many a man is led to prefer the
+<a name="Page_173" id="Page_173" />typewriter with visible writing, while he would probably secure a
+greater speed with a machine which does not tempt him to attend the
+completed letters, while his entire attention ought to belong to the
+following letters.</p>
+
+<p>These last observations point to another psychological aspect of the
+machine and of the whole technical work, namely, their relations to
+the impressions of the senses. The so-called dynamogenic experiments
+of the psychological laboratory have demonstrated what a manifold
+influence flows from the sense-impressions to the will-impulses. If
+the muscle contraction of a man's fist is measured, the experiment
+shows that the strongest possible pressure may be very different when
+the visual field appears in different colors, or tones of different
+pitch or different noises are stimulating the ear, and so on. As yet
+no systematic experiments exist by which such results can be brought
+into relation to the sense-stimuli which reach the laborer during his
+technical work. The psychophysical effect of colors and noises has not
+been fructified at all for industrial purposes. The mere subjective
+judgment of the workingman himself cannot be acknowledged as reliable
+in such questions. The laborer, for instance, usually believes that a
+noise to which he has become accustomed does not disturb him in his
+work, <a name="Page_174" id="Page_174" />while experimental results point strongly to the contrary. In a
+similar way the effect of colored windows may appear indifferent to
+the workmen, and yet may have considerable influence on his
+efficiency. Numberless performances in the factory are reactions on
+certain optical or acoustical or tactual signals. Both the engineer
+and the workman are satisfied if such a signal is clearly perceivable.
+The psychological laboratory experiment, however, shows that the whole
+psychophysical effect depends upon the character of the signal; a more
+intense light, a quicker change, a higher tone, a larger field of
+light, a louder noise, or a harder touch may produce a very different
+kind of reaction.</p>
+
+<p>With a careful time-measurement of the motions, it can often be
+directly traced how purely technical processes in the machine itself
+influence and control the whole psychical system of impulses in the
+man. I observed, in a factory, for instance, the work at a machine
+which performed most of its functions automatically. It had to hammer
+fine grooves into small metal plates. A young laborer stood before
+every such machine, took from a pile, alternately from the right and
+from the left, the little plates to be serrated, placed them in the
+machine, turned a lever to bring the hammer into motion, and then
+removed <a name="Page_175" id="Page_175" />the serrated plates. The speed of the work was dependent upon
+the operative, as he determined by his lever movement the instant at
+which the automatic serrating hammer should be released. The man's
+activity demanded 9 independent movements. I found that those who
+worked the most quickly were able to carry out this labor for hours at
+a uniform rapidity of 4 to 4-1/2 second for those 9 movements. But the
+time-measurement showed that even these fastest workers were
+relatively slow in the first 5 movements which they made while the
+machine stood quiet, and that they reached an astonishing quickness of
+movement in the 4 last actions during which at the same time the
+serrating hammer in bewildering rapidity was beating on the plate with
+sharp loud cracks. The hammer reinforced the energy of the young
+laborers to an effectiveness which could never have been attained by
+mere voluntary effort.</p>
+
+<p>Often the simplicity or complication of the stimulus may be decisive
+in importance, and this also holds true where the most elementary
+reactions are involved, for instance, the mere act of counting which
+enters into many industrial functions. Experiments carried on in my
+laboratory<a name="FNanchor_31_31" id="FNanchor_31_31" /><a href="#Footnote_31_31" class="fnanchor">[31]</a> have shown that the time needed to count a certain
+number of units becomes longer <a name="Page_176" id="Page_176" />as soon as the units themselves become
+more complicated. Their inner manifoldness exerts a retarding
+influence on the eye as it moves from one figure to another. A certain
+psychical inhibition arises; the mind is held back by the complexity
+of the impression and cannot proceed quickly enough to the next.
+Psychologically no less important is the demand that the external
+technical conditions so far as they influence consciousness, should
+remain as far as possible the same, if the same psychical effect is
+desired, because then only can a perfectly firm connection between
+stimulus and movement be formed. In technical life this demand is much
+sinned against. A typical case is that of the signals for which the
+engineer on the locomotive has to watch. In the daytime the movable
+arms of the semaphore indicate by their horizontal, oblique, or
+vertical position whether the tracks are clear. At night-time, on the
+other hand, the same information reaches him by the different colors
+of the signal lanterns. From a psychical point of view it is probable
+that the safety of the service would be increased if an unchangeable
+connection between signal and movement were formed. It would be
+sufficient for that purpose if the color signals at night were given
+up and were replaced by horizontal, oblique, or vertical lines of
+white light or <a name="Page_177" id="Page_177" />rows of points. Successful experiments of this kind
+have been carried on by psychologists in the service of this railroad
+problem.<a name="FNanchor_32_32" id="FNanchor_32_32" /><a href="#Footnote_32_32" class="fnanchor">[32]</a></p>
+
+<p>The interest in all these problems of large concerns, in
+transportation and factory work and complex industries, ought not to
+make us overlook the fact that on principle the same problems can be
+found in the simplest industrial establishment. Even the housewife or
+the cook destroys economic values if daily she has to spend useless
+minutes or hours on account of arrangements in the household which are
+badly adjusted to the psychological conditions. She sacrifices her
+energy in vain and she wastes her means where she herself is under the
+illusion of especial economy. Scientific management would perhaps be
+nowhere so wholesome as in kitchen and pantry, in laundry and cellar,
+just because here the saving would be multiplied millionfold and the
+final sum of energy saved and of feeling values gained would be
+enormous, even if it could not be calculated with the exactitude with
+which the savings of a factory budget can be proven. The profusion of
+small attractive devices which automatically perform the economic
+household labor and disburden the human workers must not hide the fact
+that the chief activities are still little adjusted to the
+psychophysical conditions. The situation <a name="Page_178" id="Page_178" />is similar to that of the
+masons, whose function has also been performed for thousands of years,
+and yet which did not find a real adaptation to the psychical factors
+until a systematic time-measuring study was introduced. A manufacturer
+who sells an improved pan or mixing-spoon or broom expects success if
+he brings to the market something the merits of which are evident and
+make the housewife anticipate a decrease of work or a simplification
+of work, but the development of scientific management has shown
+clearly that the most important improvements are just those which are
+deduced from scientific researches, without at first giving
+satisfaction to the laborers themselves, until a new habit has been
+formed.</p>
+
+<p>Perhaps the most frequent technical activity of this simple kind is
+sewing by hand, which is still entirely left to the traditions of
+common sense, and yet which is evidently dependent upon the interplay
+of many psychical factors which demand a subtle adaptation to the
+psychical conditions. To approach, at least, this field of human labor
+a careful investigation of the psychophysics of sewing has been
+started in my laboratory.<a name="FNanchor_33_33" id="FNanchor_33_33" /><a href="#Footnote_33_33" class="fnanchor">[33]</a> The sewing work is done, with the left
+hand supported, and the right hand connected with a system of levers
+which make a graphic record of every movement on the smoked surface of
+a <a name="Page_179" id="Page_179" />revolving drum. For instance, we begin with simple over and over
+stitches, measuring the time and the character of the right hand
+movements for 50 stitches under a variety of technical conditions. The
+first variation refers to the length of the thread. The thread itself,
+fixed at the needle's eye, varied between 3 feet and 6 inches in
+length. Other changes refer to the voluntary speed, to the number of
+stitches, to fatigue, to external stimuli, to attention, to methods of
+training, and so on, but the chief interest remains centred on the
+psychical factors. We are still too much at the beginning already to
+foresee whether it will be possible to draw from these psychophysical
+experiments helpful conclusions. The four young women engaged in this
+laboratory research will later extend it to the psychological
+conditions of work with the various types of sewing-machines.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XV" id="XV" /><a name="Page_180" id="Page_180" />XV</h2>
+
+<h3>THE ECONOMY OF MOVEMENT</h3>
+
+
+<p>The study of the technical aspect of labor can nowhere be separated by
+a sharp demarcation line from the study of the labor itself as a
+function of the individual organism. Many problems, indeed, extend in
+both directions. The student of industrial efficiency is, for
+instance, constantly led to the question of fatigue. He may consider
+this fatigue as a function of brain and muscle activity and discuss it
+with reference to the psychophysical effort, but he is equally
+interested in the question of how far the apparatus or the machine or
+the accessory conditions of the work might be changed in order to
+avoid fatigue. The accidents of the electric street railways were
+regarded as partly related to fatigue. The problem was accordingly how
+to shorten the working time of the motormen in the interest of the
+public, but it was soon recognized that the difficulty might also be
+approached from the mere technical side. Some companies introduced
+seats which the motormen can use whenever they feel fatigue coming and
+excellent results have followed this innovation. In our last
+discussions the technical <a name="Page_181" id="Page_181" />apparatus stood in the foreground. We may
+now consider as our real topic the psychophysical activity.</p>
+
+<p>Here, too, the leaders of scientific management have secured some
+signal successes. Their chief effort in this field was directed toward
+the greatest possible achievement by eliminating all superfluous
+movements and by training in those movement combinations which were
+recognized as the most serviceable ones. We may return to the case of
+the masons in order to clear up the principle. When Gilbreth began to
+reform the labor of the mason after scientific principles, he gave his
+chief interest to the men's motions. Every muscle contraction which
+was needed to move the brick from the pile in the yard to the final
+position in the wall was measured with reference to space-and
+time-relations and the necessary effort. From here he turned to the
+application of well-known psychophysical principles. A movement is
+less fatiguing and therefore economically most profitable if it occurs
+in a direction in which the greatest possible use of gravitation can
+be made If both hands have to act at the same time, the labor can be
+carried out most quickly and with the smallest effort if corresponding
+muscle groups are at work and this means if symmetrical movements are
+performed. If unequal movements have to <a name="Page_182" id="Page_182" />be made simultaneously, the
+effort will become smaller if they are psychically bound together by a
+common unified impulse. The distance which has to be overcome by
+hands, arms, or feet must be brought to a minimum for each partial
+movement. Most important, however, is this rule. If a definite
+combination of movements has been determined as economically most
+suitable, this method must be applied without any exception from the
+beginning of the learning. The point is to train from the start those
+impulse combinations which can slowly lead to the quickest and best
+work. The usual method is the opposite. Generally the beginner learns
+to produce from the beginning work which is as good and correct as
+possible. In order to produce such qualitatively good results at an
+early stage, it is left to him to choose any groups of movements which
+happen to be convenient to him. Then these become habitual, and as
+soon as he tries to go on to quicker work, these chance habits hinder
+him in his progress. The movements which may be best suited for fair
+production by a beginner may be entirely unsuited for really quick
+work, such as would be expected from an experienced man. The laborer
+must replace the first habits which he has learned by a new set,
+instead of starting in the first place with motions which can be
+continued <a name="Page_183" id="Page_183" />until the highest point of efficiency has been reached,
+even if this involves rather a poor showing at the beginning. A final
+maximum rapidity must be secured from the start by the choice of those
+motions which have been standardized by careful experiments.</p>
+
+<p>It is also psychophysically important to demand that the movements
+shall not be suddenly stopped, if that can be avoided. Any
+interruption of a movement presupposes a special effort of the will
+which absorbs energy, and after the interruption a new start must be
+made of which the same is true. On the other hand, if chains of
+movements become habitual, the psychophysical effort will be reduced
+to the minimum, inasmuch as each movement finds its natural end and is
+not artificially interrupted by will, and at the same time each
+movement itself becomes a stimulus for the next movement by its
+accompanying sensations. The traditional method, for instance, demands
+that a brick be lifted with one hand and a trowel with mortar by the
+other hand. After that the lifting movement is interrupted, the brick
+comes to rest in the hand of the mason until the mortar has been
+spread on and the place prepared for the new brick. Then only begins a
+new action with the brick. This method was fundamentally changed. The
+laborers learned to swing the brick <a name="Page_184" id="Page_184" />with one hand from the pack to
+the wall and at the same time to distribute the mortar over the next
+brick with the other hand. This whole complex movement is of course
+more difficult and demands a somewhat longer period of learning, but
+as soon as it is learned an extreme saving of psychophysical energy
+and a correspondingly great economic gain is secured. The newly
+trained masons are not even allowed to gather up with the trowel any
+mortar which falls to the floor, because it was found that the loss of
+mortar is economically less important than the waste of psychophysical
+energy in bending down.</p>
+
+<p>Whoever has once schooled his eye to observe the limitless waste of
+human motions and psychophysical efforts in social life has really no
+difficulty in perceiving all this at every step. This ability to
+recognize possible savings of impulse may be brought to a certain
+virtuosity. Gilbreth, one of the leaders of the new movement, seems to
+be such a virtuoso. When he was in London, there was pointed out to
+him in the Japanese British Exhibition a young girl who worked so
+quickly that there at least he would find a rhythm of finger movement
+which could not any further be improved. In an exhibition booth the
+woman attached advertisement labels to boxes with phenomenal rapidity.
+Gilbreth watched her for a little <a name="Page_185" id="Page_185" />while and found that she was able
+to manage 24 boxes in 40 seconds. Then he told the young girl that she
+was doing it wrongly, and that she ought to try a new way which he
+showed her. At the first attempt, she disposed of 24 boxes in 26
+seconds and at the second trial in 20 seconds. She did not have to
+make more effort for it, but simply had fewer movements to make. If
+such economic gain can be secured with little exertion in the simplest
+processes, it cannot be surprising that in the case of more complex
+and more advanced technical work which involves highly skilled labor,
+a careful psychophysical study of motions must bring far-reaching
+economic improvements.</p>
+
+<p>Yet the more important steps will have to be guided by special
+experimental investigations, and here the psychological laboratory
+must undertake the elaboration of the details. Only the systematic
+experiment can determine what impulses can be released at the least
+expense of energy and with the greatest exactitude of the motor
+effect. Investigations on the psychophysics of movement and the
+influences which lead toward making the movement too large or too
+small have played an important r&ocirc;le in the psychological laboratories
+for several decades. It was recognized early that the mistakes which
+are made in reproducing a movement may spring from two different
+sources. <a name="Page_186" id="Page_186" />They result partly from an erroneous perception or memory of
+the movement carried out, and partly from the inability to realize the
+movement intention. One series of investigations was accordingly
+devoted to the studies of those sensations and perceptions by which we
+become aware of the actual movement. Everything which accentuates
+these sensations must lead to an overestimation of the motion, and the
+outcome is that the movement is made too small. The concentration of
+attention, therefore, has the effect of reducing the actual motion,
+and the same influence must result from any resistance which is not
+recognized as such and hence is not subtracted in the judgment of the
+perceiver. Another series of researches was concerned with the inner
+attitude which causes a certain external movement effect and which may
+lead to an unintended amount of movement as soon as the weight to be
+lifted is erroneously judged upon. Closely related studies, finally,
+deal with a mistake which enters when the movement is reproduced from
+memory after a certain time. The exactitude of a simple arm movement
+seems to increase in the first ten seconds, then rapidly to decrease.
+The emotional attitude, too, is of importance for the reproduction of
+a movement. I trained myself in making definite extensor and flexor
+movements of the <a name="Page_187" id="Page_187" />arm until I was able to reproduce them under normal
+conditions with great exactitude. In experiments extending over many
+months, which were carried on through the changing emotional attitudes
+of daily life, the exact measurement showed that both groups of
+movements became too large in states of excitement and too small in
+states of fatigue. But in a state of satisfaction and joy the extensor
+movement became too large, the flexor movement too small, and <i>vice
+versa</i>, in unpleasant emotional states the flexor movement was too
+strong and the extensor movement too weak.<a name="FNanchor_34_34" id="FNanchor_34_34" /><a href="#Footnote_34_34" class="fnanchor">[34]</a></p>
+
+<p>We have a very careful investigation into the relations between
+rapidity of movement and exactitude.<a name="FNanchor_35_35" id="FNanchor_35_35" /><a href="#Footnote_35_35" class="fnanchor">[35]</a> The subjects had to perform a
+hand movement simultaneously with the beat of a metronome, the beats
+of which varied between 20 and 200 in the minute. In general the
+accuracy of the movement decreases as the rapidity increases, but the
+descent is not uniform. Motions in the rhythm of 40 to the minute were
+on the whole just as exact as those in the rhythm of 20, and, on the
+other hand movements in the rhythm of 200 almost as accurate as those
+of 140 to the minute. Thus we have a lower limit below which decrease
+of rapidity does not increase the accuracy any further, and an upper
+limit beyond which a further increase of rapidity brings no
+<a name="Page_188" id="Page_188" />additional deterioration. The mistakes of the unskilled left hand
+increase still more rapidly than the number of movements. If the eyes
+are closed, the rapid movements are usually too long and the slow ones
+too short.</p>
+
+<p>An investigation in the Harvard laboratory varied this problem in a
+direction which brings it still nearer to technical conditions of
+industry. Our central question was whether the greatest exactitude of
+rhythmical movement is secured at the same rapidity for different
+muscle groups.<a name="FNanchor_36_36" id="FNanchor_36_36" /><a href="#Footnote_36_36" class="fnanchor">[36]</a> We studied especially rhythmical movements of hand,
+foot, arm, and head, and studied them, moreover, under various
+conditions of resistance. The result from 340,000 measured movements
+was the demonstration that every muscle group has its own optimum of
+rapidity for the greatest possible accuracy and that the complexity of
+the movement and the resistance which it finds has most significant
+influence on the exactitude of the rhythmical achievement. If we
+abstract at first from the fluctuations around the average value of a
+particular group of movements and consider only this average itself in
+its relation to the starting movement which it is meant to imitate, we
+find characteristic tendencies toward enlargement or reduction
+dependent upon the rapidity. The right foot, for instance, remained
+nearest <a name="Page_189" id="Page_189" />to the original movement at a rapidity of 80 motions in the
+minute, while the head did the same at about 20. For a hand movement
+of 14 centimeters, the most favorable rapidity was 120 repetitions in
+the minute, while for a hand movement of 1 centimeter the average
+remained nearest to the standard at about 40 repetitions. The mean
+variation from time average is the smallest for the left foot at 20 to
+30 movements, for the right at 160 to 180, for the head at 40, for the
+larger hand movement at 180, and so on. Investigations of this kind
+have so far not affected industrial life in the least, but it seems
+hardly doubtful that a systematic study of the movements necessary for
+economic work will have to pass through such strictly experimental
+phases. The essential point, however, will be for the managers of the
+industrial concerns and the psychological laboratory workers really to
+come nearer to each other from the start and undertake the work in
+common, not in the sense that the laboratory is to emigrate to the
+factory, but in the better sense that definite questions which grow
+out of the industrial life be submitted to the scientific
+investigation of the psychologists.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XVI" id="XVI" /><a name="Page_190" id="Page_190" />XVI</h2>
+
+<h3>EXPERIMENTS ON THE PROBLEM OF MONOTONY</h3>
+
+
+<p>The systematic organization of movements with most careful regard to
+the psychophysical conditions appeared to us the most momentous aid
+toward the heightening of efficiency. But even if the superfluous,
+unfit, and interfering movement impulses were eliminated and the
+conditions of work completely adjusted to the demands of psychology,
+there would still remain a large number of possibilities through which
+productiveness might be greatly decreased, or at least kept far below
+the possible maximum of efficiency. For instance, even the best
+adapted labor might be repeated to the point of exhaustion, at which
+the workman and the work would be ruined. Fatigue and restoration
+accordingly demand especial consideration. In a similar way emotions
+may be conditions of stimulation or interference, and no one ought to
+underestimate the importance of higher motives, intellectual,
+&aelig;sthetic, and moral motives, in their bearing on the psychophysical
+impulses of the laborer. If these higher demands are satisfied, the
+whole system gains a new tonus, and if they are disappointed, the
+<a name="Page_191" id="Page_191" />irritation of the mental machinery may do more harm than any break in
+the physical machine at which the man is working. In short, we must
+still look in various directions to become aware of all the relations
+between the psychological factors and the economic output. We may
+begin with one question which plays a large, perhaps too large, r&ocirc;le
+in the economic and especially in the popular economic literature. I
+refer to the problem of monotony of labor.</p>
+
+<p>In the discourses of our time on the lights and shades of our modern
+industrial life, all seem to agree that the monotony of industrial
+labor ought to be entered on the debit side of the ledger of
+civilization. Since the days when factories began to spring up, the
+accusation that through the process of division of labor the
+industrial workingman no longer has any chance to see a whole product,
+but that he has to devote himself to the minutest part of a part, has
+remained one of the matter-of-course arguments. The part of a part
+which he has to cut or polish or shape in endless repetition without
+alteration cannot awake any real interest. This complete division of
+labor has to-day certainly gone far beyond anything which Adam Smith
+described, and therefore it now appears undeniable that the method
+must create a mental starvation which presses down the whole <a name="Page_192" id="Page_192" />life of
+the laborer, deprives it of all joy in work, and makes the factory
+scheme a necessary but from the standpoint of psychology decidedly
+regrettable evil. I have become more and more convinced that the
+scientific psychologist is not obliged to endorse this judgment of
+popular psychology.</p>
+
+<p>To be sure the problem of division of labor, as it appears in the
+subdivision of manufacture, is intimately connected with many other
+related questions. It quickly leads to the much larger question of
+division of labor in our general social structure, which is necessary
+for our social life with its vocational and professional demands, and
+which undoubtedly narrows to a certain degree every individual in the
+completeness of his human desires. No man in modern society can devote
+himself to everything for which his mind may long. But as a matter of
+course these large general problems of civilization lie outside of the
+realm of our present inquiry. In another direction the problem of
+monotony comes very near to the question of fatigue. But we must see
+clearly that these two questions are not identical and that we may
+discuss monotony here without arguing the problem of fatigue. The
+frequent repetition of the same movement or of the same mental
+activity certainly may condition an objective<a name="Page_193" id="Page_193" /> fatigue, which may
+interfere with the economic output, but this is not the real meaning
+of the problem of monotony. About fatigue we shall speak later. Here
+we are concerned exclusively with that particular psychological
+attitude which we know as subjective dislike of uniformity and lack of
+change in the work. Within these limits the question of monotony is,
+indeed, frequently misunderstood in its economic significance.</p>
+
+<p>Let us not forget that the outsider can hardly ever judge when work
+offers or does not offer inner manifoldness. If we do not know and
+really understand the subject, we are entirely unable to discriminate
+the subtler inner differences. The shepherd knows every sheep, though
+the passer-by has the impression that they all look alike. This
+inability to recognize the differences which the man at work feels
+distinctly shows itself even in the most complicated activities. The
+naturalist is inclined to fancy that the study of a philologist must
+be endlessly monotonous, and the philologist is convinced that it must
+be utterly tiresome to devote one's self a life lone to some minute
+questions of natural science. Only when one stands in the midst of the
+work is he aware of its unlimited manifoldness, and feels how every
+single case is somehow different from every other.</p>
+
+<p><a name="Page_194" id="Page_194" />In the situation of the industrial workman, the attention may be
+directed toward some small differences which can only be recognized
+after long familiarity with the particular field. Certainly this field
+is small, as every workman must specialize, but whether he
+manufactures a whole machine, or only a little wheel, makes no
+essential difference in the attitude. The attraction of newness is
+quickly lost also in the case of the most complicated machine. On the
+other hand, the fact that such a machine has an independent function
+does not give an independent attraction to the work. Or we might
+rather say, as far as the work on a whole machine is of independent
+value, the work of perfecting the little wheel is an independent task
+also and offers equal value by its own possibilities. Whoever has
+recognized the finest variations among the single little wheels and
+has become aware of how they are produced sometimes better, sometimes
+worse, sometimes more quickly, sometimes more slowly, becomes as much
+interested in the perfecting of the minute part as another man in the
+manufacture of the complex machine. It is true that the laborer does
+not feel interest in the little wheel itself, but in the production of
+the wheel. Every new movement necessary for it has a perfectly new
+chance and stands in new relations, which have nothing to do <a name="Page_195" id="Page_195" />with the
+repetition. As a matter of course this interest in the always new best
+possible method of production is still strongly increased where
+piece-wages are introduced. The laborer knows that the amount of his
+earning depends upon the rapidity with which he finishes faultless
+products. Under this stimulus he is in a continuous race with himself,
+and thus has every reason to prefer the externally uniform and
+therefore perfectly familiar work to another kind which may bring
+alternation, but which also brings ever new demands.</p>
+
+<p>For a long while I have tried to discover in every large factory which
+I have visited the particular job which from the standpoint of the
+outsider presents itself as the most tiresome possible. As soon as I
+found it, I had a full frank talk with the man or woman who performed
+it and earnestly tried to get self-observational comment. My chief aim
+was to bring out how far the mere repetition, especially when it is
+continued through years, is felt as a source of discomfort. I may
+again point to a few chance illustrations. In an electrical factory
+with many thousands of employees I gained the impression that the
+prize for monotonous work belonged to a woman who packs incandescent
+lamps in tissue paper. She wraps them from morning until night, from
+the first <a name="Page_196" id="Page_196" />day of the year to the last, and has been doing that for
+the last 12 years. She performs this packing process at an average
+rate of 13,000 lamps a day. The woman has reached about 50,000,000
+times for the next lamp with one hand and with the other to the little
+pile of tissue sheets and then performed the packing. Each lamp
+demands about 20 finger movements. As long as I watched her, she was
+able to pack 25 lamps in 42 seconds, and only a few times did she need
+as many as 44 seconds. Every 25 lamps filled a box, and the closing of
+the box required a short time for itself. She evidently took pleasure
+in expressing herself fully about her occupation. She assured me that
+she found the work really interesting, and that she constantly felt an
+inner tension, thinking how many boxes she would be able to fill
+before the next pause. Above all, she told me that there is continuous
+variation. Sometimes she grasps the lamp or paper in a different way,
+sometimes the packing itself does not run smoothly, sometimes she
+feels fresher, sometimes less in the mood for the work, and there is
+always something to observe and something to think about.</p>
+
+<p>This was the trend which I usually found. In some large machine works
+I sought for a long time before I found the type of labor which seemed
+to me the most monotonous. I finally <a name="Page_197" id="Page_197" />settled on a man who was feeding
+an automatic machine which was cutting holes in metal strips and who
+simply had to push the strips slowly forward; only when the strip did
+not reach exactly the right place, he could stop the automatic machine
+by a lever. He made about 34,000 uniform movements daily and had been
+doing that for the past 14 years. But he gave me the same account,
+that the work was interesting and stimulating, while he himself made
+the impression of an intelligent workingman. At the beginning, he
+reported, the work had sometimes been quite fatiguing, but later he
+began to like it more and more. I imagined that this meant that at
+first he had to do the work with full attention and that the complex
+movement had slowly become automatic, allowing him to perform it like
+a reflex movement and to turn his thoughts to other things. But he
+explained to me in full detail that this was not the case, that he
+still feels obliged to devote his thoughts entirely to the work at
+hand, and that he is able only under these conditions to bring in the
+daily wage which he needs for his family, as he is paid for every
+thousand holes. But he added especially that it is not only the wage
+which satisfies him, but that he takes decided pleasure in the
+activity itself.</p>
+
+<p>On the other hand, I not seldom found <a name="Page_198" id="Page_198" />wage-earners, both men and
+women, who seemed to have really interesting and varied activities and
+who nevertheless complained bitterly over the monotonous, tiresome
+factory labor. I became more and more convinced that the feeling of
+monotony depends much less upon the particular kind of work than upon
+the special disposition of the individual. It cannot be denied that
+the same contrast exists in the higher classes of work. We find
+school-teachers who constantly complain that it is intolerably
+monotonous to go on teaching immature children the rudiments of
+knowledge, while other teachers with exactly the same task before them
+are daily inspired anew by the manifoldness of life in the classroom.
+We find physicians who complain that one case in their practice is
+like another, and judges who despair because they always have to deal
+with the same petty cases, while other judges and physicians feel
+clearly that every case offers something new and that the repetition
+as such is neither conspicuous nor disagreeable. We find actors who
+feel it a torture to play the same r&ocirc;le every evening for several
+weeks, and there are actors who, as one of the most famous actresses
+assured me after the four hundredth performance of her star r&ocirc;le,
+repeat their parts many hundred times with undiminished interest,
+because they feel that <a name="Page_199" id="Page_199" />they are always speaking to new audiences. It
+seems not impossible that this individual difference might be
+connected with deeper-lying psychophysical conditions. I approached
+the question, to be sure, with a preconceived theory. I fancied that
+certain persons had a finer, subtler sense for differences than others
+and that they would recognize a manifoldness of variations where the
+others would see only uniformity. In that I silently presupposed that
+the perception of the uniformity must be something disturbing and
+disagreeable and the recognition of variations something which
+stimulates the mind pleasantly. But when I came to examine the
+question experimentally, I became convinced that such a hypothesis is
+erroneous, and if I interpret the results correctly, I should say that
+practically the opposite relation exists. Those who recognize the
+uniformities readily are not the ones who are disturbed by them.</p>
+
+<p>I proceeded in the following way. To make use of a large number of
+subjects accustomed to intelligent self-observation, I made the first
+series of experiments with the regular students in my psychology
+lecture course in Harvard University. Last winter I had more than four
+hundred men students in psychology who all took part in that
+introductory series. The task which I put before <a name="Page_200" id="Page_200" />them in a number of
+variations was this: I used lists of words of which half, or one more
+or less than half, belonged to one single conceptional group. There
+were names of flowers, or cities, or poets, or parts of the body, or
+wild animals, and so on. The remaining words of the list, on the other
+hand, were without inner connection and without similarity. The
+similar and the dissimilar words were mixed. The subjects listened to
+such a list of words and then had to decide without counting from the
+mere impression whether the similar words were more or equally or less
+numerous than the dissimilar words. In other experiments the
+arrangement was that two different lists were read and that in the two
+lists a larger or smaller number of words were repeated from the first
+list. Here, too, the subjects had to decide from the mere impression
+whether the repeated words were in the majority or not. In every
+experiment the judgment referred to those words which belonged to the
+same group and which were in this sense uniform, or to the repeated
+words, and it had to be stated with reference to them whether their
+number was larger, equal to, or smaller than the different words. If
+all replies had been correct, the judgment would have been 40 per cent
+equal, 30 per cent smaller, and 30 per cent larger, as they were
+arranged in perfect symmetry. As soon <a name="Page_201" id="Page_201" />as I had the results from the
+students, we figured out for every one what number he judged equal,
+smaller, or greater. Then we divided the equal judgments by 2 and
+added half of them to the larger and half to the smaller judgments. In
+this way we were enabled by one figure to characterize the whole
+tendency of the individual. We found that in the whole student body
+there was a tendency to underestimate the number of the similar or of
+the repeated words. The majority of my students had a stronger
+impression from the varying objects than from those which were in a
+certain sense equal. Yet this tendency appeared in very different
+degrees and for about a fourth of the participants the opposite
+tendency prevailed. They received a stronger impression from the
+uniform ideas.</p>
+
+<p>I had coupled with these experimental tests a series of questions, and
+had asked every subject to express with fullest possible self-analysis
+his practical attitude to monotony in life. Every one had to give an
+account whether in the small habits of life he liked variety or
+uniform repetition. He was asked especially as to his preferences for
+or against uniformity in the daily meals, daily walks, and so on.
+Furthermore he had to report how far he is inclined to stick to one
+kind of work or to alternate his work, how far he <a name="Page_202" id="Page_202" />welcomes the idea
+that vocational work may bring repetition, and so on. And finally I
+tried to bring the results of these self-observations into relation
+with the results of those experiments. It was here that the opposite
+of the hypothesis which I had presupposed suggested itself to me with
+surprising force. I found that just the ones who perceive the
+repetition least hate it most, and that those who have a strong
+perception of the uniform impressions and who overestimate their
+number are the ones who on the whole welcome repetition in life.</p>
+
+<p>As soon as I had reached this first experimental result, I began to
+see how it might harmonize with known psychological facts. Some years
+ago a Hungarian psychologist<a name="FNanchor_37_37" id="FNanchor_37_37" /><a href="#Footnote_37_37" class="fnanchor">[37]</a> showed by interesting experiments
+that if a series of figures is exposed to the eye for a short fraction
+of a second, equal digits are seen only once, and he came to the
+conclusion that equal impressions in such a series inhibit each other.
+In the Harvard laboratory we varied these experiments by eliminating
+the spatial separation of those numbers. In our experiments the digits
+did not stand side by side, but followed one another very quickly in
+the same place.<a name="FNanchor_38_38" id="FNanchor_38_38" /><a href="#Footnote_38_38" class="fnanchor">[38]</a> Similar experiments we made with colors and so on.
+Here, too, we found that quickly succeeding equal or very similar
+impressions<a name="Page_203" id="Page_203" /> have a tendency to inhibit each other or to fuse with
+each other. Where such an inhibition occurs, we probably ought to
+suppose that the perception of the first impression exhausts the
+psychical disposition for this particular mental experience. The
+psychophysical apparatus becomes for a moment unable to arouse the
+same impression once more.</p>
+
+<p>The above described new experiments suggest to me that this inhibition
+of equal or similar impressions is found unequally developed in
+different individuals. They possess a different tendency to temporary
+exhaustion of psychophysical dispositions. There are evidently persons
+who after they have received an impression are unable immediately to
+seize the same impression again. Their attention and their whole inner
+attitude fails. But there are evidently other persons for whom, on the
+contrary, the experience of an impression is a kind of inner
+preparation for arousing the same or a similar impression. In their
+case the psychophysical dispositions become stimulated and excited,
+and therefore favor the repetition. If, as in our experiments, the
+task is simply to judge the existence of equal or similar impressions
+without any strain of attention, the one group of persons must
+underestimate the number of the equal impressions because many words
+are <a name="Page_204" id="Page_204" />simply inhibited in their minds and remain neglected, the other
+groups of persons must from their mental dispositions overestimate the
+number of similar words. From here we have to take one step more. If
+these two groups of persons have to perform a task in which it is
+necessary that not a single member of a series of repetitions be
+overlooked, it is clear that the two groups must react in a very
+different way. Now a perfect perception of every single member is
+forced on them. Those who grasp equal impressions easily, and who are
+prepared beforehand for every new repetition by their inner
+dispositions, will follow the series without strain and will
+experience the repetition itself with true satisfaction. On the other
+hand, those in whom every impression inhibits the readiness to receive
+a repetition, and whose inner energy for the same experience is
+exhausted, must feel it as a painful and fatiguing effort if they are
+obliged to turn their attention to one member after another in a
+uniform series. This mental torture is evidently the displeasure which
+such individuals call the dislike of monotony in their work. Whether
+this theoretical view is correct, we have to determine by future
+studies. In our Harvard laboratory we have now proceeded from such
+preparatory mass experiments to subtle investigations on a small
+number of <a name="Page_205" id="Page_205" />persons well trained in psychological self-observation with
+whom the conditions of the experiment can be varied in many
+directions.<a name="FNanchor_39_39" id="FNanchor_39_39" /><a href="#Footnote_39_39" class="fnanchor">[39]</a></p>
+
+<p>It would seem probable that such experiments might also win
+psychotechnical significance. A short series of tests which would have
+to be adapted to the special situations, and which for the simple
+wage-earner would have to be much easier than those sketched above,
+would allow it to be determined beforehand whether an individual will
+suffer from repetition in work. Even if we abstract from arguments of
+social reform and consider exclusively the economic significance, it
+must seem important that labor which involves much repetition be
+performed by men and women whose mental dispositions favor an easy
+grasp of successive uniform impressions. Experimentation could secure
+the selection of the fit workmen and the complaint of monotony would
+disappear. The same selection could be useful in the opposite
+direction, as many economic occupations, especially in our time of
+automatic machines, demand a quick and often rhythmical transition
+from one activity to another. It is evident that those whose natural
+dispositions make every mental excitement a preparation not for the
+identical but for the contrasting stimulation will be naturally
+equipped for this kind of economic tasks.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XVII" id="XVII" /><a name="Page_206" id="Page_206" />XVII</h2>
+
+<h3>ATTENTION AND FATIGUE</h3>
+
+
+<p>The problem of monotony may lead us on to other conditions through
+which attention is hindered and the product of labor thereby
+decreased. The psychologist naturally first thinks of external
+distractions of attention. If he turns to practical studies of the
+actual economic life, he is often decidedly surprised to find how
+little regard is given to this psychophysical factor. In industrial
+establishments in which the smallest disturbance in the machine is at
+once remedied by a mechanic in order that the greatest possible
+economic effect may be secured, frequently nobody takes any interest
+in the most destructive disturbances which unnecessarily occur in the
+subtlest part of the factory mechanism, namely, the attention
+apparatus of the laborers. Such an interference with attention must,
+for instance, be recognized when the workingman, instead of devoting
+himself to one complex function, has to carry out secondary movements
+which appear to be quite easily performed and not to hinder him in his
+chief task. Often his own feeling may endorse this impression. Of
+course the individual <a name="Page_207" id="Page_207" />differences in this direction are very great.
+The faculty of carrying on at the same time various independent
+functions is unequally distributed and the experiment can show this
+clearly. It is also well known from practical life that some men can
+easily go on dictating to a stenographer while they are affixing their
+signature to several hundred circular letters, or can continue their
+fluent lecture while they are performing experimental demonstrations.
+With others such a side activity continually interrupts the chief
+function. Then some succeed better than others in securing a certain
+automatism of the accessory function to such a point that its special
+acts do not come to consciousness at all. For example, I watched a
+laborer who was constantly engaged in a complicated technical
+performance, and he seemed to give to it his full attention.
+Nevertheless he succeeded in moving a lever on an automatic machine
+which stood near by whenever a certain wheel had made fifty
+revolutions. During all his work he kept counting the revolutions
+without being conscious of any idea of number. A system of motor
+reactions had become organized which remained below the threshold of
+consciousness and which produced only at the fiftieth recurrence the
+conscious psychical impulse to perform the lever movement. Yet whether
+the talent <a name="Page_208" id="Page_208" />for such simultaneous mastery of independent functions be
+greater or smaller and the demand more or less complex, in every case
+the principal action must be hampered by the side issue. To be sure,
+it may sometimes be economically more profitable to allow the
+hindrance to the chief work in order to save the expense of an extra
+man to do the side work. In most cases, however, such a consideration
+is not involved; it is simply an ignoring of the psychological
+situation. As the accessory work seems easy, its hindering influence
+on other functions is practically overlooked. Psychological laboratory
+experiments have shown in many different directions that simultaneous
+independent activities always disturb and inhibit one another.</p>
+
+<p>We must not forget that even the conversations of the laborers belong
+in this psychophysical class. Where a continuous strain of attention
+has produced a state of fatigue, a short conversation will bring a
+certain relief and relaxation, and the words which the speaker hears
+in reply will produce a general stimulation of psychical energy for
+the moment. Moreover, the mere existence of the social conversational
+intercourse will raise the general emotional mood, and this feeling of
+social pleasure may be the source from which may spring new
+psychophysical powers. Nevertheless the <a name="Page_209" id="Page_209" />fundamental fact, after all,
+is that any talking during the labor, so far as it is not necessary
+for the work itself, surely involves a distraction of attention. Here,
+too, the individual is not conscious of the effect. He feels certain
+that he can perform his task just as well, and even the piece-worker,
+who is anxious to earn as much as possible, is convinced that he does
+not retard himself by conversation. But the experiments which have
+been carried on in establishments with scientific management speak
+decidedly against such a supposition. A tyrannical demand for silence
+would, of course, be felt as cruelty, and no suggestion of a jail-like
+discipline would be wise in the case of industrial labor, for evident
+psychological reasons. But various factories in rearranging their
+establishments according to the principles of scientific management
+have changed the positions of the workmen so that conversations become
+more difficult or impossible. The result reported seems to be
+everywhere a significant increase of production. The individual
+concentrates his mind on the task with an intensity which seems beyond
+his reach as long as the inner attitude is adjusted to social contact.
+The help which is rendered by the feeling of social co&ouml;peration, on
+the other hand, is not removed by the mere abstaining from speaking.
+Interesting <a name="Page_210" id="Page_210" />psychopedagogical experiments have, indeed, demonstrated
+that working in a common room produces better results than isolated
+activity. This is not true of the most brilliant, somewhat nervous
+school children, who achieve in their own room at home more than in
+the classroom. But for the average, which almost alone is in question
+for life in the factory, the consciousness of common effort is a
+source of psychophysical reinforcement. This evidently remains
+effective when the workingmen can see one another, even if the
+arrangement of the seats precludes the possibility of chatting during
+the work.</p>
+
+<p>However, by far the more important cause of distraction of attention
+lies in those disturbances which come from without. Here again the
+chief interest ought to be attached to those interferences which the
+workman himself no longer feels as such. In a great printing-shop a
+woman who was occupied with work which demanded her fullest attention
+was seated at her task in an aisle where trucking was done. Removing
+this operator to a quiet corner caused an increase of 25 per cent in
+her work.<a name="FNanchor_40_40" id="FNanchor_40_40" /><a href="#Footnote_40_40" class="fnanchor">[40]</a> To be sure there are many such disturbances in factory
+life which can hardly be eliminated with the technical means of
+to-day. For instance, the noise of the machines, which in many
+factories makes it impossible to <a name="Page_211" id="Page_211" />communicate except by shouting, must
+be classed among the real psychological interferences in spite of the
+fact that the laborers themselves usually feel convinced that they no
+longer notice it at all. Still more disturbing are strong rhythmical
+sounds, such as heavy hammer blows which dominate the continuous
+noises, as they force on every individual consciousness a
+psychophysical rhythm of reaction which may stand in strong contrast
+to that of a man's own work. From the incessant inner struggle of the
+two rhythms, the one suggested by the labor, the other by the external
+intrusion, quick exhaustion becomes unavoidable.</p>
+
+<p>If it were our purpose to elaborate a real system of psychological
+economics, we should have to proceed here to a careful study of the
+influences of fatigue on the industrial achievement. We should have to
+discuss the various kinds of fatigue and exhaustion, the conditions of
+restoration, and the whole group of related problems of psychophysics.
+But this is the one field which has been thoroughly ploughed over by
+science and by practical life in the course of the last decades. No
+new suggestion and no new hint of the importance of the problem is
+needed here. Our short discussion was planned to be confined to those
+regions which have not been worked up in <a name="Page_212" id="Page_212" />systematic investigations
+and for which new devices seemed desirable. Hence we do not reproduce
+here the rich material of facts which the physiologists and
+psychophysicists have brought together in the last half-century, the
+importance of which for industrial labor is perfectly evident.
+Moreover, the practical applications and the insight into the social
+needs have transformed the factories themselves into one big
+laboratory in which the problem of fatigue has been studied by
+practical experiments. The problem of the dependence of fatigue and
+output upon the length of the working day has been tested in
+numberless places with the methods of really exact research, as it was
+easy to find out how the achievement of the laborers became
+quantitatively and qualitatively changed by the shortening of the
+working hours.</p>
+
+<p>When in one civilized country after another the exhaustingly long
+working days of the industrial wage-earner were shortened more and
+more, the theoretical discussions of the legislators and of the social
+reformers were soon supplemented by careful statistical inquiries in
+the factories. It was found that everywhere, even abstracting from all
+other cultural and social interests, a moderate shortening of the
+working day did not involve loss, but brought a direct gain. The
+German<a name="Page_213" id="Page_213" /> pioneer in the movement for the shortening of the workingman's
+day, Ernst Abb&eacute;, the head of one of the greatest German factories,
+wrote many years ago that the shortening from nine to eight hours,
+that is, a cutting-down of more than 10 per cent, did not involve a
+reduction of the day's product, but an increase, and that this
+increase did not result from any supplementary efforts by which the
+intensity of the work would be reinforced in an unhygienic way.<a name="FNanchor_41_41" id="FNanchor_41_41" /><a href="#Footnote_41_41" class="fnanchor">[41]</a>
+This conviction of Abb&eacute; still seems to hold true after millions of
+experiments over the whole globe. But the problem of fatigue has
+forced itself on the consideration of the men of affairs from still
+another side. It has been well known for a long while how intimate the
+relations are between fatigue and industrial accidents. The statistics
+of the various countries and of the various industries do not
+harmonize exactly, but a close connection between the number of
+accidents and the hours of the day can be recognized everywhere.
+Usually the greatest number of injuries occurs between ten and eleven
+o'clock in the forenoon and between three and four o'clock in the
+afternoon. The different distribution of the working hours, and of the
+pauses for the meals, make the various statistical tables somewhat
+incomparable. But it can be traced everywhere that in the first
+working hours <a name="Page_214" id="Page_214" />in which fatigue does not play any considerable r&ocirc;le,
+the number of accidents is small, and that this number sinks again
+after the long pauses. It is true that the number also becomes
+somewhat smaller at the end of the forenoon and of the afternoon
+period, but this seems to have its cause in the fact that with growing
+fatigue and with the feeling that the end of the working period is
+near, the rhythm of the activity becomes much slower, and with such
+slower movements the danger of accidents is greatly reduced. In a
+similar way the factories have had to give the fullest attention to
+the fatigue problem in its relation to the distribution of pauses, and
+above all in its relation to the advisable speed of the machines, the
+limits of which are set by the fatigue of the workingmen, and still
+more of the working-women.</p>
+
+<p>The legislatures, the labor unions, and the manufacturers have then
+had this problem of fatigue constantly before their eyes.<a name="FNanchor_42_42" id="FNanchor_42_42" /><a href="#Footnote_42_42" class="fnanchor">[42]</a> On the
+other hand, the psychologists and physiologists have continuously
+studied the fatigue and restoration of the muscle system and of the
+central nervous system, and have analyzed the facts with the subtlest
+methods. Yet, in spite of this, it cannot be denied that a real mutual
+enrichment has so far hardly been in question. On the contrary, the
+whole situation has again demonstrated the old <a name="Page_215" id="Page_215" />experience. The mere
+trying and trying again in practical life can never reach the maximum
+effects which may be secured by systematic, scientifically conducted
+efforts. On the other side the studies of the theoretical scholars can
+never yield the highest values for civilization if the problems which
+offer themselves in practical life are ignored. The theorists have to
+prepare the ground, and in this preparatory work they must, indeed,
+remain utterly regardless of any practical situations. But after that
+a second stage must be reached at which on the foundation of this
+neutral research special theoretical investigations are undertaken
+which originate from practical conditions. As long as industrial
+managers have no contact with the experiments of the laboratory and
+the experimentalists are shy of any contact with the industrial
+reality, humanity will pass through social suffering. The hope of
+mankind will be realized by the mutual fertilization of knowing and
+doing.</p>
+
+<p>The practical efforts of the factories have, indeed, not yet reached
+the point at which the greatest possible achievement which can be
+reached without over-fatigue may be secured. We called the
+abbreviation of the working day an experimental scheme. The question
+of reducing the working hours is so simple that no further special
+<a name="Page_216" id="Page_216" />experiments are needed. But when we come to the questions of the
+pauses at work, the speed of work and similar factors related to
+fatigue, the situation is by far more complicated, and the often
+capricious changes in the plant have very little in common with a
+systematic experiment. Some well-known studies of the efficiency
+engineers clearly demonstrate the possibility of such systematic
+efforts. The best-known case is probably Taylor's study of the
+pig-iron handlers of the Bethlehem Steel Company. He found that the
+gang of 75 men was loading on the average about 12-1/2 tons per man
+per day. When he discussed with various managers the question of what
+output would be the possible maximum, they agreed that under premium
+work, piecework, or any of the ordinary plans for stimulating the men,
+an output of 18 to 25 tons would be the extreme possibility. Then he
+proceeded to a systematic study of the fatigue in its relation to the
+burden and of the best possible relation between working time and
+resting time. His first efforts to find formulas were unsuccessful,
+because he calculated only the actual mechanical energy exerted and
+found that some men were tired after exerting energy of 1/8 hp., while
+others seemed to be able to produce the energy of 1/2 hp. without
+greater fatigue. But soon he discovered the mistake in his figures.
+<a name="Page_217" id="Page_217" />He had considered only the actual movements, and had neglected the
+period in which the laborer was not moving and was not exerting
+energy, but in which a weight was pulling his arms and demanding a
+corresponding muscular effort. As soon as this muscular achievement
+was taken into account, too, he found that for each particular weight
+a definite relation exists between the time that a man is under a
+heavy load and the time of rest. For the usual loads of 90 pounds, he
+found that a first-class laborer must not work more than 43 per cent
+of time working day and must be entirely without load 57 per cent. If
+the load becomes lighter, the relation is changed. If the workman is
+handling a half pig weighing 46 pounds, he can be under load 58 per
+cent of the day and only has to rest during 42 per cent.<a name="FNanchor_43_43" id="FNanchor_43_43" /><a href="#Footnote_43_43" class="fnanchor">[43]</a></p>
+
+<p>As soon as these figures were experimentally secured, Taylor selected
+fit men, and did not allow them to lift and to carry the loads as they
+pleased, but every movement was exactly prescribed by foremen who
+timed exactly the periods of work and rest. If he had simply promised
+his men a high premium in case they should carry more than the usual
+12 tons a day, they would have burdened themselves as heavily as
+possible and would have carried the load as quickly as possible, thus
+completely exhausting themselves after three <a name="Page_218" id="Page_218" />or four hours of labor.
+In spite of such senseless exaggeration of effort in the first hours,
+the total output for the day would have been relatively small. Now the
+foremen determined exactly when every individual should lift and move
+the load and when he should sit quietly. The result was that the men,
+without greater fatigue, were able to carry 47-1/2 tons a day instead
+of the 12-1/2 tons. Their wages were increased 60 per cent. Such a
+trivial illustration demonstrates very clearly the extreme difference
+between an increase of the economic achievement by scientific,
+experimental investigation and a mere enforcing of more work by
+artificially whipping-up the mind with promises of extraordinary
+wages. Yet even such rules as the scientific management engineers have
+formed, may be elaborated to more lasting prescriptions as soon as the
+purely psychological factors are brought more into the foreground and
+are approached with the careful analysis of the experimental
+psychologist.</p>
+
+<p>Such a systematic psychological inquiry is the more important for
+questions of fatigue, as we know that the subjective feeling of
+displeasure in fatigue is no reliable measure for the objective
+fatigue, that is, for the real reduction of the ability for work.
+Daily experience teaches us how easily some people overstep the limits
+of normal <a name="Page_219" id="Page_219" />fatigue, and in extreme cases even come to a nervous
+breakdown because nature did not protect them by the timely appearance
+of strong fatigue feelings. On the other hand, we find many men and
+still more women who feel tired even after a small exertion, because
+they did not learn early to inhibit the superficial feelings of
+fatigue, or because the sensations of fatigue have in fact a certain
+abnormal intensity in their case. The question how far the
+psychophysical apparatus has really been exhausted by a certain effort
+must be answered with the help of objective research and not on the
+basis of mere subjective feelings. But such objective measurements
+demand systematic experiments in the laboratory.</p>
+
+<p>The experiments which really have been carried on in the laboratory as
+yet, as far as they were not merely physiological, have on the whole
+been confined to so-called mental labor, and were essentially devoted
+to problems of school instruction or medical diagnosis. We have no
+doubt excellent experiments which are devoted to the study of the
+individual differences of exhaustion, fatigue, exhaustibility, ability
+to recover the lost energy, ability to learn from practice, and so on,
+but they are still exclusively adjusted to the needs of the
+school-teacher and of the nerve specialist and would hardly be
+immediately useful to the <a name="Page_220" id="Page_220" />manager of a factory. We shall need a long
+careful series of investigations in order to determine how far those
+manifold results from experiments with memory work, thought work,
+writing work, and so on can be applied to the work which the
+industrial laborer is expected to perform.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XVIII" id="XVIII" /><a name="Page_221" id="Page_221" />XVIII</h2>
+
+<h3>PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER</h3>
+
+
+<p>The increase and decrease of the ability to do good work depends of
+course not only upon the direct fatigue from labor and the pauses for
+rest; a large variety of other factors may lead to fluctuations which
+are economically important. The various hours of the day, the seasons
+of the year, the atmospheric conditions of weather and climate, may
+have such influence. Some elements of this interplay have been cleared
+up in recent years. Just as the experiments of pedagogical psychology
+have determined the exact curve of efficiency during the period of an
+hour in school, so other investigations have traced the typical curve
+of psychical efficiency throughout the day and the year. Sociological
+and criminological statistics concerning the fluctuations in the
+behavior of the masses, common-sense experience of practical life, and
+finally, economic statistics concerning the quantity and quality of
+industrial output in various parts of the day and of the year, have
+supplemented one another. The systematic <a name="Page_222" id="Page_222" />assistance of the
+psychological laboratory, however, has been confined to the
+educational aspect of the problem. Psychological experiments have
+determined how the achievement of the youth in the schoolroom changes
+with the months of the year and the hours of the day. It seems as if
+it could not be difficult to secure here, too, a connection between
+exact experiment and economic work. Much will have to be reduced to
+individual variations. The laboratory has already confirmed the
+experience of daily life that there are morning workers whose
+strongest psychophysical efficiency comes immediately after the
+night's rest, while the day's work fatigues them more and more; and
+that there are evening workers who in the morning still remain under
+the after effects of the night's sleep, and who slowly become fresher
+and fresher from the stimuli of the day. It would seem not impossible
+to undertake a systematic selection of various individuals under this
+point of view, as different industrial tasks demand a different
+distribution of efficiency between morning and night.</p>
+
+<p>Such a selection and adjustment may be economically still more
+important with reference to the fluctuations during the course of the
+year. Economic inquiries, for instance, have suggested that younger
+and older workingmen who ordinarily<a name="Page_223" id="Page_223" /> show the same efficiency become
+unequal in their ability to do good work in the spring months, and the
+economists have connected this inequality with sexual conditions. But
+other factors as well, especially the blood circulation of the
+organism and the resulting reactions to external temperature,
+different gland activities, and so on, cause great personal
+differences in efficiency during the various seasons of the year.
+Inasmuch as we know many economic occupations in which the chief
+demand is made in one or another period of the year, a systematic
+study of these individual variations might be of high economic value,
+where large numbers are involved, and might contribute much to the
+individual comfort of the workers. But a constant relation to day and
+year also seems to exist independent of all personal variations. When
+the sun stands at its meridian, a minimum of efficiency is to be
+expected and a similar minimum is to be found at the height of summer.
+Correspondingly we have an increase of the total psychical efficiency
+in winter-time. During the spring-time the behavior seems, as far as
+the investigations go, to be different in the intellectual and in the
+psychomotor activities. It is claimed that the efficiency of the
+intellectual functions decreases as the winter recedes, but that the
+efficiency of psychomotor impulses increases.<a name="FNanchor_44_44" id="FNanchor_44_44" /><a href="#Footnote_44_44" class="fnanchor">[44]</a></p>
+
+<p><a name="Page_224" id="Page_224" />The influences of the daily temperature, of the weather and of the
+seasons may be classed among the physical conditions of efficiency. We
+may group with them the effects of nourishment, of stimulants, of
+sleep, and so on. As far as the relations between these external
+factors and purely bodily muscle work are involved, the interests of
+the psychologists are not engaged. But it is evident that every one of
+these relations also has its psychological aspect, and that a really
+scientific psychotechnical treatment of these problems can become
+possible only through the agency of psychological experiments. We have
+excellent experimental investigations concerning the influence of the
+loss of sleep on intellectual labor and on simple psychomotor
+activities. But it would be rather arbitrary to deduce from the
+results of those researches anything as to the effect of reduction of
+sleep on special economic occupations. Yet such knowledge would be of
+high importance. We have in the literature concerned with accidents in
+transportation numerous popular discussions about the destructive
+influence of loss of sleep on the attention of the locomotive engineer
+or of the helmsman or of the chauffeur, but an analysis of the
+particular psychophysical processes does not as yet exist and can be
+expected only from systematic experiments. Nor has the influence <a name="Page_225" id="Page_225" />of
+hunger on psychotechnical activities been studied in a satisfactory
+way.</p>
+
+<p>A number of psychological investigations have been devoted to the
+study of the influence of alcohol on various psychical functions and
+in this field at least the strictly economic problem of industrial
+labor has sometimes been touched. We have the much quoted and much
+misinterpreted experiments <a name="FNanchor_45_45" id="FNanchor_45_45" /><a href="#Footnote_45_45" class="fnanchor">[45]</a> which were carried on in Germany with
+typesetters. The workmen received definite quantities of heavy wine at
+a particular point in the work and the number of letters which they
+were able to set during the following quarter-hours were measured and
+compared with their normal achievement in fifteen minutes. The
+reduction of efficiency amounted on the average to 15 per cent of the
+output. It may be mentioned that the loss referred only to the
+quantity of the work and not at all to the quality. The well-known
+subjective illusory feeling of the subjects was not lacking; they
+themselves believed that the wine had reinforced their working power.
+As soon as such experiments are put into the service of economic life,
+they will have to be carried on with much more accurate adjustment to
+the special conditions, with subtler gradation of the stimuli, and
+especially with careful study of individual factors. But at first it
+seems more in the <a name="Page_226" id="Page_226" />interest of the practical task that the extremely
+complicated problem of the influence of alcohol be followed up by
+purely theoretical research in the laboratory in order that the effect
+may be resolved into its various components. We must first find the
+exact facts concerning the influence of alcohol on elementary
+processes of mental life, such as perception, attention, memory, and
+so on, and this will slowly prepare the way for the complete economic
+experiment.</p>
+
+<p>At present the greatest significance for the economic field may be
+attached to those alcohol experiments which dealt with the
+apprehension of the outer world. They proved a reduction in the
+ability to grasp the impressions and a narrowing of the span of
+consciousness. The indubitable decrease of certain memory powers, of
+the acuity in measuring distance, of the time estimation, and similar
+psychical disturbances after alcohol, must evidently be of high
+importance for industry and transportation, while the well-known
+increase of the purely sensory sensibility, especially of the visual
+acuity after small closes of alcohol, hardly plays an important r&ocirc;le
+in practical life. The best-known and experimentally most studied
+effect of alcohol, the increase of motor excitability, also evidently
+has its importance for industrial achievements. It cannot be denied
+that this facility<a name="Page_227" id="Page_227" /> of the motor impulses after small doses of alcohol
+is not a real gain, which might be utilized economically, but is
+ultimately an injury to the apparatus, even if we abstract from the
+retardation of the reaction which comes as an after-effect. The
+alcoholic facilitation, after all, reduces the certainty and the
+perfection of the reaction and creates conditions under which wrong,
+and this in economic life means often dangerous, motor responses
+arise. The energy of the motor discharge suffers throughout from the
+alcohol.</p>
+
+<p>Some experiments which were recently carried on with reference to the
+influence of alcohol on the power of will seem to have especial
+significance for the field of economic activity. The method applied in
+the experiment was the artificial creation of an exactly measurable
+resistance to the will-impulse directed toward a purpose. The
+experiment had to determine what power of resistance could be overcome
+by the will and how far this energy changes under the influence of
+alcohol. For this end combinations of meaningless syllables were
+learned and repeated until they formed a close connection in memory.
+If one syllable was given, the mechanical tendency of the mind was to
+reproduce the next syllable in the memorized series. The
+will-intention was then directed toward breaking this memory type. For
+<a name="Page_228" id="Page_228" />instance, it was demanded, when a syllable was called, that the
+subject should not answer with the next following syllable, but with a
+rhyming syllable. This will-impulse easily succeeded when the
+syllables to be learned had been repeated only a few times, while
+after a very frequent repetition the memory connection offered a
+resistance which the simple will-intention could not break. The
+syllable which followed in the series rushed to the mind before the
+intention to seek a rhyming syllable could be realized. The number of
+repetitions thus became a measure for the power of the will. After
+carrying out these experiments at first under normal conditions, they
+were repeated while the subjects were under the influence of exactly
+graded doses of alcohol.<a name="FNanchor_46_46" id="FNanchor_46_46" /><a href="#Footnote_46_46" class="fnanchor">[46]</a> From such simple tasks the experiment was
+turned to more and more complex ones of similar structure. All
+together they showed clearly that the alcohol did not influence the
+ability to make the will effective and that the actual decrease of
+achievement results from a decrease in the ability to grasp the
+material. As long as the alcohol doses are small, this feeling of
+decreased ability stirs up a reinforcement in the tension of the
+will-impulse. This may go to such an extent that the increased
+will-effort not only compensates for the reduced understanding, but
+even over-compensates for it, producing an <a name="Page_229" id="Page_229" />improvement in the mental
+work. But as soon as the alcohol doses amount to about 100 cubic
+centimeters, the increased tension of the will is no longer sufficient
+to balance the paralyzing effect in the understanding. Yet it must not
+be overlooked that in all these experiments only isolated will acts
+were in question which were separated from one another by pauses of
+rest. Evidently, however, the technical laborer is more often in a
+situation in which not isolated impulses, but a continuous tension of
+the will is demanded. How far such an uninterrupted will-function is
+affected by alcohol has not as yet been studied with the exact means
+of the experiment.</p>
+
+<p>To be sure an obvious suggestion would be that the whole problem, as
+far as economics, and especially industry, are concerned, might be
+solved in a simpler way than by the performance of special
+psychological experiments, namely, by the complete elimination of
+alcohol itself from the life of the wage-earner. The laboratory
+experiment which seems to demonstrate a reduction of objective
+achievement in the case of every important mental function merely
+supplements in exact language the appalling results indicated by
+criminal statistics, disease statistics, and inheritance statistics.
+It seems as if the time had come when scientists could not with a good
+<a name="Page_230" id="Page_230" />conscience suggest any other remedy than the merciless suppression of
+alcohol. Indeed, there can be no doubt that alcohol is one of the
+worst enemies of civilized life, and it is therefore almost with
+regret that the scientist must acknowledge that all the psychological
+investigations, which have so often been misused in the partisan
+writings of prohibitionists, are not a sufficient basis to justify the
+demand for complete abstinence.</p>
+
+<p>First, newer experiments make it very clear that many of the so-called
+effects of alcohol which the experiment has demonstrated are produced
+or at least heightened by influences of suggestion. Experiments which
+have been carried on in England for the study of that point show
+clearly that certain psychical disturbances which seem to result from
+small doses of alcohol fail to appear as soon as the subject does not
+know that he has taken alcohol. For that purpose it was necessary to
+eliminate the odor, and this was accomplished by introducing the
+beverages into the organism by a stomach pump. When by this method
+sometimes water and sometimes diluted alcohol was given without the
+knowledge of the subject, the usual effects of small doses of alcohol
+did not arise. But another point is far more important. We may take it
+for granted that alcohol reduces the ability for achievement as soon
+as such very small <a name="Page_231" id="Page_231" />doses are exceeded. But from the standpoint of
+economic life we have no right to consider a reduction of the
+psychical ability to produce work as identical with a decrease in the
+economic value of the personality. Such a view would be right if the
+influence necessarily set in at the beginning of the working period.
+But if, for instance, a moderate quantity of beer is introduced into
+the organism after the closing of the working day, it would certainly
+produce an artificial reduction of the psychical ability, and yet this
+decrease of psychophysical activity might be advantageous to the total
+economic achievement of the workingman in the course of the week or
+the year. To be sure the glass of beer in the evening paralyzes
+certain inhibitory centres of the brain and therefore puts the mind
+out of gear, but such a way of expressing it may easily be misleading,
+as it suggests too much that a real injury is done. From the point of
+view of scientific psychology, we must acknowledge that such a
+paralyzing effect in certain parts of the psychophysical system sets
+in with every act of attention and reaches its climax in sleep, which
+surely does no harm to the mind. It may be thoroughly advantageous for
+the total work of the normal, healthy, average workingman if the after
+effects of the motor excitement of the day are eliminated by a mild,
+short alcoholic <a name="Page_232" id="Page_232" />poisoning in the evening. It may produce that
+narrowing and dulling of consciousness which extinguishes the cares
+and sorrows of the day and secures the night's sleep, and through it
+increased efficiency the next morning. Systematic experiments with
+exact relation to the various technical demands must slowly bring real
+insight into this complex situation. The usual hasty generalization
+from a few experiments with alcohol for partisan interests is surely
+not justified in the present unsatisfactory state of knowledge.<a name="FNanchor_47_47" id="FNanchor_47_47" /><a href="#Footnote_47_47" class="fnanchor">[47]</a></p>
+
+<p>Perhaps we know still less of the influences which coffee, tea,
+tobacco, sweets, and so on exert on the life of the industrial worker.
+It will be wise to resolve these stimuli in daily use into their
+elements and to study the effects of each element in isolated form. To
+know, for instance, the effects of caffein on the psychophysical
+activities does not mean to know the effects of tea or coffee, which
+contain a variety of other substances besides the caffein, substances
+which may be supposed to modify the effect of the caffein. Yet the
+first step must in this case be the study of the effects of the
+isolated caffein, before the total influences of the familiar
+beverages can be followed up. An excellent investigation of this
+caffein effect on various psychological and psychomotor functions has
+recently been completed.<a name="FNanchor_48_48" id="FNanchor_48_48" /><a href="#Footnote_48_48" class="fnanchor">[48]</a> When <a name="Page_233" id="Page_233" />the caffein effect on tapping
+movements was studied, it was found that it works as a stimulation,
+sometimes preceded by a slight initial retardation. It persists from
+one to two hours after doses of from one to three grains and as long
+as four hours after doses of six grains. The steadiness test showed a
+slight nervousness after several hours after doses of from one to four
+grains. After six grains there is pronounced unsteadiness. A complex
+test in co&ouml;rdination indicated that the effect of small, amounts of
+caffein is a stimulation and that of large amounts a retardation.
+Correspondingly the speed of performance in typewriting is heightened
+by small doses of caffein and retarded by larger doses. In both cases
+the quality of the performance as measured by the number of errors is
+superior to the normal result.</p>
+
+<p>The influences of the physiological stimulants have many points of
+contact with the effects of social entertainment, the significance of
+which for the economic life is still rather unknown in any exact
+detail. Many factories in which the labor is noiseless, as in the
+making of cigars, have introduced gramophone music or reading aloud,
+and it is easy to understand theoretically that a certain animating
+effect results, which stimulates the whole psychophysical activity But
+only the experiment would be able to decide how this <a name="Page_234" id="Page_234" />stimulation is
+related, for instance, to the distraction of attention, which is
+necessarily involved, or how it influences various periods of the work
+and various types of work, how far it is true that the musical key
+exerts an exciting or relaxing influence, what intensity and what
+local position, what rhythm and what duration of such &aelig;sthetic
+stimuli, would bring the best possible economic results. We all have
+read of the favorable effects which were secured in a factory when a
+cat was brought into every working-room in which women laborers were
+engaged in especially fatiguing work. The cat became a living toy for
+the employees, which stimulated their social consciousness. In not a
+few plants the reinforced achievement is explained by the social means
+of entertainment, which have been introduced under the pressure of
+modern philanthropic ideas. The lounging-rooms with the newspapers and
+periodicals the clubrooms with libraries, the excursions and dances
+and patriotic festivities, fill up the reservoir of psychophysical
+energies. As a matter of course all the social movements which enhance
+the consciousness of solidarity among the laborers and the feeling of
+security as to their future development in their career have a similar
+effect of reinforcing the normal psychical achievement.</p>
+
+<p><a name="Page_235" id="Page_235" />As the strongest factor, finally, the direct material interest must
+be added to these conditions. The literature of political economy is
+full of discussions of the effect of increase of wages, of the payment
+of bonuses and premiums, of piece-wages, of promised pensions, and, as
+far as Europe is concerned, of state insurance. In short, the whole
+individual financial situation in its relation to the psychophysical
+achievement of the wage-earner is a favorite topic of economic
+inquiry. We cannot participate here in these inexhaustible
+discussions, because all these questions are to-day still so endlessly
+far from the field of psychological experiments. Nevertheless we ought
+not to forget the experience through which general experimental
+psychology has gone in the last few decades. When the first
+experiments were undertaken in order to deal systematically with the
+mental life, the friends of this new science and its opponents agreed,
+on the whole, in the belief that certainly only the most elementary
+phenomena of consciousness, the sensations and the reactions of
+impulses, would be accessible to the new method. The opponents
+naturally compared this modest field with the great problems of the
+mental totality, and therefore ridiculed the new narrow task as
+unimportant. The friends, on the other hand, were eager to follow the
+<a name="Page_236" id="Page_236" />fresh path, because they were content to gain real exactitude by the
+experiment at least in these simplest questions. Yet as soon as the
+new independent workshops were established for the young science, it
+was discovered that the method was able to open fields in which no one
+had anticipated its usefulness. The experiments turned to the problems
+of attention, of memory, of imagination, of feeling, of judgment, of
+character, of &aelig;sthetic experience and so on. It is not improbable that
+the method of the economic psychological experiment may also quickly
+lead beyond the more elementary problems, as soon as it is
+systematically applied, and then it, too, may conquer regions of
+inquiry in which to-day no exact calculation of the psychological
+factors seems possible.</p>
+
+<p>If such an advance is to be a steady one, the economic psychologist
+will emancipate himself from the chance question of what problems are
+at this moment important for commerce and industry and will proceed
+systematically step by step from those results which the psychological
+laboratory has yielded under the non-economic points of view. Many
+previous psychological or psychophysical inquiries almost touch the
+problems of industrial achievement. For instance, the experiments on
+imitation, which psychophysicists have carried on in purely
+theoretical <a name="Page_237" id="Page_237" />or pedagogical interests, move parallel to industrial
+experiences. It is well known that the pacemaker plays his r&ocirc;le not
+only in the field of sport but also in the factory. The rhythm of one
+laborer gains controlling importance for the others, who instinctively
+imitate him. Some plants even have automatically working machines with
+the special intention that the sharp rhythm of these lifeless
+forerunners shall produce an involuntary imitation in the
+psychophysical system. In a similar way many laboratory investigations
+on suggestion and suggestibility point to such economic processes, and
+it seems to me that especially the studies on the influence of the
+ideas of purpose which are being undertaken nowadays in many
+psychological laboratories may easily be connected with the problems
+of economic life. We know how the consciousness of the task to be
+performed has an organizing influence on the system of those
+psychophysical acts which lead to the goal. The experiment has shown
+under which conditions this effect can be reinforced and under which
+reduced. Pedagogical experiments have also shown exactly what
+influence belongs to the consciousness of the approach to the end of
+work; the feeling of the nearness of the close heightens the
+achievement, even of the fatigued subject. It would not be <a name="Page_238" id="Page_238" />difficult
+to connect psychophysical experiments of this kind with the problems
+of the task and bonus system, which is nowadays so much discussed in
+industrial life. The practical successes seem to prove that the
+individual can do more with equal effort if he does not stand before
+an unlimited mass of work of which he has to do as much as possible in
+the course of the day, but if he is before a definitely determined,
+limited task with the demand that he complete it in an exactly
+calculated time. Scientific management has made far-reaching use of
+this principle, but whether constant results for the various
+industries can be hoped for from such methods must again be
+ascertained by the psychological experiment.</p>
+
+<p>These hopes surely will not weaken the interest of the psychologist
+for those many psychological methods which lie outside of the
+experimental research. A sociologist, who himself had been a laborer
+in his earlier life, undertook in Germany last year an inquiry into
+the psychological status of the laborers' achievement by the
+questionnaire method.<a name="FNanchor_49_49" id="FNanchor_49_49" /><a href="#Footnote_49_49" class="fnanchor">[49]</a> He sent to 8000 workingmen in the mining
+industries, textile industries, and metal industries, blanks
+containing 26 questions, and received more than 5000 replies. The
+questions referred to the pleasure and interest in the work, to
+preferences, to fatigue, to the thoughts during <a name="Page_239" id="Page_239" />the work, to the
+means of recreation, to the attitude toward the wages, to the
+emotional situation, and so on. The 5000 answers allowed manifold
+classifications. The various mental types of men could be examined,
+the influence of the machine, the attitude toward monotony, the
+changes of pleasure and interest in the work with the age of the
+laborer, the time at which fatigue becomes noticeable, and so on. Many
+psychological elements of industrial life thus come to a sharp focus
+and the strong individual differences could not be brought out in a
+more characteristic way. Yet, all taken together, even such a careful
+investigation on a psychostatistical basis strongly suggests that a
+few careful experimental investigations could lead further than such a
+heaping-up of material gathered from men who are untrained in
+self-observation and in accurate reports, and above all who are
+accessible to any kind of suggestion and preconceived idea. The
+experimental method is certainly not the only one which can contribute
+to reforms in industrial life and the reinforcement of industrial
+efficiency, but all signs indicate that the future will find it the
+most productive and most reliable.<a name="Page_240" id="Page_240" /><a name="Page_241" id="Page_241" /><a name="Page_242" id="Page_242" /></p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="PART_III" id="PART_III" /><a name="Page_243" id="Page_243" />PART III</h2>
+
+<h3>THE BEST POSSIBLE EFFECT</h3>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XIX" id="XIX" />XIX</h2>
+
+<h3>THE SATISFACTION OF ECONOMIC DEMANDS</h3>
+
+
+<p>Every economic function comes in contact with the mental life of man,
+first from the fact that the work is produced by the psyche of
+personalities. This gave us the material for the first two parts of
+our discussion. We asked what mind is best fitted for the particular
+kind of work, and how the mind can be led to the best output of work.
+But it is evident that the real meaning of the economic process
+expresses itself in an entirely different contact between work and
+mind. The economic activity is separated from all other processes in
+the world, not by the fact that it involves labor and achievement by
+personalities, but by the fact that this labor satisfies a certain
+group of human desires which we acknowledge as economic. The mere
+performance of labor, with all the psychical traits of attention and
+fatigue and will-impulses and personal qualities, does not in itself
+constitute anything of economic value. <a name="Page_244" id="Page_244" />For instance, the sportsman
+who climbs a glacier also performs such a fatiguing activity which
+demands the greatest effort of attention and will; and yet the
+psychotechnics of sport do not belong in economic psychology, because
+this mountain climbing does not satisfy economic desires. The ultimate
+characteristic which designates an activity as economic is accordingly
+a certain effect on human souls. The whole whirl of the economic world
+is ultimately controlled by the purpose of satisfying certain
+psychical desires. Hence this psychical effect is still more
+fundamental for the economic process than its psychical origin in the
+mental conditions of the worker. The task of psychotechnics is
+accordingly to determine by exact psychological experiments how this
+mental effect, the satisfaction of economic desires, can be secured in
+the quickest, in the easiest, in the safest, in the most enduring, and
+in the most satisfactory way.</p>
+
+<p>But we must not deceive ourselves as to the humiliating truth that so
+far not the slightest effort has been made toward the answering of
+this central scientific question. If the inquiry into the psychical
+effects were really to be confined to this problem of the ultimate
+satisfaction of economic desires, scientific psychology could not
+contribute any results and could not offer anything but hopes <a name="Page_245" id="Page_245" />and
+wishes for the future. At the first glance it might appear as if just
+here a large amount of literature exists; moreover, a literature rich
+in excellent investigations and ample empirical material. On the one
+side the political economists, with their theories of economic value
+and their investigations concerning the conditions of prices and the
+development of luxury, the calculation of economic values from
+pleasure and displeasure and many similar studies, have connected the
+economic processes with mental life; on the other side the
+philosophers, with their theories of value, have not confined
+themselves to the ethical and &aelig;sthetic motives, but have gone deeply
+into the economic life too. While such studies of the economists and
+of the philosophers are chiefly meant to serve theoretical
+understanding, it might seem easy to deduce from them technical
+practical prescriptions as well. If we know that under particular
+conditions certain demands will be satisfied, we draw the conclusion
+that we must realize those conditions whenever such demands are to be
+satisfied. The theoretical views of the economists and of the
+philosophers of value might thus be directly translated into
+psychotechnical advice.</p>
+
+<p>As soon as we look deeper into the situation, we must recognize that
+this surface impression <a name="Page_246" id="Page_246" />is entirely misleading. Certainly whenever
+the philosophers or political economists discuss the problems of value
+and of the satisfaction of human demands, they are using psychological
+terms, but the whole meaning which they attach to these terms,
+feeling, emotion, will, desire, pleasure, displeasure, joy, and pain,
+is essentially different from that which controls the causal
+explanations of scientific psychology. We cannot enter into the real
+fundamental questions here, which are too often carelessly ignored
+even in scientific quarters. Too often psychology is treated, even by
+psychologists, as if it covered every possible systematic treatment of
+inner experience, and correspondingly outsiders like the economists
+fancy that they are on psychological ground and are handling
+psychological conceptions as soon as they make any statements
+concerning the inner life. But if we examine the real purposes and
+presuppositions of the various sciences, we must recognize that the
+human experience can be looked on from two entirely different points
+of view. Only from one of the two does it present itself as
+psychological material and as a fit object for psychological study.
+From the other point of view, which is no less valuable and no less
+important for the understanding of our inner life, human experience
+offers itself as a reality with which psychology <a name="Page_247" id="Page_247" />as such has nothing
+to do, even though it may be difficult to eliminate the usual
+psychological words.</p>
+
+<p>The psychologist considers human experience as a series of objects for
+consciousness. All the perceptions and memory ideas and imaginative
+ideas and feelings and emotions, are taken by him as mental objects of
+which consciousness becomes aware, and his task is to describe and to
+explain them and to find the laws for their succession. He studies
+them as a naturalist studies the chemical elements or the stars. It
+makes no difference whether his explanation leads him to connect these
+mental contents with brain processes as one theory proposes, or with
+subconscious processes as another theory suggests. The entirely
+different aspect of inner life is the one which is most natural in our
+ordinary intercourse. Whenever we give an account of our inner life or
+are interested in the experience of our friends, we do not consider
+how their mental experiences as such objective contents of
+consciousness are to be described and explained, but we take them as
+inner actions and attitudes toward the world, and our aim is not to
+describe and to explain them but to interpret and to understand them.
+We do not seek their elements but their meaning, we do not seek their
+causes and effects but their inner <a name="Page_248" id="Page_248" />relations and their inner
+purposes. In short, we do not take them at all as objects but as
+functions of the subject, and our dealing with them has no similarity
+to the method of the naturalist.</p>
+
+<p>This method of practical life in which we seek to express and to
+understand a meaning, and relate every will-act to its aim, is not
+confined to the mere popular aspect; it can lead to very systematic
+scholarly treatment. It is exactly the treatment which is fundamental
+in the case of all history, for example, or of law, or of logic. That
+is, the historian makes us understand the meaning of a personality of
+the past and is really interested in past events only as far as human
+needs are to be interpreted. It would be pseudo-psychology, if we
+called such an account in the truly historical spirit a psychological
+description and explanation. The student of law interprets the meaning
+of the will of the legislator; he does not deal with the idea of the
+law as a psychological content. And the logician has nothing to do
+with the idea as a conscious object in the mind; he asks as to the
+inner relations of it and as to the conclusions from the premises. In
+short, wherever historical interpretations or logical deductions are
+needed, we move on in the sphere of human life as it presents itself
+from the standpoint of immediate true experience without artificially
+moulding it into the <a name="Page_249" id="Page_249" />conceptions of psychology. On the other hand, as
+soon as the psychological method is applied, this immediate life
+meaning of human experience is abandoned, and instead of it is gained
+the possibility of considering the whole experience as a system of
+causes and effects. Mental life is then no longer what it is to us in
+our daily intercourse, because it is reconstructed for the purposes of
+this special treatment, just as the water which we drink is no longer
+our beverage if we consider it under the point of view of chemistry as
+a combination of hydrogen and oxygen. Hence we have not two statements
+one of which is true and the other ultimately untrue; on the contrary,
+both are true. We have a perfect right to give the value of truth to
+our experience with water as a refreshing drink, and also to the
+formula of the chemist. With a still better right we may claim that
+both kinds of mental experience are equally true. Hence not a word of
+objection is raised against the discussions of the historians and the
+philosophers, if we insist that their so-called psychology stands
+outside of the really descriptive and explanatory account of mental
+life, and is therefore not psychology in the technical sense of the
+word.</p>
+
+<p>It is this historical attitude which controls all the studies of the
+political economists. They <a name="Page_250" id="Page_250" />speak of the will-acts of the individuals
+and of their demands and desires and satisfactions, but they do not
+describe and explain them; they want to interpret and understand them.
+They may analyze the motives of the laborer or of the manufacturer,
+but those motives and impulses interest them not as contents of
+consciousness, but only as acts which are directed toward a goal. The
+aim toward which these point by their meaning, and not the elements
+from which they are made up or their causes and effects, is the
+substance of such economic studies. For such a subjective account of
+the meaning of actions the only problem is, indeed, the correct
+understanding and interpretation, and the consistent psychologist who
+knows that it is not his task to interpret but to explain has no right
+to raise any questions here. It is, therefore, only a confusing
+disturbance, if a really psychological, causal explanation is mixed
+into the interpretation of such a system of will-acts and purposes. It
+is true we find this confusion in many modern works on economics.
+Economists know that a scientific explanatory study of the human mind
+exists, and they have a vague feeling that they have no right to
+ignore this real psychology, instead of recognizing that the
+psychology really has nothing to do with their particular problem. The
+result is that they constantly <a name="Page_251" id="Page_251" />try to discuss the impulses and
+instincts, the hunger and thirst and sexual desire, and the higher
+demands for fighting and playing and acquiring, for seeking power and
+social influence, as a psychologist would discuss them, referring them
+to biological and physiological conditions and explaining them
+causally. Yet as soon as they come to their real problems and enter
+into the interpretation and meaning of these economic energies, they
+naturally slide back into the historical, economic point of view and
+discuss the economic relations of men without any reference to their
+psychologizing preambles. The application of the psychological,
+scientific method to the true economic experience is therefore not
+secured at all in this way. The demands and volitions which they
+disentangle are not the ones which the psychophysiologist studies,
+because they are left in their immediate form of life reality. They
+are accordingly inaccessible to the point of view of experimental
+psychology, and nothing can be expected from such interpretative
+discussions of the economists for the psychotechnics at which the
+psychologist is aiming. Even where the political economists deal with
+the problems of value in exact language, nothing is gained for the
+kind of insight for which the psychologist hopes, and the
+psychologists must therefore go on with their <a name="Page_252" id="Page_252" />own methods, if they
+are ever to reach a causal understanding of the means by which a
+satisfaction of the economic demands may be effected.</p>
+
+<p>So far the psychologists have not even started to examine these
+economic feelings, demands, and satisfactions with the means of
+laboratory psychology. Hence no one can say beforehand how it ought to
+be done and how to gain access to the important problems, inasmuch as
+the right formulation of the problem and the selection of the right
+method would here as everywhere be more than half of the solution. It
+must be left to the development of science for the right
+starting-point and the right methods to be discovered. Sometimes, to
+be sure, the experiment has at least approached this group of economic
+questions. For instance, the investigations of the so-called
+psychophysical law have often been brought into contact with the
+experiences of ownership and acquirement. The law, well known to every
+student of psychology, is that the differences of intensity in two
+pairs of sensations are felt as equal, when the two pairs of stimuli
+are standing in the same relation. The difference between the
+intensities of the light sensations from 10 candles and 11 candles is
+equal to that from 50 candles and 55 candles, from 100 candles and
+110, from 500 candles and 550: that is, the difference of one
+additional <a name="Page_253" id="Page_253" />candle between 10 and 11 appears just as great as the
+difference of 50 candles between 500 and 550. The psychologists have
+claimed that in a corresponding way the same feeling of difference
+arises when the amounts of possessions stand in the same relation.
+That is, the man who owns $100 feels the gain or loss of $1 as much as
+one who owns $100,000 feels the gain or loss of $1000. Not the
+absolute amount of the difference, but the relative value of the
+increase or decrease is the decisive influence on the psychological
+effect. Some experimental investigations concerning feelings have also
+come near to the economic boundaries. The study of the contrast
+feelings and of the relativity of feelings, for instance, has points
+of contact with the economic problem of how far economic progress,
+with its stirring up and satisfying of continually new demands, really
+adds to the quantity of human enjoyment. In other words, how far are
+those sociologists right who are convinced that by the technical
+complexity of modern life, with all its comforts and mechanizations,
+the level of individual life is raised, but that the oscillations
+about this average level remain the same and produce the same amount
+of pleasure and pain? The technical advance would therefore bring no
+increase of human pleasure.</p>
+
+<p>We might also put into this class the meagre <a name="Page_254" id="Page_254" />experimental
+investigations concerning the mutual influence of feelings. When
+sound, light, and touch impressions, each of which, isolated, produces
+a feeling of a certain degree, are combined with one another, the
+experiment can show very characteristic changes in the intensity of
+pleasure and displeasure. From such routine experiments of the
+laboratory it might not be difficult to come to more complex
+experiments on the mutual relations of feeling values and especially
+of the combinations of pleasure with displeasure. This would lead to
+an insight into the processes which are involved in the fixing of
+prices, as they are always dependent upon the pleasure in the
+acquisition and the displeasure in the outlay. The exact psychology of
+the future may thus very well determine the conditions under which the
+best effects for the satisfaction of economic demands may be secured,
+but our present-day science is still far from such an achievement: and
+it seems hardly justifiable to propose methods to-day, as it would be
+like drawing a map with detailed paths for a primeval forest which is
+still inaccessible.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XX" id="XX" /><a name="Page_255" id="Page_255" />XX</h2>
+
+<h3>EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS</h3>
+
+
+<p>We have said that the time has not yet come for discussing from the
+standpoint of experimental psychology the means to secure the ultimate
+effects of economic life, namely, the satisfaction of economic
+demands. If this were the only effect which had economic significance,
+this whole last part of our little book would have to remain a blank,
+as we wanted to deal here with the securing of the best effects after
+having studied the securing of the best man and of the best work. Yet
+these ultimate ends are certainly not the only mental effects which
+become important in the course of economic processes. In order to
+reach that final end of the economic movement, often an unlimited
+number of part processes distributed over space and time must
+co&ouml;perate. The satisfaction of our thirst in a tea-room may be a
+trivial illustration of such a final effect, but it is clear that in
+order to produce this ultimate mental effect of satisfying the thirst,
+thousands of economic processes must have preceded. To bring the tea
+and the sugar and the lemon to the table, <a name="Page_256" id="Page_256" />the porcelain cup and the
+silver spoon, wage-earners, manufacturers and laborers, exporters,
+importers, storekeepers, salesmen, and customers had to co&ouml;perate.
+Among such part processes which serve the economic achievement are
+always many which succeed only if they produce characteristic effects
+in human minds. The propaganda which the storekeeper makes, for
+instance, his display and his posters, serve the economic interplay by
+psychical effects without themselves satisfying any ultimate economic
+demand. They must attract the passer-by or impress the reader or
+stimulate his impulse to buy, and through all this they reach an end
+which is in itself not final, as no human desire to read
+advertisements exists. When the salesman influences the customer to
+buy something which may later help to satisfy a real economic demand,
+the art of his suggestive words secures a mental effect which again is
+in itself not ultimate. If the manufacturer influences his employees
+to work with more attention or with greater industry, or if the
+community stirs up the desire for luxury or the tendency to saving, we
+have mental effects which are of economic importance without being
+really ultimate economic effects.</p>
+
+<p>As far as these effects are necessary and justified stages leading to
+the ultimate satisfaction of <a name="Page_257" id="Page_257" />economic demands, it certainly is the
+duty of applied psychology to bring psychological experience and exact
+methods into their service. We emphasize the necessary and justified
+character of these steps, as it is evident that psychological methods
+may be made use of also by those who aim toward mental effects which
+are unjustified and which are not necessary for the real satisfaction
+of valuable demands. Psychological laws can also be helpful in
+fraudulent undertakings or in advertisements for unfair competition.
+The psychotechnical scientist cannot be blamed if the results of his
+experiments are misused for immoral purposes, just as the chemist is
+not responsible if chemical knowledge is applied to the construction
+of anarchistic bombs. But while psychology, as we have emphasized
+before, cannot from its own point of view determine the value of the
+end, the psychologist as a human being is certainly willing to
+co&ouml;perate only where the soundness and correctness of the ends are
+evident from the point of view of social welfare.</p>
+
+<p>In order to demonstrate the principle of this kind of psychotechnical
+help with fuller detail, at least by one illustration, I may discuss
+the case of the advertisements, the more as this problem has already
+been taken up in a somewhat systematic way by the psychological
+laboratories. We <a name="Page_258" id="Page_258" />have a number of careful experimental investigations
+referring to the memory-value, the attention-value, the
+suggestion-value, and other mental effects of the printed business
+advertisements. Of course this group of experimental investigations at
+once suggests an objection which we cannot ignore. A business
+advertisement, as it appears in the newspapers, is such an extremely
+trivial thing and so completely devoted to the egotistical desire for
+profit that it seems undignified for the scientist to spend his time
+on such nothings and to shoot sparrows with his laboratory
+cannon-balls. But on the one side nothing can be unworthy of thorough
+study from a strictly theoretical point of view. The dirtiest chemical
+substance may become of greatest importance for chemistry, and the
+ugliest insect for zo&ouml;logy. On the other side, if the practical point
+of view of the applied sciences is taken, the importance of the
+inquiry may stand in direct relation to the intensity of the human
+demand which is to be satisfied by the new knowledge. Present-day
+society is so organized that the economic advertisement surely serves
+a need, and its intensity is expressed by the well-known fact that in
+every year billions are paid for advertising. Measured by the amount
+of expenditure, advertising has become one of the largest and
+economically most important human <a name="Page_259" id="Page_259" />industries. It is, then, not
+astonishing that scientists consider it worth while to examine the
+exact foundations of this industry, but it is surprising that this
+industry could reach such an enormous development without being guided
+by the spirit of scientific exactitude which appears a matter of
+course in every other large business. As it is a function of science
+to study the physics of incandescent lamps or gas motors so as to
+bring the economically most satisfactory devices into the service of
+the community, it cannot be less important from the standpoint of
+national economics to study scientifically the efficiency of the
+advertisements in order that the national means may in this industry,
+too, secure the greatest possible effects. It is only a secondary
+point that experiments of this kind are of high interest to the
+theoretical scientist as well. For us the advertisement is simply an
+instrument constructed to satisfy certain human demands by its effects
+on the mind. It is a question for psychology to determine the
+conditions under which this instrument may be best adapted to its
+purpose.</p>
+
+<p>The mental effect of a well-adapted advertisement is manifold. It
+appeals to the memory. Whatever we read at the street corner, or in
+the pages of the newspaper or magazine, is not printed with the idea
+that we shall immediately turn to <a name="Page_260" id="Page_260" />the store, but first of all with
+the expectation that we keep the content of the advertisement in our
+memory for a later purchase. It will therefore be the more valuable
+the more vividly it forces itself on the memory. But if practical
+books about the art of advertising usually presuppose that this
+influence on the memory will be proportionate to the effect on the
+attention, the psychologist cannot fully agree. The advertisement may
+attract the attention of the reader strongly and yet by its whole
+structure may be unfit to force on the memory its characteristic
+content, especially the name of the firm and of the article. The pure
+memory-value is especially important, as according to a well-known
+psychological law the pleasure in mere recognition readily attaches
+itself to the recognized object. The customer who has the choice among
+various makes and brands in the store may not have any idea how far
+one is superior to another, but the mere fact that one among them
+bears a name which has repeatedly approached his consciousness before
+through advertisements is sufficient to arouse a certain warm feeling
+of acquaintance, and by a transposition of feeling this pleasurable
+tone accentuates the attractiveness of that make and leads to its
+selection. This indirect help through the memory-value is economically
+no less important than the direct service.</p>
+
+<p><a name="Page_261" id="Page_261" />In order to produce a strong effect on memory the advertisement must
+be easily apprehensible. Psychological laboratory experiments with
+exact time-measurement of the grasping of various advertisements of
+the same size for the same article, but in different formulations,
+demonstrated clearly how much easier or harder the apprehension became
+through relatively small changes. No mistake in the construction of
+the advertisement causes so much waste as a grouping which makes the
+quick apperception difficult. The color, the type, the choice of
+words, every element, allows an experimental analysis, especially by
+means of time-measurement. If we determine in thousandths of a second
+the time needed to recognize the characteristic content of an
+advertisement, we may discriminate differences which would escape the
+na&iuml;ve judgment, and yet which in practical life are of considerable
+consequence, as the effect of a deficiency is multiplied by the number
+of readers.</p>
+
+<p>We must insist on the further demand that the advertisement make a
+vivid impression, so that it may influence the memory through its
+vividness. Size is naturally the most frequent condition for the
+increase of vividness, but only the relative size is decisive. The
+experiment shows that the full-page advertisement in a folio magazine
+does not <a name="Page_262" id="Page_262" />influence the memory more than the full page in a quarto
+magazine, if the reader is for the time adjusted to the particular
+size. No less important than the size is the originality and the
+unusual form, the vivid color, the skillful use of empty spaces, the
+associative elements, the appeal to humor or to curiosity, to sympathy
+or to antipathy. Every emotion can help to impress the content of the
+advertisement on the involuntary memory. Unusual announcements
+concerning the prices or similar factors move in the same direction.</p>
+
+<p>Together with the question of the apprehension and the vividness of
+the impression, we must acknowledge the frequency of repetition as an
+equally important factor. We know from daily life how an indifferent
+advertisement can force itself on our mind, if it appears daily in the
+same place in the newspaper or is visible on every street corner. But
+the psychologically decisive factor here is not the fact of the mere
+repetition of the impression, but rather the stimulation of the
+attention which results from the repetition. If we remained simply
+passive and received the impression the second and third and fourth
+time with the same indifference with which we noticed it the first
+time, the mere summation would not be sufficient for a strong effect.
+But the second <a name="Page_263" id="Page_263" />impression makes the consciousness of recognition,
+thus exciting the attention, and through it we now turn actively to
+the repeated impression which forces itself on our memory with
+increased vividness on account of this active personal reaction.</p>
+
+<p>We may consider how such factors can be tested by the psychotechnical
+experiment. Scott, for instance, studied the direct influence of the
+relative size of the advertisements.<a name="FNanchor_50_50" id="FNanchor_50_50" /><a href="#Footnote_50_50" class="fnanchor">[50]</a> He constructed a book of a
+hundred pages from advertisements which had been cut from various
+magazines and which referred to many different articles. Fifty persons
+who did not know anything about the purpose of the experiment had to
+glance over the pages of the book as they would look though the
+advertising parts of a monthly. The time which they used for it was
+about ten minutes. As soon as they had gone through the hundred pages,
+they were asked to write down what they remembered. The result from
+this method was that the 50 persons mentioned on an average every
+full-page advertisement 6-1/2 times, every half-page less than 3
+times, every fourth-page a little more than 1 time, and the still
+smaller advertisements only about 1/7 time. This series of experiments
+suggested accordingly that the memory value of a fourth-page
+advertisement is much <a name="Page_264" id="Page_264" />smaller than one fourth of the memory-value of
+a full-page advertisement, and that of an eighth-page again much
+smaller than one half of the psychical value of a fourth-page. The
+customer who pays for one eighth of a page receives not the eighth
+part, but hardly the twentieth part of the psychical influence which
+is produced by a full page.</p>
+
+<p>These experiments, which were carried on in various forms, demanded as
+a natural supplement a study of the effects of repetition in relation
+to size. This was the object of a series of tests which I carried on
+recently in the Harvard laboratory. I constructed the following
+material: 60 sheets of Bristol board in folio size were covered with
+advertisements which were cut from magazines the size of the &quot;Saturday
+Evening Post&quot; and the &quot;Ladies' Home Journal.&quot; We used advertisements
+ranging from full-page to twelfth-page in size. Every one of the 6
+full-page advertisements which we used occurred only once, each of the
+12 half-page advertisements was given 2 times, each of the fourth-page
+size, 4 times, each of the eighth-page size, 8 times, and each of the
+twelfth-page size, 12 times. The repetitions were cut from 12 copies
+of the magazine number. The same advertisement never occurred on the
+same page; every page, unless it was covered by a full-page
+<a name="Page_265" id="Page_265" />advertisement, offered a combination of various announcements. It is
+evident that by this arrangement every single advertisement occupied
+the same space, as the 8 times repeated eighth-page advertisement
+filled a full page too. Thus no one of the 60 announcements which we
+used was spatially favored above another.</p>
+
+<p>Thirty persons took part in the experiment. Each one had to devote
+himself to the 60 pages in such a way that every page was looked at
+for exactly 20 seconds. Between each two pages was a pause of 3
+seconds, sufficient to allow one sheet to be laid aside and the next
+to be grasped. In 23 minutes the whole series had been gone through,
+and immediately after that every one had to write down what he
+remembered, both the names of the firms and the article announced. In
+the cases where only the name or only the article was correctly
+remembered, the result counted 1/2. We found great individual
+differences, probably not only because the memory of the different
+persons was different, but also because they varied in the degree of
+interest with which they looked at such material. The smallest number
+of reproductions was 18, of which 14 were only half remembered, that
+is, only the name or only the article, and as we counted these half
+reproductions 1/2, the memory-value for this person was counted 11.
+The <a name="Page_266" id="Page_266" />maximum reproduction was 46, of which 6 were half remembered.</p>
+
+<p>If these calculated values are added and the sum divided by the number
+of participants, that is, 30, and this finally by the number of the
+advertisements shown, that is, 60, we obtain the average memory-value
+of a single advertisement. The results showed that this was 0.44. But
+our real interest referred to the distribution for the advertisements
+of different size. If we make the same calculation, not for the
+totality of the advertisements but for those of a particular size, we
+find that the memory-value for the full-page advertisement was 0.33,
+for the 2 times repeated half-page advertisement, 0.30, for the 4
+times repeated fourth-page advertisement, 0.49, for the 8 times
+repeated eighth-page advertisement, 0.44, and for the 12 times
+repeated twelfth-page advertisement, 0.47. Hence we come to the result
+that the 4 times repeated fourth-page advertisement as 1-1/2 times
+stronger than one offering of a full-page, or the 2 times repeated
+half-page, but that this relation does not grow with a further
+reduction of the size. Two thirds of the subjects were men and one
+third women. On the whole, the same relation exists for both groups,
+but the climax of psychical efficiency was reached in the case of the
+men by the 4 times repeated <a name="Page_267" id="Page_267" />fourth-page, in the case of the women by
+the 8 times repeated eighth-page. The 4 times repeated fourth-page in
+the case of the women was 0.45, in the case of the men, 0.51, the 8
+times repeated eighth-page, women, 0.53, men, 0.37.</p>
+
+<p>I am inclined to believe that the ascent of the curve of the
+memory-value from the full-page to the fourth-page or eighth-page
+would have been still more continuous, if the whole-page
+advertisements had not naturally been such as are best known to the
+American reader. The whole-page announcement, therefore, had a certain
+natural advantage. But when we come to another calculation, even the
+effect of this advantage is lost. We examined the relations for the
+first 10 names and articles, which every one of the 30 persons wrote
+down. These first 10 were mostly dashed down quickly without special
+thought. They also included only a few half reproductions. When we
+study these 300 answers which the 30 persons wrote as their first 10
+reproductions, and calculate from them the chances which every one of
+the 60 advertisements had for being remembered, we obtain the
+following values: The probability of being remembered among the first
+10 was for the full-page advertisement, 0.5, for the half-page 2 times
+repeated, 1.2, for the fourth-page 4 times repeated, 2.9, for the
+eighth-page 8 times repeated, <a name="Page_268" id="Page_268" />2.3, and for the twelfth-page 12 times
+repeated, 2.4. The superiority of repetition over mere size appears
+most impressively in this form, but we see again in this series that
+the effect decreases even with increased number of repetitions as soon
+as the single advertisement sinks below a certain relative size, so
+that the 12 times repeated twelfth-page advertisement does not possess
+the memory-value of the 4 times repeated fourth-page advertisement. If
+Scott's experiments concerning the size and these experiments of mine
+concerning the repetition are right, the memory-value of the
+advertisements for economic purposes is dependent upon complicated
+conditions. A business man who brings out a full-page advertisement
+once in a paper which has 100,000 readers would leave the desired
+memory-impression on a larger number of individuals than if he were to
+print a fourth-page advertisement in four different cities in four
+local papers, each of which has 100,000 readers. But if he uses the
+same paper in one town, he would produce a much greater effect by
+printing a fourth of a page four times than by using a full-page
+advertisement once only.</p>
+
+<p>As a matter of course this would hold true only as far as size and
+repetition are concerned. Many other factors have to be considered
+besides. Some of these could even be studied with our material. <a name="Page_269" id="Page_269" />We
+could study from our results what memory-value is attached to the
+various forms of type or suggestive words, what influence to
+illustrations, how far they reinforce the impressiveness and how far
+they draw away the attention from the name and the object, how these
+various factors influence men and women differently, and so on. Other
+questions, however, demand entirely different forms of experiment. We
+may examine the effects of special contrast phenomena, of unusual
+background, of irregular borders and original headings. The particular
+position of the advertisement also deserves our psychological
+interest. The magazines receive higher prices for the cover pages and
+the newspapers for advertisements which are surrounded by reading
+matter. In both cases obvious practical motives are decisive. The
+cover page comes into the field of vision more frequently. What is
+surrounded by reading matter is less easily overlooked.</p>
+
+<p>But the newspaper world hardly realizes how much other variations of
+position influence the psychological effect. Starch<a name="FNanchor_51_51" id="FNanchor_51_51" /><a href="#Footnote_51_51" class="fnanchor">[51]</a> made
+experiments in which he did not use real advertisements, but
+meaningless syllables so as to exclude the influence of familiarity
+with any announcement. He arranged little booklets, each of 12 pages,
+on which a syllable such as <i>lod</i>, <i>zan</i>, <i>mep</i>, <i>dut</i>, <i>yib</i>, <a name="Page_270" id="Page_270" />and so
+on was printed in the middle of each page. Each of his 50 subjects
+glanced over the book and then wrote down what syllables remained in
+memory. He found that the syllables which stood on the first and last
+page were remembered by 34 persons, those on the second and eleventh
+by about 26, and those on the eight other pages by an average of 17
+persons. In the next experiment he printed one syllable in the middle
+of the upper and one in the middle of the lower half of each page. The
+results now showed that of those syllables which were remembered 54
+per cent stood on the upper half and 46 per cent on the lower half of
+the page. Finally, he divided every page into four parts and printed
+one syllable on the middle of each fourth of a page. The results
+showed that of the remembered syllables 28 per cent stood on the
+left-hand upper fourth, 33 per cent on the right-hand upper fourth, 16
+per cent left-hand lower, and 23 per cent right-hand lower. A
+fourth-page advertisement which is printed on the outer side of the
+upper half of the page thus probably has more than twice the
+psychological value of one which is printed on the inner side of the
+lower half. The economic world spends millions every year for
+advertisements on the upper right-hand side and millions for
+advertisements on the lower left-hand side, and is not aware that one
+represents twice <a name="Page_271" id="Page_271" />the value of the other. These little illustrations
+of advertisement experiments may suffice to indicate how much
+haphazard methods are still prevalent in the whole field of economic
+psychotechnics, methods which would not be tolerated in the sphere of
+physical and chemical technology.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XXI" id="XXI" /><a name="Page_272" id="Page_272" />XXI</h2>
+
+<h3>THE EFFECT OF DISPLAY</h3>
+
+
+<p>If we turn from the simple newspaper advertisement to the means of
+propaganda in general, we at once stand before a question which is
+often wrongly answered. The practical handbooks of advertisements and
+means of display treat it as a self-evident fact that every
+presentation should be as beautiful as possible. In the first place,
+we cannot deny that the ugly and even the disgusting possess a strong
+power for attracting attention. Yet it is true that by a transposition
+of feelings the displeasure in the advertisement may easily become a
+displeasure in the advertised object. But, on the other hand, it is
+surely a mistake to believe that pure beauty best fulfills the
+function of the advertisement. Even the draftsman who draws a poster
+ought to give up the ambition to create a perfect picture. It might
+have the power to attract attention, but it would hardly serve its
+true purpose of fixing the attention on the article which is
+advertised by the picture. The very meaning of beauty lies in its
+self-completeness. The beautiful picture rests in itself and does not
+point beyond itself. A really <a name="Page_273" id="Page_273" />beautiful landscape painting is an end
+in itself, and must not stir up the practical wish to visit the
+landscape which has stimulated the eye of the painter. If the display
+is to serve economic interests, every line and every curve, every form
+and every color, must be subordinated to the task of leading to a
+practical resolution, and to an action, and yet this is exactly the
+opposite of the meaning of art. Art must inhibit action, if it is
+perfect. The artist is not to make us believe that we deal with a real
+object which suggests a practical attitude. The &aelig;sthetic forms are
+adjusted to the main &aelig;sthetic aim, the inhibition of practical
+desires. The display must be pleasant, tasteful, harmonious, and
+suggestive, but should not be beautiful, if it is to fulfill its
+purpose in the fullest sense. It loses its economic value, if by its
+artistic quality it oversteps the boundaries of that middle region of
+arts and crafts. This of course stands in no contradiction to the
+requirement that the advertised article should be made to appear as
+beautiful as possible. The presentation of something beautiful is not
+necessarily a beautiful presentation, just as a perfectly beautiful
+picture need not have something beautiful as its content. A perfect
+painting may be the picture of a most ugly person.</p>
+
+<p>We have not yet spoken of the suggestive <a name="Page_274" id="Page_274" />power of the means of
+propaganda. Every one knows the influence on taste and smell, on
+social vanity, on local pride, on the gambling instinct, on the
+instinctive fear of diseases, and above all on the sexual instinct,
+can gain suggestive power. Everywhere among the uncritical masses such
+appeals reach individuals whose psychophysical attitudes make such
+influences vivid and overpowering. Every one knows, too, those often
+clever linguistic forms which are to aid the suggestion. They are to
+inhibit the opposing impulses. The mere use of the imperative, to be
+sure, has gradually become an ineffective, used-up pattern. It is a
+question for special economic psychotechnics to investigate how the
+suggestive strength of a form can be reinforced or weakened by various
+secondary influences. What influence, for example, belongs to the
+electric sign advertisements in which the sudden change from light to
+darkness produces strong psychophysical effects, and what value
+belongs to moving parts in the picture?</p>
+
+<p>The psychologist takes the same interest in the examples of window
+displays, sample distributions, and similar vehicles of commerce by
+which the offered articles themselves and not their mere picture or
+description are to influence the consciousness of the prospective
+customer. <a name="Page_275" id="Page_275" />Here, too, every element may be isolated and may be brought
+under psychotechnical rules. The most external question would refer to
+the mere quantity of the presented material. The psychologist would
+ask how the mere mass of the offering influences the attention, how
+far the feeling of pleasure in the fullness, how far the &aelig;sthetic
+impression of repetition, how far the associative thought of a
+manifold selection, how far the mere spatial expansion, affects the
+impression. In any case, as soon as it is acknowledged as desirable to
+produce with certain objects the impression of the greatest possible
+number, the experimental psychologist stands before the concrete
+problem of how a manifoldness of things is to be distributed so that
+it will not be underestimated, perhaps even overestimated as to
+quantity. Again, the laboratory experiment would not proceed with real
+window displays or real exhibitions, but would work out the principle
+with the simplified experimental means.</p>
+
+<p>An investigation in the Harvard laboratory, for instance, tested the
+influence which various factors have upon the estimation of a number
+of objects seen.<a name="FNanchor_52_52" id="FNanchor_52_52" /><a href="#Footnote_52_52" class="fnanchor">[52]</a> The question was how far the form or the size or
+the distribution makes a group of objects appear larger or smaller.
+The experiment was started by showing 20 small cards <a name="Page_276" id="Page_276" />on a black
+background in comparison with another group of cards the number of
+which varied between 17 and 23. At first the form of these little
+cards was changed: triangles, squares, and circles were tried. Or the
+color was changed: light and dark, saturated and unsaturated colors
+were used. Or the order was varied: sometimes the little cards lay in
+regular rows, sometimes in close clusters, sometimes widely
+distributed, sometimes in quite irregular fashion. Or the background
+was changed, or the surrounding frame, or the time of exposure, and so
+on. Each time the subjects had to estimate whether the second group
+was the larger or equal or the smaller. These experiments indicated
+that such comparative estimation was indeed influenced by every one of
+the factors mentioned. If the experiments show that an irregular
+distribution makes the number appear larger or a close clustering
+reduces the apparent number, and so on, the business man would be
+quite able to profit from such knowledge. The jeweler who shows his
+rings and watches in his window wishes to produce with his small stock
+the impression of an ample supply. He lacks the psychology which might
+teach him whether he would act more wisely in having the rings and the
+watches separated, or whether he should mix the two, whether he ought
+to choose <a name="Page_277" id="Page_277" />a background which is similar in color or one which
+contrasts with the pieces exhibited, whether he ought to present the
+single object in a special background as in a case, or to show it
+without one. He is not aware that by simple psychological illusions,
+it is not difficult to change the apparent size of an isolated object
+by special treatment, making his show-piece appear larger by a fitting
+background or intentionally making a dainty object appear smaller by
+contrasting surroundings. These, to be sure, are very trivial
+illustrations, but the same fundamental psychological laws which are
+true for the show-window of the next corner store are true for the
+world-display of the nation. The point is to present clearly the idea,
+which can be most simply expressed in such trivial material. But it
+may be added that even in the case of the most indifferent example a
+few hasty experiments with one or two subjects cannot yield any
+results of value.</p>
+
+<p>All parts of physiological psychological optics can contribute similar
+material. The questions of color harmony and color contrast, light
+intensity and mutual support of uniformly colored objects, of
+irradiation, depth and perspective, are significant for an effective
+display in the show-window, and the laboratory results can easily be
+translated into psychotechnical prescriptions. <a name="Page_278" id="Page_278" />But here it is still
+more necessary to separate carefully the merely optical impression
+from its &aelig;sthetic side. All that we claimed as to the poster is still
+more justified for the presentation of the saleable objects
+themselves. As soon as the display of the articles forms a real work
+of art, it must produce inhibitions in the soul of the spectator by
+which the practical economic desire is turned aside. Beauty here too
+has strong power of attraction, and moreover the suggestive power, by
+which it withdraws our senses from the chance surroundings, forces us
+to lose ourselves in the offered presentation. But just through this
+process the content of the display becomes isolated and separated from
+the world of our practical interests. Our desires are brought to
+silence, we do not seek a personal relation to the things which we
+face as admiring spectators, and the intended economic effect is
+therefore eliminated. Whoever is to examine the psychotechnics of
+displays and exhibitions must therefore study the psychology of
+&aelig;sthetic stimulation, of suggestion, of the effects of light, color,
+form and movement, of apperception and attention, and ought not to
+forget the psychology of humor and curiosity, of instincts and
+emotions. For us the essential point is that here too the experimental
+psychological method alone is able to lead from <a name="Page_279" id="Page_279" />mere chance
+arrangements founded on personal taste to the systematic construction
+which secures with the greatest possible certainty the greatest
+possible mental effect in the service of the economic purpose.</p>
+
+<p>The problems of the storekeeper who arranges his windows, however,
+overlap the problems of the manufacturer who prepares his goods for
+the world-market, and who must from the start take care that the outer
+appearance of his goods stimulate the readiness to buy. In factories
+in which these questions have been carefully considered, the
+psychological elements have always been found to be the most
+influential, but often the most puzzling. I received material from a
+number of industrial plants which sold the same article in a variety
+of packings. The material which was sent to me included all kinds of
+soaps and candies, writing-papers and breakfast foods, and other
+articles which are handled by the retailer, the sale of which depends
+upon the inclination and caprice of the customer in the store. For
+every one of these objects a number of external covers and labels were
+sent and with them a confidential report with details about their
+relative success. For instance, a certain kind of chocolate was sold
+under 12 different labels. One of them was highly successful in the
+whole country, and one <a name="Page_280" id="Page_280" />other had made the same article entirely
+unsaleable. The other 10 could be graded between these extremes. In
+all 12 cases the covers were decorated with pictures of women with a
+scenic background. As long as only &aelig;sthetic values were considered,
+all were on nearly the same level, and &aelig;sthetically skilled observers
+repeatedly expressed their preference for some of the unsuccessful
+pictures over some of the successful ones. But as soon as an internal
+relation was formed between the pictures and the chocolate, in the one
+case a mental harmony resulted which had strong suggestive power, in
+the other case a certain unrest and inner disturbance which
+necessarily had an inhibiting influence. The picture which was
+unsuccessful with the sweets would perhaps have been eminently
+successful for tobacco. From such elementary starting-points, the
+laboratory experiment might proceed systematically into spheres of
+economic life hitherto untouched by scientific methods. The psychology
+of the influence of external forms on the conscious reactions of the
+masses is so far usually considered only when, as often happens, the
+most fundamental demands are violated; for instance, when objects
+which are to give the impression of ease are painted in colors which
+give a heavy, clumsy appearance, or <i>vice versa</i>, when book-bindings
+are <a name="Page_281" id="Page_281" />lettered in archaic type which makes the reading of the title
+impossible for a passer-by, and in many similar antipsychological
+absurdities which any stroll through the streets of a modern city
+forces on us.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XXII" id="XXII" /><a name="Page_282" id="Page_282" />XXII</h2>
+
+<h3>EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION</h3>
+
+
+<p>It is perhaps not without interest to turn into a by-path at this
+point of our road. All the illustrations which we have picked out so
+far have referred to strictly economic conditions. But we ought not to
+forget that these economic problems of commerce and industry are
+everywhere in contact with legal interests as well. In order to
+indicate the manifoldness of problems accessible to the experimental
+method, we may discuss our last question, the question of packing and
+of labels, in this legal relation too. All the packings, covers,
+labels, trademarks, and names by which the manufacturer tries to
+stimulate the attention, the imagination, and the suggestibility of
+the customer may easily draw a large part of their psychological
+effectiveness from without, as soon as they imitate the appearance of
+articles which are well introduced and favored in the market. If the
+public is familiar with and favorably inclined toward an article on
+account of its inner values or on account of its being much
+<a name="Page_283" id="Page_283" />advertised, a similar name or a similar packing may offer efficient
+help to a rival article. The law of course protects the label and the
+deceiving imitation can be prosecuted. But no law can determine by
+general conceptions the exact point at which the similarity becomes
+legally unallowable. This creates a situation which has given rise to
+endless difficulties in practical life.</p>
+
+<p>If everything were forbidden which by its similarity to an accredited
+article might lead to a possible confusion in the mind of the quite
+careless and inattentive customer, any article once in the market
+would have a monopoly in its line. As soon as a typewriter or an
+automobile or a pencil or a mineral water existed, no second kind
+could have access to the market, as with a high degree of carelessness
+one economic rival may be taken for another, even if the new
+typewriter or the new pencil has a new form and color and name. On the
+other side, the purchaser could never have a feeling of security if
+imitations were considered as still legally justifiable when the
+difference is so small that it needs an intense mental effort and
+careful examination of details to notice it.</p>
+
+<p>The result is that the jurisdiction fluctuates between these two
+extremes in a most alarming way, and this seems to hold true in all
+countries. In <a name="Page_284" id="Page_284" />theory: &quot;There is substantial agreement that
+infringement occurs when the marks, names, labels, or packings of one
+trader resemble those of another sufficiently to make it probable that
+ordinary purchasers, exercising no more care than such persons usually
+do in purchasing the article in question, will be deceived.&quot; But it
+depends upon the trade experts and the judges to give meaning to such
+a statement in the particular case, as the amount of care which
+purchasers usually exercise can be understood very differently.
+Sometimes the customer is expected to proceed with an attention which
+is most subtly adjusted to the finest differences, and sometimes it is
+taken for granted that he is unable to notice even strong variations.
+It is clear that this uncertainty which disturbs the whole trade
+cannot be eliminated as long as the psychological background has not
+been systematically studied. Mere talking about the attention of the
+customer, and his ability to decide and select, and of his
+observations and his habits in the spirit of popular common-sense
+psychology, can never secure exact standards and definite demarcation
+lines. The question is important not only where imitations of morally
+doubtful character are in the market. Even the most honest
+manufacturer is in a certain sense obliged to imitate his
+predecessors, <a name="Page_285" id="Page_285" />as they have directed the taste and habits of the
+public in particular directions, and as the product of his company
+would suffer unnecessarily if he were to disregard this psychical
+attitude of the prospective customers. The economic legal situation
+accordingly suggests the question whether it would not be possible to
+devise methods for an exact measurement of the permissible similarity,
+and this demand for exactitude naturally points to the methods of the
+psychological experiment. E.S. Rogers, Esq., of Chicago, who has
+thoroughly discussed the legal aspect of the problem,<a name="FNanchor_53_53" id="FNanchor_53_53" /><a href="#Footnote_53_53" class="fnanchor">[53]</a> first turned
+my attention to the psychological difficulty involved.</p>
+
+<p>When I approached the question in the Harvard psychological
+laboratory, it was clear to me that the degree of attention and
+carefulness which the court may presuppose on the part of the customer
+can never be determined by the psychologist and his experimental
+methods. It would be meaningless, if we tried to discover by
+experiments a particular degree of similarity which every one ought to
+recognize or a particular degree of attention which would be
+sufficient for protection against fraud. Such degrees must always
+remain dependent upon arbitrary decision. They are not settled by
+natural conditions, but <a name="Page_286" id="Page_286" />are entirely dependent upon social agreement.
+A decision outside of the realm of psychology must fix upon a
+particular degree in the scale of various similarity values as the
+limit which is not to be passed. The aim of the psychologist can be
+only to construct such a scale by which decisions may be made
+comparable and by which standards may become possible. The experiment
+cannot deduce from the study of mental phenomena what degrees of
+similarity ought to be still admissible, but it may be able to develop
+methods by which different degrees of similarity can be discriminated
+and by which a certain similarity value once selected can always be
+found again with objective certainty. After many fruitless efforts I
+settled on the following form of experiments, which I hope may bring
+us nearer to the attainment of the purpose.</p>
+
+<p>A group of objects is observed for a definite time and after a
+definite interval another group of objects is offered for comparison.
+This second group is identical with the first in all but one of the
+objects, and this is replaced by a similar one. The question is how
+often this substitution will be noticed by the observers. I may give
+in detail a characterization of the set of experiments in which we are
+at present engaged. We are working with picture postal cards, using
+many <a name="Page_287" id="Page_287" />hundred cards of different kinds, but for each one we have one
+or several similar cards. As postal cards are generally manufactured
+in sets, it is not difficult to purchase pairs of pictures with any
+degree of similarity. Two cards with Christmas trees, or two with
+Easter eggs, or two with football players, or two with forest
+landscapes, and so on, may differ all the way from a slight variation
+of color or a hardly noticeable change in the position of details to
+variations which keep the same motive or the same general arrangement,
+but after all make the card strikingly different. The first step is to
+determine for each pair the degree of similarity, on a percentage
+basis. To overcome mere arbitrariness, we ask thirty to forty educated
+persons to express the similarity value, calling identical postal
+cards 100 per cent and two postal cards as different as a colored
+flower piece and a black picture of a street scene O. The average
+value of these judgments is then considered as expressing the
+objective degree of similarity between the two pictures of a pair.
+After securing such standard values, we carry on the experiments in
+the following form. Six different postal cards, for instance, are seen
+on a black background through the opening of a shutter which is closed
+after 5 seconds. The six may be made up of a landscape, a building, a
+head, a genre scene, and <a name="Page_288" id="Page_288" />so forth. After 20 seconds the same group of
+postal cards is shown once more, except that one is replaced by a
+similar one, instead of one church another church building, or instead
+of a vase with roses a vase with pinks. If the substituted picture has
+the average similarity value of 80 per cent and we make the experiment
+with 10 persons, the substitution may be discovered by 7 persons and
+remain unnoticed by 3. We can now easily vary every one of the factors
+involved. If instead of 6 cards, we take 10, it may be that only 4 out
+of 10 persons, instead of 7, will discover the substitution, while if
+we take 4 cards instead of 6, perhaps 9 persons out of 10 will
+recognize the difference under these otherwise equal conditions. Only
+an especially careless observer will overlook it. But instead of
+changing the number of objects, we may change the periods of exposure.
+If we show the 6 cards only for 2 seconds instead of 5 seconds, the
+number of those who recognize the difference may sink from 7 to 5 or
+4, and if we make the time considerably longer, we shall of course
+reach a point where all 10 will recognize the substitution. The same
+holds true of the shortening or lengthening of the time-interval
+between the two presentations. The third variable factor is the
+similarity itself. If instead of one church, not another church, but a
+theatre or a skyscraper is <a name="Page_289" id="Page_289" />shown, that is, if the similarity value of
+80 per cent sinks down to a similarity of 60 per cent or 50 per cent,
+the number of those who recognize the substitution will again become
+larger; if, on the other hand, the substituted card shows the same
+church, only from a slightly different angle, bringing the similarity
+value up to 90 per cent or 95 per cent, the number of observers who
+recognize the substitution may sink to 2 or 3. To make the experiments
+reliable, it is also necessary frequently to mix in cases in which no
+substitution at all is introduced.</p>
+
+<p>If these experiments are varied sufficiently and a large mass of
+material brought together, we must be able to secure definite formul&aelig;.
+We may find that if the critical card appears among 6 cards, is shown
+for 5 seconds, and the group is again exposed after 20 seconds, 80 per
+cent of the subjects will recognize the substitution of a similar
+card, if the degree of similarity is 30 per cent, but only 60 per cent
+will recognize it if the degree of similarity is 70 per cent, and only
+30 per cent will recognize it if the degree of similarity is 90 per
+cent. These are entirely fictitious figures and are only to indicate
+the principle. If such an exact formula were definitely discovered, we
+should still be unable to say from mere psychological reasoning what
+similarity value is legally permissible. If <a name="Page_290" id="Page_290" />the rules against
+infringement are interpreted in a very rigorous spirit, it may seem
+desirable to prohibit imitations which are as little similar as those
+postal cards which were graded as 40 per cent in our similarity scale,
+and if the interpretation is a loose one, it may appear permissible to
+have imitations on the market which are as strongly similar as our
+postal cards graded at 80 per cent in our similarity scale. All this
+would have to be left to the lawmakers and to the judges. But what we
+would have gained is this. We could say: if our object exposed for 5
+seconds in a group of 6 other objects is replaced after an interval of
+20 seconds by an imitation and this change is recognized by 8 persons
+among 10, the degree of similarity is 30 per cent and if it is
+recognized by 3 out of 10 subjects, the degree of similarity is 90 per
+cent. In short, from any percentage of subjects who under these
+conditions discovered the substitution, we could determine the degree
+of similarity, independent of any individual arbitrariness. If such
+methods were accepted by the trade and the courts, it would only be
+necessary, to agree on the percentage of similarity which ought to be
+permitted, and all uncertainty would disappear. There would be no
+wrangling of opposing interests; it would be possible to find out
+whether the permitted limit were overstepped or <a name="Page_291" id="Page_291" />not with an
+exactitude similar to that with which the weight or the chemical
+constitution of a trade commodity is examined. Certainly the
+experiment establishes here conditions which are very different from
+those of practical life. The customer who wants to buy a particular
+picture postal card which he saw once before and to whom the salesman
+offers a similar one, suggesting that it is the same, is facing only
+one card and not a group of six. But in practical life the card which
+be has seen was not observed with the definite intention of keeping
+the memory picture in mind, and months may have passed since it was
+seen. The memory picture which the customer has in his consciousness
+when he seeks the particular card is much weakened by this
+circumstance too. We secure this weakening artificially by the
+arrangement of the experiment in placing the card in a group of six or
+ten and exposing them for a few seconds only. The force of attention
+and the corresponding memory-value are by this distribution diminished
+in a definite degree in the case of every single card.</p>
+
+<p>The investigation must include a careful study of the size of the
+groups, of the time-relations, of the percentage of correct answers,
+all under the point of view of greatest fitness for practical
+application. In the Harvard laboratory the research <a name="Page_292" id="Page_292" />has been carried
+on partly with such picture material, partly with word material, and
+partly with concrete objects.<a name="FNanchor_54_54" id="FNanchor_54_54" /><a href="#Footnote_54_54" class="fnanchor">[54]</a> Whatever the details of the outcome
+may be, we hope that the work will lead to results which may, indeed,
+make such a psychotechnical use possible. Its principles and formul&aelig;
+might easily be adjusted to any marketable material. As a matter of
+course, if in future the courts were ever to accept such
+psychological, experimental methods, it would be intolerable
+dilettantism if such experiments were carried on by lawyers and
+district attorneys. It is as true of this economic legal question as
+of many other legal psychological problems that its introduction into
+the courtroom can become desirable only when psychological experts are
+engaged and called in the same way as chemical or medical experts are
+invited to the court. On the other hand, there is surely not the
+slightest desire on the part of psychologists to be dragged into
+humiliating performances like those which not only handwriting
+experts, but even psychiatric specialists have had to undergo
+repeatedly in sensational court trials. The day for the expert
+activity in the courtroom will came for the psychologist only when the
+country has attached the expert to the court and has eliminated the
+expert retained by the plaintiff or the defendant. But this general
+<a name="Page_293" id="Page_293" />practical question as to the position of the psychologist in the
+courtroom and as to the need of a psychological laboratory in
+connection with the courts would lead us too far aside.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XXIII" id="XXIII" /><a name="Page_294" id="Page_294" />XXIII</h2>
+
+<h3>BUYING AND SELLING</h3>
+
+
+<p>The effects which we have studied so far were produced by inanimate
+objects, posters or displays, advertisements or labels and packings.
+The economic psychotechnics of the future will surely study with
+similar methods the effects of the living commercial agencies.
+Experiments will trace the exact effects which the salesman or
+customer may produce. But here not even a modest beginning can be
+discovered, and it would be difficult to mention a single example of
+experimental research. The desired psychological influences of the
+salesman are not quite dissimilar to those of the printed means of
+propaganda. Here, too, it is essential to turn the attention of the
+customer to different points, to awaken a vivid favorable impression,
+to emphasize the advantages of the goods, to throw full light on them,
+and finally to influence the will-decision either by convincing
+arguments or by persuasion and suggestion. In either case the point is
+to enhance the impulse to buy and to suppress the opposing ideas. Yet
+every one of these factors, when it starts from a man and not from a
+thing or paper, changes its <a name="Page_295" id="Page_295" />form. The influence becomes narrower, it
+is directed toward a smaller number of persons; but, on the other
+hand, it gains just by the new possibility of individualization. The
+salesman in the store or the commercial traveler adjusts himself to
+the wishes, reactions, and replies of the buyer. Above all, when it
+becomes necessary to direct the attention to the decisive points, the
+personal agent has the possibility of developing the whole process
+through a series of stages so that the attention slowly becomes
+focused on one definite point. The salesman observes at first only the
+general limits of the interest of the customer as far as it is
+indicated by his reactions, but slowly he can find out in this whole
+field the region of strongest desires. As soon as he has discovered
+this narrower region in which the prospects of success seem to be
+greatest, he can systematically eliminate everything which distracts
+and scatters the attention. He can discover whether the psyche of the
+individual with whom he is dealing can be influenced more strongly by
+logical arguments or by suggestion, and how far he may calculate on
+the pleasure instincts, on the excitement of emotions, on the impulse
+to imitate, on the natural vanity, on the desire for saving, and on
+the longing for luxury. In every one of these directions the whole
+play of human suggestion may be helpful. <a name="Page_296" id="Page_296" />The voice may win or destroy
+confidence, the statement may by its firmness overcome counter-motives
+or by its uncertainty reinforce them. Even hand or arm movements by
+their motor suggestion may focus the desires of the customers, while
+unskillful, erratic movements may scatter the attention and lead to an
+inner oscillation of the will to buy.</p>
+
+<p>At every one of these points the psychological experiment may find a
+foothold, and only through such methodological study can the haphazard
+proceedings of the commercial world be transformed into really
+economic schemes. Indeed, it seems nothing but chance that just this
+field is controlled by chance alone. The enormous social interplay of
+energies which are discharged in the selling and buying of the
+millions becomes utterly planless as soon as salesman and customer
+come into contact, and this tremendous waste of energy cannot appear
+desirable for any possible interest of civilization. The time alone
+which is wasted by useless psychophysical operations in front of and
+behind the counter represents a gigantic part of the national budget.
+Even the complaints about the long working day of the salesgirls might
+be eliminated from the debit account of the national ledger, if the
+commercial companies could study the psychical processes in <a name="Page_297" id="Page_297" />selling
+and buying with the same carefulness with which they analyze all
+details in preparing the stock and fixing the prices. In the army or
+in the fire department, in the railroad service, and even in the
+factory, all necessary activities are so arranged that as far as
+possible the greatest achievement is secured by the smallest amount of
+energy. But when the hundreds of millions of customers in the
+civilized world want to satisfy their economic demands in the stores,
+the whole dissolves into a flood of talk, because no one has taken the
+trouble to examine scientifically the psychotechnics of selling and to
+put it on a firm psychological foundation.</p>
+
+<p>The idea of scientific management must be extended from the industrial
+concerns to the commercial establishments. The questioning and
+answering, the showing and replacing of the goods, the demonstrating
+and suggesting by the salesmen, must be brought into an economic
+system which saves time and energy, as has been tried with the laborer
+in the factory. Wherever economic processes are carried out with
+superfluous, haphazard movements, the national resources have to
+suffer a loss. The single individual can never find the ideal form of
+motion and the ideal process by mere instinct. A systematic
+investigation is needed to determine the way to the great<a name="Page_298" id="Page_298" />est saving
+of energy, and the result ought to be made a binding rule for every
+apprentice. How the smallest influences grow by summation may be
+illustrated by the experience of a large department store, in which
+the expense for delivery of the articles sold was felt as too large an
+item in the budget. The hundreds of saleswomen therefore received the
+order after every sale of moderate-sized articles not to ask, as
+before, &quot;May we send it to you?&quot; but instead, &quot;Will you take it with
+you?&quot; Probably none of the many thousand daily customers observed the
+difference, the more as it was indifferent to most of them whether
+they took the little package home themselves or not. In cases in which
+it was inconvenient, they would anyhow oppose the suggestion and
+insist that the purchase be sent to them. Yet it is claimed that this
+hardly noticeable suggestion led to a considerable saving in the
+following year, distinctly felt in the budget of the whole
+establishment.</p>
+
+<p>We must not forget, however, that the process of buying deserves the
+same psychological interest as that of selling. If psychotechnics is
+to be put into the service of a valuable economic task, the goal
+cannot possibly be to devise schemes by which the customer may easily
+be trapped. The purpose of science cannot be to help any one to <a name="Page_299" id="Page_299" />sell
+articles to a man who does not need them and who would regret the
+purchase after quiet thought. The applied psychologist should help the
+prospective buyer no less, and must protect him so that his true
+intention may become realized in the economic process. Otherwise
+through his suggestibility, the determining idea of his goal might
+fade in his consciousness and the appeal to his vanity or to his
+instincts might awaken an anti-economic desire which he would be too
+weak to inhibit. The salesman must know how to use arguments and
+suggestions and how to make them effective,<a name="FNanchor_55_55" id="FNanchor_55_55" /><a href="#Footnote_55_55" class="fnanchor">[55]</a> but the customer too
+must know how to see through a misleading argument and how to resist
+mere suggestion.</p>
+
+<p>The postulate that the psychical factors in commercial life are to be
+carefully regarded is repeated in more complex form in the wholesale
+business and in the stock exchange. It is a perfectly justified and
+consistent thought which recently led a large credit bureau to an
+effort to base its information on psychological analysis. It is well
+known that there are bureaus in which the ledger experiences of a
+large circle of companies in the same commercial line are collected,
+tabulated, and recorded, thus affording an automatic review of the
+occurrences, focusing early attention on doubtful accounts and
+pointing out weaknesses <a name="Page_300" id="Page_300" />in the customers' conditions, as they
+develop, as well as evidences of prosperity. The ledger experience
+which a single company has with all its customers is tabulated without
+revealing its identity to the associates, who get reports containing
+it, and the many combined ledgers become a valuable guide. Yet all
+such methods can show only actual movements in the market, and cannot
+allow the prospects of future development to be determined, simply
+because they cannot take into account the personal equations. Only an
+acquaintance with the character and the temperament, the intelligence
+and the habits, the energy and the weakness, of the head of a firm can
+tell us whether the company, even with satisfactory resources, may go
+down, or whether, even though embarrassed, it may hold out. The
+psychological pioneer, therefore, aims not only toward an exchange of
+ledger accounts, but toward a real psychological diagnosis and
+prognosis. If a member of a firm is personally known to some scores of
+business men who have had commercial dealings with him, and each one
+of them, without disclosing his identity to any one but the central
+bureau, sends to it a statement of personal impressions, a composite
+picture of the mental physiognomy can be worked out. Of course all
+this has been often done in the terms of popular psychology <a name="Page_301" id="Page_301" />and in a
+haphazard, amateurish way. The new plan is to arrange the questions
+systematically under the point of view of scientific descriptive
+psychology. Regular psychograms, in which the probability of a
+particular kind of behavior is to be determined in an exact percentage
+calculation, are to replace the traditional vagueness, as soon as a
+sufficient number of reliable answers have been tabulated.</p>
+
+<p>Commercial life as a whole finds its contact with psychology, of
+course, not only in the problem of how to secure the best mental
+effect. Those other questions which we have discussed essentially with
+reference to factory life and industrial concerns, namely, how the
+best man and the best work are to be secured, recur in the circle of
+commercial endeavors. It seems, indeed, most desirable to devise
+psychological tests by which the ability to be a successful salesman
+or saleswoman may be determined at an early stage. The lamentable
+shifting of the employees in all commercial spheres, with its
+injurious social consequences, would then be unnecessary, and both
+employers and employees would profit. Moreover, like the selection of
+the men, the means of securing the most satisfactory work from them,
+has also so far been left entirely to common sense. Commercial work
+stands under an abundance <a name="Page_302" id="Page_302" />of varying conditions, and each may have
+influences the isolated effects of which are not known, because they
+have not been studied in that systematic form which only the
+experiment can establish. The popular literature on this whole group
+of subjects is extensive, and in its expansion corresponds to the
+widespread demand for real information and advice to the salesman. But
+hardly any part of the literature in the borderland regions of
+economics is so disappointing in its vagueness, emptiness, and
+helplessness. Experimental psychology has nothing with which to
+replace it to-day, but it can at least show the direction from which
+decisive help may be expected in future.</p>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="XXIV" id="XXIV" /><a name="Page_303" id="Page_303" />XXIV</h2>
+
+<h3>THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY</h3>
+
+
+<p>Here we may stop. From those elementary questions concerning the
+mental effects, the path would quickly lead to questions of gravest
+importance. What is the mental effect which the economic labor
+produces in the laborer himself? How do economic movements influence
+the mind of the community? How far do non-economic factors produce
+effects on the psychical mechanism of the economic agents? But it
+would be idle to claim to-day for exact psychology, with its methods
+of causal thought, regions in which so far popular psychology, with
+its methods of purposive thought, is still sovereign. Our aim
+certainly was not to review the totality of possible problems related
+to economic efficiency, but merely to demonstrate the principles and
+the methods of experimental economic psychology by a few
+characteristic illustrations. As all the examples which we selected
+were chosen only in order to make clear the characteristic point of
+view of psychotechnics, it is unimportant whether the particular
+results will stand the test of further <a name="Page_304" id="Page_304" />experimental investigations,
+or will have to be modified by new researches. What is needed to-day
+is not to distribute the results so far reached as if they were parts
+of a definite knowledge, but only to emphasize that the little which
+has been accomplished should encourage continuous effort. To stimulate
+such further work is the only purpose of this sketch.</p>
+
+<p>This further work will have to be a work of co&ouml;peration. The nature of
+this problem demands a relatively large number of persons for the
+experimental treatment. With most experimental researches in our
+psychological laboratories, the number of the subjects experimented on
+is not so important as the number of experiments made with a few
+well-trained participants. But with the questions of applied
+psychology the number of persons plays a much more significant r&ocirc;le,
+as the individual differences become of greatest importance. The same
+problems ought therefore to be studied in various places, so that the
+results may be exchanged and compared. Moreover, these psychological
+economic investigations naturally lead beyond the possibilities of the
+university laboratories. To a certain degree this was true of other
+parts of applied psychology as well. Educational and medical
+experimental psychology could not reach their fullest productivity
+until <a name="Page_305" id="Page_305" />the experiment was systematically carried into the schoolroom
+and the psychiatric clinic. But the classroom and the hospital are
+relatively accessible places for the scientific worker, as both are
+anyhow conducted under a scientific point of view. The teacher and the
+physician can easily learn to perform valuable experiments with school
+children or with patients. This favorable condition is lacking in the
+workshop and the factory, in the banks and the markets. The academic
+psychologist will be able to undertake work there only with a very
+disturbing expenditure of time and only under exceptional conditions.
+If such experiments, for instance, with laborers in a factory or
+employees of a railway are to advance beyond the faint first efforts
+of to-day and are really to become serviceable to the cultural
+progress of our time with effective completeness, they ought not to
+remain an accidental appendix to the theoretical laboratories. Either
+the universities must create special laboratories for applied
+psychology or independent research institutes must be founded which
+attack the new concrete problems under the point of view of national
+political economy. Experimental workshops could be created which are
+really adjusted to the special practical needs and to which a
+sufficiently large number of persons could be <a name="Page_306" id="Page_306" />drawn for the
+systematic researches. The ideal solution for the United States would
+be a governmental bureau for applied psychology, with special
+reference to the psychology of commerce and industry, similar to the
+model agricultural stations all over the land under the Department of
+Agriculture.</p>
+
+<p>Only when such a broad foundation has been secured will the time be
+ripe to carry the method systematically into the daily work. The aim
+will never be for real experimental researches to be performed by the
+foreman in the workshop or by the superintendent in the factory. But
+slowly a certain acknowledged system of rules and prescriptions may be
+worked out which may be used as patterns, and which will not
+presuppose any scientific knowledge, any more than an understanding of
+the principles of electricity is necessary for one who uses the
+telephone. But besides the rigid rules which any one may apply,
+particular prescriptions will be needed fitting the special situation.
+This leads to the demand for the large establishments to appoint
+professionally trained psychologists who will devote their services to
+the psychological problems of the special industrial plant. There are
+many factories that have scores of scientifically trained chemists or
+physicists at work, but who would <a name="Page_307" id="Page_307" />consider it an unproductive luxury
+to appoint a scientifically schooled experimental psychologist to
+their staff. And yet his observations and researches might become
+economically the most important factor. Similar expectations might be
+justified for the large department stores and especially for the big
+transportation companies. In smaller dimensions the same real needs
+exist in the ordinary workshop and store. It is obvious that the
+professional consulting psychologist would satisfy these needs most
+directly, and if such a new group of engineers were to enter into
+industrial life, very soon a further specialization might be expected.
+Some of these psychological engineers would devote themselves to the
+problems of vocational selection and appointment; others would
+specialize on questions of advertisement and display and propaganda; a
+third group on problems of fatigue, efficiency, and recreation; a
+fourth on the psychological demands for the arrangement of the
+machines; and every day would give rise to new divisions. Such a
+well-schooled specialist, if he spent a few hours in a workshop or a
+few days in a factory, could submit propositions which might refer
+exclusively to the psychological factors and yet which might be more
+important for the earning and the profit of the establishment than the
+mere buying of new <a name="Page_308" id="Page_308" />machines or the mere increase in the number of
+laborers.</p>
+
+<p>No one can deny that such a transition must be burdened with difficult
+complications and even with dangers; and still less will any one doubt
+that it may be caricatured. One who demands that a chauffeur or a
+motorman of an electric railway be examined as to his psychical
+abilities by systematic psychological methods, so that accidents may
+be avoided, does not necessarily demand that a congressman or a
+cabinet minister or a candidate for marriage be tested too by
+psychological laboratory experiments, as the witty ones have proposed.
+And one who believes that the work in the factory ought to be studied
+with reference to the smallest possible expenditure of psychical
+impulses is not convinced that the same experimental methods will be
+necessary for the functions of eating and drinking and love-making, as
+has been suggested.</p>
+
+<p>And if it is true that difficulties and discomforts are to be feared
+during the transition period, they should be more than outweighed by
+the splendid betterments to be hoped for. We must not forget that the
+increase of industrial efficiency by future psychological adaptation
+and by improvement of the psychophysical conditions is not only in the
+interest of the employers, but still more of the <a name="Page_309" id="Page_309" />employees; their
+working time can be reduced, their wages increased, their level of
+life raised. And above all, still more important than the naked
+commercial profit on both sides, is the cultural gain which will come
+to the total economic life of the nation, as soon as every one can be
+brought to the place where his best energies may be unfolded and his
+greatest personal satisfaction secured. The economic experimental
+psychology offers no more inspiring idea than this adjustment of work
+and psyche by which mental dissatisfaction in the work, mental
+depression and discouragement, may be replaced in our social community
+by overflowing joy and perfect inner harmony.</p>
+
+
+<div class="center">THE END<a name="Page_310" id="Page_310" /><a name="Page_311" id="Page_311" /><a name="Page_312" id="Page_312" /></div>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="NOTES" id="NOTES" /><a name="Page_313" id="Page_313" />NOTES</h2>
+
+
+<div class="footnote"><p><a name="Footnote_1_1" id="Footnote_1_1" /><a href="#FNanchor_1_1"><span class="label">[1]</span></a> The fullest account of the modern studies on individual
+differences is to be found in: William Stern: Die differentielle
+Psychologie in ihren methodischen Grundlagen. (Leipzig, 1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_2_2" id="Footnote_2_2" /><a href="#FNanchor_2_2"><span class="label">[2]</span></a> The practical applications of psychology in education,
+law, and medicine, I have discussed in detail in the books:
+M&uuml;nsterberg: Psychology and the Teacher. (New York, 1910.)
+M&uuml;nsterberg: On the Witness Stand. (New York, 1908.) (English edition
+under the title: Psychology and Crime.) M&uuml;nsterberg: Psychotherapy
+(New York, 1909.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_3_3" id="Footnote_3_3" /><a href="#FNanchor_3_3"><span class="label">[3]</span></a> Frank Parsons: Choosing a Vocation. (Boston, 1909.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_4_4" id="Footnote_4_4" /><a href="#FNanchor_4_4"><span class="label">[4]</span></a> M. Bloomfield: The Vocational Guidance of Youth. (Boston,
+1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_5_5" id="Footnote_5_5" /><a href="#FNanchor_5_5"><span class="label">[5]</span></a> Vocations for Boys. (Issued by the Vocation Bureau of
+Boston. 1912.) Vocations for Boston Girls. (Issued by the Girls' Trade
+Education League. 1911.) Bulletins of Vocation Series. (Issued by the
+Women's Educational and Industrial Union. 1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_6_6" id="Footnote_6_6" /><a href="#FNanchor_6_6"><span class="label">[6]</span></a> F.W. Taylor: The Principles of Scientific Management.
+(New York, 1911.) H.L. Gantt: Work, Wages, and Profits. (New York,
+1912.) And the books of Emerson, Gilbreth, Goldmark, etc., to be
+mentioned later.</p></div>
+
+<div class="footnote"><p><a name="Footnote_7_7" id="Footnote_7_7" /><a href="#FNanchor_7_7"><span class="label">[7]</span></a> H. Emerson: Efficiency as a Basis for Operation and
+Wages. (New York, 1912, p. 107.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_8_8" id="Footnote_8_8" /><a href="#FNanchor_8_8"><span class="label">[8]</span></a> H. Emerson: The Twelve Principles of Efficiency. (New
+York, 1912, p. 176.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_9_9" id="Footnote_9_9" /><a href="#FNanchor_9_9"><span class="label">[9]</span></a> H Emerson: The Twelve Principles, p. 156.</p></div>
+
+<div class="footnote"><p><a name="Footnote_10_10" id="Footnote_10_10" /><a href="#FNanchor_10_10"><span class="label">[10]</span></a> H. Emerson: The Twelve Principles, p. 177.</p></div>
+
+<div class="footnote"><p><a name="Footnote_11_11" id="Footnote_11_11" /><a href="#FNanchor_11_11"><span class="label">[11]</span></a> F.W. Taylor: The Principles of Scientific Management,
+pp. 86-97.</p></div>
+
+<div class="footnote"><p><a name="Footnote_12_12" id="Footnote_12_12" /><a href="#FNanchor_12_12"><span class="label">[12]</span></a> The experiments are being conducted and will be
+published by Mr. J.W. Bridges.</p></div>
+
+<div class="footnote"><p><a name="Page_314" id="Page_314" /><a name="Footnote_13_13" id="Footnote_13_13" /><a href="#FNanchor_13_13"><span class="label">[13]</span></a> Investigation of Telephone Companies: Bureau of Labor.
+(Washington, Government Printing Office, 1910.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_14_14" id="Footnote_14_14" /><a href="#FNanchor_14_14"><span class="label">[14]</span></a> Ries: Beitr&auml;ge zur Methodik der Intelligenzpr&uuml;fung.
+(Zeitschrift f&uuml;r Psychologie, 1910, vol. 56.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_15_15" id="Footnote_15_15" /><a href="#FNanchor_15_15"><span class="label">[15]</span></a> For a survey of a large number of such tests and
+bibliography, compare: G.M. Whipple: Manual of Mental and Physical
+Tests. (Baltimore, 1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_16_16" id="Footnote_16_16" /><a href="#FNanchor_16_16"><span class="label">[16]</span></a> F.L. Wells: The Relation of Practice to Individual
+Differences. (American Journal of Psychology, 1912, vol. 23, pp.
+75-88.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_17_17" id="Footnote_17_17" /><a href="#FNanchor_17_17"><span class="label">[17]</span></a> M. Bernays: Auslese und Anpassung der Arbeiterschaft der
+geschlossenen Grossindustrie, dargestellt an den Verh&auml;ltnissen der
+Gladbacher Spinnerei und Weberei. (Leipzig, 1910, p. 337.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_18_18" id="Footnote_18_18" /><a href="#FNanchor_18_18"><span class="label">[18]</span></a> H.C. McComas: Some Types of Attention. (Psychological
+Review Monographs, vol. 13, 3, 1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_19_19" id="Footnote_19_19" /><a href="#FNanchor_19_19"><span class="label">[19]</span></a> Max Weber: Zur Psychophysik der industriellen Arbeit.
+(Archiv f&uuml;r Sozialwissenschaft und Sozialpolitik, 1908 and 1909, vols.
+27 and 28.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_20_20" id="Footnote_20_20" /><a href="#FNanchor_20_20"><span class="label">[20]</span></a> Bryan and Harter: Studies in the Telegraphic Language.
+(Psychological Review, vol. 4.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_21_21" id="Footnote_21_21" /><a href="#FNanchor_21_21"><span class="label">[21]</span></a> W.F. Book: The Psychology of Skill. (University of
+Montana, Publications in Psychology, 1910.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_22_22" id="Footnote_22_22" /><a href="#FNanchor_22_22"><span class="label">[22]</span></a> H. M&uuml;nsterberg: Beitr&auml;ge zur experimentellen
+Psychologie. (Book iv, 1892.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_23_23" id="Footnote_23_23" /><a href="#FNanchor_23_23"><span class="label">[23]</span></a> A.J. Culler: Interference and Adaptability. (Archives of
+Psychology, 1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_24_24" id="Footnote_24_24" /><a href="#FNanchor_24_24"><span class="label">[24]</span></a> The experiments are being conducted and will be
+published by Mr. L.W. Kline.</p></div>
+
+<div class="footnote"><p><a name="Footnote_25_25" id="Footnote_25_25" /><a href="#FNanchor_25_25"><span class="label">[25]</span></a> Adolf Gerson: Die physiologischen Grundlagen der
+Arbeitsteilung. (Zeitschrift f&uuml;r Sozialwissenschaft, 1907.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_26_26" id="Footnote_26_26" /><a href="#FNanchor_26_26"><span class="label">[26]</span></a> Karl B&uuml;cher: Arbeit und Rhythmus. (Fourth Edition,
+Leipzig, 1909, p. 438.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_27_27" id="Footnote_27_27" /><a href="#FNanchor_27_27"><span class="label">[27]</span></a> Frank G. Gilbreth: Motion Study. (New York, 1911.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_28_28" id="Footnote_28_28" /><a href="#FNanchor_28_28"><span class="label">[28]</span></a> Taylor: The Principles of Scientific Management. (New
+York, 1911, p. 71.)</p></div>
+
+<div class="footnote"><p><a name="Page_315" id="Page_315" /><a name="Footnote_29_29" id="Footnote_29_29" /><a href="#FNanchor_29_29"><span class="label">[29]</span></a> The experiments are being conducted and will be
+published by Mr. E.R. Riesen.</p></div>
+
+<div class="footnote"><p><a name="Footnote_30_30" id="Footnote_30_30" /><a href="#FNanchor_30_30"><span class="label">[30]</span></a> R. Herbertz: Zur Psychologie des Maschinenschreibens.
+(Zeitschrift f&uuml;r angewandte Psychologie, 1908, vol. 2, p. 551.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_31_31" id="Footnote_31_31" /><a href="#FNanchor_31_31"><span class="label">[31]</span></a> C.L. Vaughan: The Moter Power of Complexity. (Harvard
+Psychological Studies, vol. 2, 1906, p. 527.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_32_32" id="Footnote_32_32" /><a href="#FNanchor_32_32"><span class="label">[32]</span></a> G.M. Stratton: Some Experiments in the Perception of the
+Movement, Color, and Direction of Lights. (Psychological Review
+Monographs, vol. 10, 1908.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_33_33" id="Footnote_33_33" /><a href="#FNanchor_33_33"><span class="label">[33]</span></a> The experiments are being conducted and will be
+published by Miss L.M. Seeley.</p></div>
+
+<div class="footnote"><p><a name="Footnote_34_34" id="Footnote_34_34" /><a href="#FNanchor_34_34"><span class="label">[34]</span></a> H. M&uuml;nsterberg: Beitr&auml;ge sur experimentellen
+Psychologie. (Book iv, 1892.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_35_35" id="Footnote_35_35" /><a href="#FNanchor_35_35"><span class="label">[35]</span></a> R.S. Woodworth: Accuracy of Voluntary Movement.
+(Psychological Review Monographs, vol. 8, 1899.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_36_36" id="Footnote_36_36" /><a href="#FNanchor_36_36"><span class="label">[36]</span></a> B.A. Lenfest: The Accuracy of Linear Movement. (Harvard
+Psychological Studies, vol. 2, 1906.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_37_37" id="Footnote_37_37" /><a href="#FNanchor_37_37"><span class="label">[37]</span></a> Ranschburg: Ueber die Bedeutung der &Auml;hnlichkeit beim
+Erlernen, Behalten und bei der Reproduktion. (Journal f&uuml;r Psychologie
+und Neurologie, vol. 6.) Ranschburg: Zeitschrift f&uuml;r Psychologie und
+Physiologie der Sinnesorgane. (Vol. 80, 1902.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_38_38" id="Footnote_38_38" /><a href="#FNanchor_38_38"><span class="label">[38]</span></a> H. Kleinknecht: The Interference of Optical Stimuli.
+(Harvard Psychological Studies, vol. 2, 1906.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_39_39" id="Footnote_39_39" /><a href="#FNanchor_39_39"><span class="label">[39]</span></a> The experiments are being conducted and will be
+published by Miss O.E. Martin.</p></div>
+
+<div class="footnote"><p><a name="Footnote_40_40" id="Footnote_40_40" /><a href="#FNanchor_40_40"><span class="label">[40]</span></a> Henry P. Kendall: Unsystematized, Systematized, and
+Scientific Management. (In Addresses and Discussions at the Conference
+on Scientific Management held at Dartmouth College, 1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_41_41" id="Footnote_41_41" /><a href="#FNanchor_41_41"><span class="label">[41]</span></a> Ernst Abb&eacute;: Gesammelte Abhandlungen. (Jena, 1908, vol.
+3, p. 206.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_42_42" id="Footnote_42_42" /><a href="#FNanchor_42_42"><span class="label">[42]</span></a> A full survey of the problem and its literature is
+contained in: Josephine Goldmark: Fatigue and Efficiency. (New York,
+1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_43_43" id="Footnote_43_43" /><a href="#FNanchor_43_43"><span class="label">[43]</span></a> F.W. Taylor: The Principles of Scientific Management.
+(New York, 1911, p. 58.)</p></div>
+
+<div class="footnote"><p><a name="Page_316" id="Page_316" /><a name="Footnote_44_44" id="Footnote_44_44" /><a href="#FNanchor_44_44"><span class="label">[44]</span></a> W. Hellpach: Die geopsychischen Erscheinungen, Wetter,
+Klima und Landschaft und ihr Einfluss auf das Seelenleben (Leipzig,
+1911 p. 176-212.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_45_45" id="Footnote_45_45" /><a href="#FNanchor_45_45"><span class="label">[45]</span></a> Aschaffenburg: Praktische Arbeit unter Alkoholwirkung
+(Psychologische Arbeiten&mdash;Kraepelin, vol 1, 1906.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_46_46" id="Footnote_46_46" /><a href="#FNanchor_46_46"><span class="label">[46]</span></a> Hildebrand Die Beeinflussung der Willenskraft durch den
+Alkohol (K&ouml;nigsberg, 1910.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_47_47" id="Footnote_47_47" /><a href="#FNanchor_47_47"><span class="label">[47]</span></a> For the scientific facts concerning alcohol and
+bibliography compare Hugo Hoppe: Die Tatsachen &uuml;ber den Alkohol
+(Munich, 1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_48_48" id="Footnote_48_48" /><a href="#FNanchor_48_48"><span class="label">[48]</span></a> H.L. Hollingworth: The Influence of Caffein on Mental
+and Motor Efficiency. (New York, 1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_49_49" id="Footnote_49_49" /><a href="#FNanchor_49_49"><span class="label">[49]</span></a> Levenstein: Die Arbeiterfrage. (Munich, 1912.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_50_50" id="Footnote_50_50" /><a href="#FNanchor_50_50"><span class="label">[50]</span></a> W.D. Scott: The Psychology of Advertising. (Boston,
+1908, p. 166.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_51_51" id="Footnote_51_51" /><a href="#FNanchor_51_51"><span class="label">[51]</span></a> D. Starch: Psychology of Preferred Positions. (Judicious
+Advertising, New York, November, 1909.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_52_52" id="Footnote_52_52" /><a href="#FNanchor_52_52"><span class="label">[52]</span></a> C.T. Burnett: The Estimation of Number. (Harvard
+Psychological Studies, vol. 2, p. 349.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_53_53" id="Footnote_53_53" /><a href="#FNanchor_53_53"><span class="label">[53]</span></a> E.S. Rogers: The Unwary Purchaser: A Study in the
+Psychology of Trade Mark Infringement. (Michigan Law Review, vol. 8,
+1910.)</p></div>
+
+<div class="footnote"><p><a name="Footnote_54_54" id="Footnote_54_54" /><a href="#FNanchor_54_54"><span class="label">[54]</span></a> The experiments are being conducted and will be
+published by Mr. G.A. Feingold.</p></div>
+
+<div class="footnote"><p><a name="Footnote_55_55" id="Footnote_55_55" /><a href="#FNanchor_55_55"><span class="label">[55]</span></a> W.D. Scott: Influencing Men in Business. (New York,
+1911.)<a name="Page_317" id="Page_317" /><a name="Page_318" id="Page_318" /></p></div>
+
+
+
+<hr style="width: 65%;" />
+<h2><a name="INDEX" id="INDEX" /><a name="Page_319" id="Page_319" />INDEX</h2>
+
+
+<p>Abstinence, <a href='#Page_230'>230</a>.</p>
+
+<p>Accidents, <a href='#Page_63'>63</a>, <a href='#Page_66'>66</a>, <a href='#Page_76'>76</a>, <a href='#Page_213'>213</a>, <a href='#Page_224'>224</a>. </p>
+
+<p>Adjustment, <a href='#Page_35'>35</a>, <a href='#Page_158'>158</a>. </p>
+
+<p>Advertisement, <a href='#Page_255'>255</a>. </p>
+
+<p>Alcohol, <a href='#Page_225'>225</a>, <a href='#Page_227'>227</a>. </p>
+
+<p>Analysis, <a href='#Page_47'>47</a>, <a href='#Page_123'>123</a>. </p>
+
+<p>Apperception, <a href='#Page_266'>266</a>. </p>
+
+<p>Applied psychology, <a href='#Page_5'>5</a>, <a href='#Page_10'>10</a>, <a href='#Page_15'>15</a>, <a href='#Page_304'>304</a>. </p>
+
+<p>Appointment, <a href='#Page_116'>116</a>. </p>
+
+<p>Apprentice, <a href='#Page_145'>145</a>. </p>
+
+<p>Arguments, <a href='#Page_295'>295</a>. </p>
+
+<p>Art, <a href='#Page_273'>273</a>. </p>
+
+<p>Artificial track, <a href='#Page_71'>71</a>. </p>
+
+<p>Association, <a href='#Page_105'>105</a>, <a href='#Page_156'>156</a>. </p>
+
+<p>Attention, <a href='#Page_21'>21</a>, <a href='#Page_66'>66</a>, <a href='#Page_101'>101</a>, <a href='#Page_106'>106</a>, <a href='#Page_135'>135</a>, <a href='#Page_197'>197</a>, <a href='#Page_206'>206</a>, <a href='#Page_284'>284</a>. </p>
+
+<p>Attitude, <a href='#Page_68'>68</a>, <a href='#Page_75'>75</a>. </p>
+
+<p>&nbsp;</p>
+<p>Beauty, <a href='#Page_272'>272</a>, <a href='#Page_278'>278</a>. </p>
+
+<p>Beginner, <a href='#Page_182'>182</a>. </p>
+
+<p>Buying, <a href='#Page_294'>294</a>. </p>
+
+<p>&nbsp;</p>
+<p>Caffein, <a href='#Page_232'>232</a>. </p>
+
+<p>Capitalism, <a href='#Page_143'>143</a>. </p>
+
+<p>Card test, <a href='#Page_87'>87</a>. </p>
+
+<p>Choice of vocation, <a href='#Page_32'>32</a>, <a href='#Page_34'>34</a>. </p>
+
+<p>Color blindness, <a href='#Page_30'>30</a>, <a href='#Page_57'>57</a>. </p>
+
+<p>Complication, <a href='#Page_84'>84</a>. </p>
+
+<p>Concentration, <a href='#Page_136'>136</a>. </p>
+
+<p>Confession, <a href='#Page_18'>18</a>. </p>
+
+<p>Consciousness, <a href='#Page_247'>247</a>. </p>
+
+<p>Conservation, <a href='#Page_38'>38</a>. </p>
+
+<p>Consulting psychologist, <a href='#Page_307'>307</a>. </p>
+
+<p>Conversation, <a href='#Page_208'>208</a>. </p>
+
+<p>Counting, <a href='#Page_175'>175</a>. </p>
+
+<p>Correlation, <a href='#Page_134'>134</a>. </p>
+
+<p>Court, <a href='#Page_292'>292</a>. </p>
+
+<p>Credit bureau, <a href='#Page_299'>299</a>. </p>
+
+<p>Criminal, <a href='#Page_14'>14</a>. </p>
+
+<p>Customer, <a href='#Page_298'>298</a>. </p>
+
+<p>&nbsp;</p>
+<p>Decision, <a href='#Page_85'>85</a>, <a href='#Page_94'>94</a>. </p>
+
+<p>Discrimination, <a href='#Page_74'>74</a>. </p>
+
+<p>Display, <a href='#Page_272'>272</a>. </p>
+
+<p>Dispositions, <a href='#Page_27'>27</a>, <a href='#Page_125'>125</a>, <a href='#Page_170'>170</a>. </p>
+
+<p>Distraction, <a href='#Page_206'>206</a>. </p>
+
+<p>Distribution, <a href='#Page_276'>276</a>. </p>
+
+<p>Disturbances, <a href='#Page_210'>210</a>. </p>
+
+<p>Division of labor, <a href='#Page_28'>28</a>, <a href='#Page_51'>51</a>, <a href='#Page_191'>191</a>. </p>
+
+<p>Dynamogenic, <a href='#Page_173'>173</a>. </p>
+
+<p>&nbsp;</p>
+<p>Economics, <a href='#Page_19'>19</a>, <a href='#Page_243'>243</a>, <a href='#Page_250'>250</a>. </p>
+
+<p>Educational psychology, <a href='#Page_11'>11</a>. </p>
+
+<p>Efficiency, <a href='#Page_50'>50</a>, <a href='#Page_144'>144</a>, <a href='#Page_158'>158</a>, <a href='#Page_180'>180</a>, <a href='#Page_190'>190</a>, <a href='#Page_223'>223</a>, <a href='#Page_225'>225</a>. </p>
+
+<p>Effort, <a href='#Page_161'>161</a>. </p>
+
+<p>Electric railway, <a href='#Page_63'>63</a>, <a href='#Page_69'>69</a>, <a href='#Page_180'>180</a>. </p>
+
+<p>Energy, <a href='#Page_175'>175</a>. </p>
+
+<p>Entertainment, <a href='#Page_233'>233</a>. </p>
+
+<p>Ergograph, <a href='#Page_149'>149</a>. </p>
+
+<p>Exactitude, <a href='#Page_186'>186</a>. </p>
+
+<p>Examinations, <a href='#Page_29'>29</a>. </p>
+
+<p>Excitability, <a href='#Page_226'>226</a>. </p>
+
+<p>Experimental psychology, <a href='#Page_4'>4</a>, <a href='#Page_57'>57</a>, <a href='#Page_251'>251</a>. </p>
+
+<p>Expert, <a href='#Page_292'>292</a>. </p>
+
+<p>&nbsp;</p>
+<p>Factory, <a href='#Page_122'>122</a>, <a href='#Page_191'>191</a>, <a href='#Page_212'>212</a>, <a href='#Page_233'>233</a>, <a href='#Page_279'>279</a>, <a href='#Page_306'>306</a>. </p>
+
+<p>Failure, <a href='#Page_35'>35</a>. </p>
+
+<p>Fatigue, <a href='#Page_63'>63</a>, <a href='#Page_180'>180</a>, <a href='#Page_192'>192</a>, <a href='#Page_206'>206</a>, <a href='#Page_211'>211</a>, <a href='#Page_218'>218</a>. </p>
+
+<p>Feeling, <a href='#Page_147'>147</a>, <a href='#Page_157'>157</a>, <a href='#Page_253'>253</a>. </p>
+
+<p>Fitness, <a href='#Page_53'>53</a>, <a href='#Page_60'>60</a>, <a href='#Page_116'>116</a>. </p>
+
+<p>Foresight, <a href='#Page_64'>64</a>. </p>
+
+<p><a name="Page_320" id="Page_320" />&nbsp;</p>
+<p>Grading, <a href='#Page_103'>103</a>, <a href='#Page_107'>107</a>. </p>
+
+<p>Groups, <a href='#Page_129'>129</a>. </p>
+
+<p>&nbsp;</p>
+<p>Habits, <a href='#Page_150'>150</a>, <a href='#Page_182'>182</a>. </p>
+
+<p>Handwriting, <a href='#Page_134'>134</a>. </p>
+
+<p>History, <a href='#Page_248'>248</a>. </p>
+
+<p>Household, <a href='#Page_177'>177</a>. </p>
+
+<p>&nbsp;</p>
+<p>Illusions, <a href='#Page_277'>277</a>. </p>
+
+<p>Imagination, <a href='#Page_66'>66</a>. </p>
+
+<p>Imitation, <a href='#Page_236'>236</a>, <a href='#Page_282'>282</a>. </p>
+
+<p>Inclination, <a href='#Page_126'>126</a>. </p>
+
+<p>Individual differences, <a href='#Page_8'>8</a>, <a href='#Page_10'>10</a>, <a href='#Page_28'>28</a>, <a href='#Page_82'>82</a>, <a href='#Page_125'>125</a>, <a href='#Page_129'>129</a>, <a href='#Page_199'>199</a>, <a href='#Page_222'>222</a>. </p>
+
+<p>Industrial experiments, <a href='#Page_67'>67</a>. </p>
+
+<p>Industry, <a href='#Page_59'>59</a>, <a href='#Page_160'>160</a>, <a href='#Page_191'>191</a>. </p>
+
+<p>Inhibition, <a href='#Page_84'>84</a>, <a href='#Page_162'>162</a>, <a href='#Page_176'>176</a>, <a href='#Page_203'>203</a>. </p>
+
+<p>Injuries, <a href='#Page_213'>213</a>. </p>
+
+<p>Intelligence, <a href='#Page_102'>102</a>. </p>
+
+<p>Interest, <a href='#Page_194'>194</a>. </p>
+
+<p>Interference, <a href='#Page_154'>154</a>. </p>
+
+<p>Interruption, <a href='#Page_183'>183</a>. </p>
+
+<p>Intuition, <a href='#Page_53'>53</a>. </p>
+
+<p>&nbsp;</p>
+<p>Jurisdiction, <a href='#Page_283'>283</a>. </p>
+
+<p>&nbsp;</p>
+<p>Labels, <a href='#Page_279'>279</a>, <a href='#Page_282'>282</a>. </p>
+
+<p>Labor legislation, <a href='#Page_63'>63</a>. </p>
+
+<p>Learning, <a href='#Page_141'>141</a>, <a href='#Page_147'>147</a>. </p>
+
+<p>Legal psychology, <a href='#Page_14'>14</a>, <a href='#Page_282'>282</a>. </p>
+
+<p>Localization of sound, <a href='#Page_95'>95</a>. </p>
+
+<p>Locomotives, <a href='#Page_176'>176</a>. </p>
+
+<p>Logic, <a href='#Page_248'>248</a>. </p>
+
+<p>&nbsp;</p>
+<p>Machine, <a href='#Page_160'>160</a>, <a href='#Page_162'>162</a>. </p>
+
+<p>Mason, <a href='#Page_164'>164</a>. </p>
+
+<p>Meaning, <a href='#Page_247'>247</a>. </p>
+
+<p>Medical psychology, <a href='#Page_12'>12</a>. </p>
+
+<p>Memory, <a href='#Page_101'>101</a>, <a href='#Page_147'>147</a>, <a href='#Page_171'>171</a>, <a href='#Page_226'>226</a>, <a href='#Page_227'>227</a>, <a href='#Page_259'>259</a>. </p>
+
+<p>Methods, <a href='#Page_148'>148</a>. </p>
+
+<p>Mills, <a href='#Page_117'>117</a>. </p>
+
+<p>Miniature models, <a href='#Page_67'>67</a>. </p>
+
+<p>Monotony, <a href='#Page_190'>190</a>, <a href='#Page_198'>198</a>. </p>
+
+<p>Motormen, <a href='#Page_63'>63</a>, <a href='#Page_74'>74</a>. </p>
+
+<p>Movement, <a href='#Page_145'>145</a>, <a href='#Page_161'>161</a>, <a href='#Page_169'>169</a>, <a href='#Page_180'>180</a>, <a href='#Page_185'>185</a>. </p>
+
+<p>Muscles, <a href='#Page_160'>160</a>. </p>
+
+<p>&nbsp;</p>
+<p>Nationality, <a href='#Page_130'>130</a>. </p>
+
+<p>Nervous disease, <a href='#Page_13'>13</a>. </p>
+
+<p>Newspaper, <a href='#Page_259'>259</a>. </p>
+
+<p>Noise, <a href='#Page_173'>173</a>. </p>
+
+<p>Number, <a href='#Page_275'>275</a>. </p>
+
+<p>Numerical results, <a href='#Page_77'>77</a>. </p>
+
+<p>&nbsp;</p>
+<p>Optics, <a href='#Page_277'>277</a>. </p>
+
+<p>Organization, <a href='#Page_154'>154</a>. </p>
+
+<p>&nbsp;</p>
+<p>Packing, <a href='#Page_282'>282</a>. </p>
+
+<p>Pauses, <a href='#Page_214'>214</a>. </p>
+
+<p>Pedagogy, <a href='#Page_11'>11</a>, <a href='#Page_146'>146</a>. </p>
+
+<p>Personality, <a href='#Page_112'>112</a>. </p>
+
+<p>Position, <a href='#Page_269'>269</a>. </p>
+
+<p>Postal cards, <a href='#Page_286'>286</a>. </p>
+
+<p>Prejudices, <a href='#Page_133'>133</a>. </p>
+
+<p>Psychiatry, <a href='#Page_12'>12</a>. </p>
+
+<p>Psychological laboratories, <a href='#Page_5'>5</a>, <a href='#Page_45'>45</a>, <a href='#Page_257'>257</a>, <a href='#Page_304'>304</a>. </p>
+
+<p>Psychophysical law, <a href='#Page_252'>252</a>. </p>
+
+<p>Psychotechnics, <a href='#Page_17'>17</a>. </p>
+
+<p>&nbsp;</p>
+<p>Qualities, <a href='#Page_27'>27</a>. </p>
+
+<p>Questionnaires, <a href='#Page_43'>43</a>. </p>
+
+<p>&nbsp;</p>
+<p>Race, <a href='#Page_130'>130</a>. </p>
+
+<p>Rapidity, <a href='#Page_187'>187</a>. </p>
+
+<p>Reaction-time, <a href='#Page_54'>54</a>, <a href='#Page_65'>65</a>. </p>
+
+<p>Recognition, <a href='#Page_268'>268</a>. </p>
+
+<p>Repetition, <a href='#Page_148'>148</a>, <a href='#Page_162'>162</a>, <a href='#Page_192'>192</a>, <a href='#Page_262'>262</a>. </p>
+
+<p>Rest, <a href='#Page_217'>217</a>. </p>
+
+<p>Rhythm, <a href='#Page_162'>162</a>, <a href='#Page_187'>187</a>. </p>
+
+<p>&nbsp;</p>
+<p>Salesman, <a href='#Page_294'>294</a>. </p>
+
+<p>Satisfaction, <a href='#Page_248'>248</a>. </p>
+
+<p>Saving, <a href='#Page_165'>165</a>, <a href='#Page_184'>184</a>. </p>
+
+<p>School, <a href='#Page_128'>128</a>, <a href='#Page_146'>146</a>, <a href='#Page_219'>219</a>. </p>
+
+<p>Scientific management, <a href='#Page_49'>49</a>, <a href='#Page_159'>159</a>, <a href='#Page_164'>164</a>, <a href='#Page_168'>168</a>, <a href='#Page_297'>297</a>. </p>
+
+<p>Selection, <a href='#Page_51'>51</a>. <a name="Page_321" id="Page_321" /></p>
+
+<p>Self-knowledge, <a href='#Page_30'>30</a>, <a href='#Page_44'>44</a>. </p>
+
+<p>Self-observation, <a href='#Page_45'>45</a>. </p>
+
+<p>Selling, <a href='#Page_294'>294</a>. </p>
+
+<p>Sewing, <a href='#Page_178'>178</a>. </p>
+
+<p>Sex, <a href='#Page_132'>132</a>. </p>
+
+<p>Shifting, <a href='#Page_118'>118</a>. </p>
+
+<p>Ship models, <a href='#Page_67'>67</a>. </p>
+
+<p>Ship service, <a href='#Page_83'>83</a>. </p>
+
+<p>Shoveling, <a href='#Page_166'>166</a>. </p>
+
+<p>Signals, <a href='#Page_176'>176</a>. </p>
+
+<p>Similarity, <a href='#Page_283'>283</a>, <a href='#Page_286'>286</a>. </p>
+
+<p>Size, <a href='#Page_261'>261</a>. </p>
+
+<p>Sleep, <a href='#Page_224'>224</a>. </p>
+
+<p>Social influences, <a href='#Page_221'>221</a>. </p>
+
+<p>Speed, <a href='#Page_169'>169</a>, <a href='#Page_233'>233</a>. </p>
+
+<p>Subdivision, <a href='#Page_22'>22</a>. </p>
+
+<p>Suggestion, <a href='#Page_274'>274</a>, <a href='#Page_295'>295</a>. </p>
+
+<p>&nbsp;</p>
+<p>Task, <a href='#Page_237'>237</a>. </p>
+
+<p>Technical sciences, <a href='#Page_17'>17</a>. </p>
+
+<p>Technique, <a href='#Page_158'>158</a>, <a href='#Page_161'>161</a>. </p>
+
+<p>Telegraphy, <a href='#Page_150'>150</a>. </p>
+
+<p>Telephone Service, <a href='#Page_97'>97</a>. </p>
+
+<p>Temperature, <a href='#Page_223'>223</a>. </p>
+
+<p>Tests, <a href='#Page_76'>76</a>, <a href='#Page_80'>80</a>, <a href='#Page_105'>105</a>, <a href='#Page_111'>111</a>. </p>
+
+<p>Trade Unions, <a href='#Page_50'>50</a>. </p>
+
+<p>Training, <a href='#Page_125'>125</a>, <a href='#Page_141'>141</a>, <a href='#Page_150'>150</a>. </p>
+
+<p>Type-setting, <a href='#Page_124'>124</a>. </p>
+
+<p>Typewriting, <a href='#Page_151'>151</a>, <a href='#Page_170'>170</a>. </p>
+
+<p>&nbsp;</p>
+<p>Uncertainty, <a href='#Page_284'>284</a>. </p>
+
+<p>Unfitness, <a href='#Page_31'>31</a>. </p>
+
+<p>Uniformity, <a href='#Page_193'>193</a>. <a href='#Page_199'>199</a>. </p>
+
+<p>&nbsp;</p>
+<p>Values, <a href='#Page_245'>245</a>. </p>
+
+<p>Visibility, <a href='#Page_172'>172</a>. </p>
+
+<p>Vividness, <a href='#Page_261'>261</a>. </p>
+
+<p>Vocation, <a href='#Page_32'>32</a>, <a href='#Page_40'>40</a>, <a href='#Page_58'>58</a>. </p>
+
+<p>Vocational counselor, <a href='#Page_41'>41</a>. </p>
+
+<p>Vocational guidance, <a href='#Page_37'>37</a>, <a href='#Page_48'>48</a>. </p>
+
+<p>&nbsp;</p>
+<p>Wages, <a href='#Page_127'>127</a>, <a href='#Page_165'>165</a>, <a href='#Page_195'>195</a>, <a href='#Page_235'>235</a>. </p>
+
+<p>Waste, <a href='#Page_38'>38</a>, <a href='#Page_145'>145</a>, <a href='#Page_160'>160</a>. </p>
+
+<p>Will-impulse, <a href='#Page_149'>149</a>, <a href='#Page_227'>227</a>. </p>
+
+<p>Witness, <a href='#Page_14'>14</a>. </p>
+
+<p>Women, <a href='#Page_132'>132</a>, <a href='#Page_161'>161</a>. </p>
+
+<p>Working-day, <a href='#Page_212'>212</a>, <a href='#Page_296'>296</a>. </p>
+
+
+
+
+
+
+
+
+
+<pre>
+
+
+
+
+
+End of the Project Gutenberg EBook of Psychology and Industrial Efficiency
+by Hugo Münsterberg
+
+*** END OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+***** This file should be named 15154-h.htm or 15154-h.zip *****
+This and all associated files of various formats will be found in:
+ https://www.gutenberg.org/1/5/1/5/15154/
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+Updated editions will replace the previous one--the old editions
+will be renamed.
+
+Creating the works from public domain print editions means that no
+one owns a United States copyright in these works, so the Foundation
+(and you!) can copy and distribute it in the United States without
+permission and without paying copyright royalties. Special rules,
+set forth in the General Terms of Use part of this license, apply to
+copying and distributing Project Gutenberg-tm electronic works to
+protect the PROJECT GUTENBERG-tm concept and trademark. Project
+Gutenberg is a registered trademark, and may not be used if you
+charge for the eBooks, unless you receive specific permission. If you
+do not charge anything for copies of this eBook, complying with the
+rules is very easy. You may use this eBook for nearly any purpose
+such as creation of derivative works, reports, performances and
+research. They may be modified and printed and given away--you may do
+practically ANYTHING with public domain eBooks. Redistribution is
+subject to the trademark license, especially commercial
+redistribution.
+
+
+
+*** START: FULL LICENSE ***
+
+THE FULL PROJECT GUTENBERG LICENSE
+PLEASE READ THIS BEFORE YOU DISTRIBUTE OR USE THIS WORK
+
+To protect the Project Gutenberg-tm mission of promoting the free
+distribution of electronic works, by using or distributing this work
+(or any other work associated in any way with the phrase "Project
+Gutenberg"), you agree to comply with all the terms of the Full Project
+Gutenberg-tm License (available with this file or online at
+https://gutenberg.org/license).
+
+
+Section 1. General Terms of Use and Redistributing Project Gutenberg-tm
+electronic works
+
+1.A. By reading or using any part of this Project Gutenberg-tm
+electronic work, you indicate that you have read, understand, agree to
+and accept all the terms of this license and intellectual property
+(trademark/copyright) agreement. If you do not agree to abide by all
+the terms of this agreement, you must cease using and return or destroy
+all copies of Project Gutenberg-tm electronic works in your possession.
+If you paid a fee for obtaining a copy of or access to a Project
+Gutenberg-tm electronic work and you do not agree to be bound by the
+terms of this agreement, you may obtain a refund from the person or
+entity to whom you paid the fee as set forth in paragraph 1.E.8.
+
+1.B. "Project Gutenberg" is a registered trademark. It may only be
+used on or associated in any way with an electronic work by people who
+agree to be bound by the terms of this agreement. There are a few
+things that you can do with most Project Gutenberg-tm electronic works
+even without complying with the full terms of this agreement. See
+paragraph 1.C below. There are a lot of things you can do with Project
+Gutenberg-tm electronic works if you follow the terms of this agreement
+and help preserve free future access to Project Gutenberg-tm electronic
+works. See paragraph 1.E below.
+
+1.C. The Project Gutenberg Literary Archive Foundation ("the Foundation"
+or PGLAF), owns a compilation copyright in the collection of Project
+Gutenberg-tm electronic works. Nearly all the individual works in the
+collection are in the public domain in the United States. If an
+individual work is in the public domain in the United States and you are
+located in the United States, we do not claim a right to prevent you from
+copying, distributing, performing, displaying or creating derivative
+works based on the work as long as all references to Project Gutenberg
+are removed. Of course, we hope that you will support the Project
+Gutenberg-tm mission of promoting free access to electronic works by
+freely sharing Project Gutenberg-tm works in compliance with the terms of
+this agreement for keeping the Project Gutenberg-tm name associated with
+the work. You can easily comply with the terms of this agreement by
+keeping this work in the same format with its attached full Project
+Gutenberg-tm License when you share it without charge with others.
+
+1.D. The copyright laws of the place where you are located also govern
+what you can do with this work. Copyright laws in most countries are in
+a constant state of change. If you are outside the United States, check
+the laws of your country in addition to the terms of this agreement
+before downloading, copying, displaying, performing, distributing or
+creating derivative works based on this work or any other Project
+Gutenberg-tm work. The Foundation makes no representations concerning
+the copyright status of any work in any country outside the United
+States.
+
+1.E. Unless you have removed all references to Project Gutenberg:
+
+1.E.1. The following sentence, with active links to, or other immediate
+access to, the full Project Gutenberg-tm License must appear prominently
+whenever any copy of a Project Gutenberg-tm work (any work on which the
+phrase "Project Gutenberg" appears, or with which the phrase "Project
+Gutenberg" is associated) is accessed, displayed, performed, viewed,
+copied or distributed:
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+1.E.2. If an individual Project Gutenberg-tm electronic work is derived
+from the public domain (does not contain a notice indicating that it is
+posted with permission of the copyright holder), the work can be copied
+and distributed to anyone in the United States without paying any fees
+or charges. If you are redistributing or providing access to a work
+with the phrase "Project Gutenberg" associated with or appearing on the
+work, you must comply either with the requirements of paragraphs 1.E.1
+through 1.E.7 or obtain permission for the use of the work and the
+Project Gutenberg-tm trademark as set forth in paragraphs 1.E.8 or
+1.E.9.
+
+1.E.3. If an individual Project Gutenberg-tm electronic work is posted
+with the permission of the copyright holder, your use and distribution
+must comply with both paragraphs 1.E.1 through 1.E.7 and any additional
+terms imposed by the copyright holder. Additional terms will be linked
+to the Project Gutenberg-tm License for all works posted with the
+permission of the copyright holder found at the beginning of this work.
+
+1.E.4. Do not unlink or detach or remove the full Project Gutenberg-tm
+License terms from this work, or any files containing a part of this
+work or any other work associated with Project Gutenberg-tm.
+
+1.E.5. Do not copy, display, perform, distribute or redistribute this
+electronic work, or any part of this electronic work, without
+prominently displaying the sentence set forth in paragraph 1.E.1 with
+active links or immediate access to the full terms of the Project
+Gutenberg-tm License.
+
+1.E.6. You may convert to and distribute this work in any binary,
+compressed, marked up, nonproprietary or proprietary form, including any
+word processing or hypertext form. However, if you provide access to or
+distribute copies of a Project Gutenberg-tm work in a format other than
+"Plain Vanilla ASCII" or other format used in the official version
+posted on the official Project Gutenberg-tm web site (www.gutenberg.org),
+you must, at no additional cost, fee or expense to the user, provide a
+copy, a means of exporting a copy, or a means of obtaining a copy upon
+request, of the work in its original "Plain Vanilla ASCII" or other
+form. Any alternate format must include the full Project Gutenberg-tm
+License as specified in paragraph 1.E.1.
+
+1.E.7. Do not charge a fee for access to, viewing, displaying,
+performing, copying or distributing any Project Gutenberg-tm works
+unless you comply with paragraph 1.E.8 or 1.E.9.
+
+1.E.8. You may charge a reasonable fee for copies of or providing
+access to or distributing Project Gutenberg-tm electronic works provided
+that
+
+- You pay a royalty fee of 20% of the gross profits you derive from
+ the use of Project Gutenberg-tm works calculated using the method
+ you already use to calculate your applicable taxes. The fee is
+ owed to the owner of the Project Gutenberg-tm trademark, but he
+ has agreed to donate royalties under this paragraph to the
+ Project Gutenberg Literary Archive Foundation. Royalty payments
+ must be paid within 60 days following each date on which you
+ prepare (or are legally required to prepare) your periodic tax
+ returns. Royalty payments should be clearly marked as such and
+ sent to the Project Gutenberg Literary Archive Foundation at the
+ address specified in Section 4, "Information about donations to
+ the Project Gutenberg Literary Archive Foundation."
+
+- You provide a full refund of any money paid by a user who notifies
+ you in writing (or by e-mail) within 30 days of receipt that s/he
+ does not agree to the terms of the full Project Gutenberg-tm
+ License. You must require such a user to return or
+ destroy all copies of the works possessed in a physical medium
+ and discontinue all use of and all access to other copies of
+ Project Gutenberg-tm works.
+
+- You provide, in accordance with paragraph 1.F.3, a full refund of any
+ money paid for a work or a replacement copy, if a defect in the
+ electronic work is discovered and reported to you within 90 days
+ of receipt of the work.
+
+- You comply with all other terms of this agreement for free
+ distribution of Project Gutenberg-tm works.
+
+1.E.9. If you wish to charge a fee or distribute a Project Gutenberg-tm
+electronic work or group of works on different terms than are set
+forth in this agreement, you must obtain permission in writing from
+both the Project Gutenberg Literary Archive Foundation and Michael
+Hart, the owner of the Project Gutenberg-tm trademark. Contact the
+Foundation as set forth in Section 3 below.
+
+1.F.
+
+1.F.1. Project Gutenberg volunteers and employees expend considerable
+effort to identify, do copyright research on, transcribe and proofread
+public domain works in creating the Project Gutenberg-tm
+collection. Despite these efforts, Project Gutenberg-tm electronic
+works, and the medium on which they may be stored, may contain
+"Defects," such as, but not limited to, incomplete, inaccurate or
+corrupt data, transcription errors, a copyright or other intellectual
+property infringement, a defective or damaged disk or other medium, a
+computer virus, or computer codes that damage or cannot be read by
+your equipment.
+
+1.F.2. LIMITED WARRANTY, DISCLAIMER OF DAMAGES - Except for the "Right
+of Replacement or Refund" described in paragraph 1.F.3, the Project
+Gutenberg Literary Archive Foundation, the owner of the Project
+Gutenberg-tm trademark, and any other party distributing a Project
+Gutenberg-tm electronic work under this agreement, disclaim all
+liability to you for damages, costs and expenses, including legal
+fees. YOU AGREE THAT YOU HAVE NO REMEDIES FOR NEGLIGENCE, STRICT
+LIABILITY, BREACH OF WARRANTY OR BREACH OF CONTRACT EXCEPT THOSE
+PROVIDED IN PARAGRAPH F3. YOU AGREE THAT THE FOUNDATION, THE
+TRADEMARK OWNER, AND ANY DISTRIBUTOR UNDER THIS AGREEMENT WILL NOT BE
+LIABLE TO YOU FOR ACTUAL, DIRECT, INDIRECT, CONSEQUENTIAL, PUNITIVE OR
+INCIDENTAL DAMAGES EVEN IF YOU GIVE NOTICE OF THE POSSIBILITY OF SUCH
+DAMAGE.
+
+1.F.3. LIMITED RIGHT OF REPLACEMENT OR REFUND - If you discover a
+defect in this electronic work within 90 days of receiving it, you can
+receive a refund of the money (if any) you paid for it by sending a
+written explanation to the person you received the work from. If you
+received the work on a physical medium, you must return the medium with
+your written explanation. The person or entity that provided you with
+the defective work may elect to provide a replacement copy in lieu of a
+refund. If you received the work electronically, the person or entity
+providing it to you may choose to give you a second opportunity to
+receive the work electronically in lieu of a refund. If the second copy
+is also defective, you may demand a refund in writing without further
+opportunities to fix the problem.
+
+1.F.4. Except for the limited right of replacement or refund set forth
+in paragraph 1.F.3, this work is provided to you 'AS-IS' WITH NO OTHER
+WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO
+WARRANTIES OF MERCHANTIBILITY OR FITNESS FOR ANY PURPOSE.
+
+1.F.5. Some states do not allow disclaimers of certain implied
+warranties or the exclusion or limitation of certain types of damages.
+If any disclaimer or limitation set forth in this agreement violates the
+law of the state applicable to this agreement, the agreement shall be
+interpreted to make the maximum disclaimer or limitation permitted by
+the applicable state law. The invalidity or unenforceability of any
+provision of this agreement shall not void the remaining provisions.
+
+1.F.6. INDEMNITY - You agree to indemnify and hold the Foundation, the
+trademark owner, any agent or employee of the Foundation, anyone
+providing copies of Project Gutenberg-tm electronic works in accordance
+with this agreement, and any volunteers associated with the production,
+promotion and distribution of Project Gutenberg-tm electronic works,
+harmless from all liability, costs and expenses, including legal fees,
+that arise directly or indirectly from any of the following which you do
+or cause to occur: (a) distribution of this or any Project Gutenberg-tm
+work, (b) alteration, modification, or additions or deletions to any
+Project Gutenberg-tm work, and (c) any Defect you cause.
+
+
+Section 2. Information about the Mission of Project Gutenberg-tm
+
+Project Gutenberg-tm is synonymous with the free distribution of
+electronic works in formats readable by the widest variety of computers
+including obsolete, old, middle-aged and new computers. It exists
+because of the efforts of hundreds of volunteers and donations from
+people in all walks of life.
+
+Volunteers and financial support to provide volunteers with the
+assistance they need, is critical to reaching Project Gutenberg-tm's
+goals and ensuring that the Project Gutenberg-tm collection will
+remain freely available for generations to come. In 2001, the Project
+Gutenberg Literary Archive Foundation was created to provide a secure
+and permanent future for Project Gutenberg-tm and future generations.
+To learn more about the Project Gutenberg Literary Archive Foundation
+and how your efforts and donations can help, see Sections 3 and 4
+and the Foundation web page at https://www.pglaf.org.
+
+
+Section 3. Information about the Project Gutenberg Literary Archive
+Foundation
+
+The Project Gutenberg Literary Archive Foundation is a non profit
+501(c)(3) educational corporation organized under the laws of the
+state of Mississippi and granted tax exempt status by the Internal
+Revenue Service. The Foundation's EIN or federal tax identification
+number is 64-6221541. Its 501(c)(3) letter is posted at
+https://pglaf.org/fundraising. Contributions to the Project Gutenberg
+Literary Archive Foundation are tax deductible to the full extent
+permitted by U.S. federal laws and your state's laws.
+
+The Foundation's principal office is located at 4557 Melan Dr. S.
+Fairbanks, AK, 99712., but its volunteers and employees are scattered
+throughout numerous locations. Its business office is located at
+809 North 1500 West, Salt Lake City, UT 84116, (801) 596-1887, email
+business@pglaf.org. Email contact links and up to date contact
+information can be found at the Foundation's web site and official
+page at https://pglaf.org
+
+For additional contact information:
+ Dr. Gregory B. Newby
+ Chief Executive and Director
+ gbnewby@pglaf.org
+
+
+Section 4. Information about Donations to the Project Gutenberg
+Literary Archive Foundation
+
+Project Gutenberg-tm depends upon and cannot survive without wide
+spread public support and donations to carry out its mission of
+increasing the number of public domain and licensed works that can be
+freely distributed in machine readable form accessible by the widest
+array of equipment including outdated equipment. Many small donations
+($1 to $5,000) are particularly important to maintaining tax exempt
+status with the IRS.
+
+The Foundation is committed to complying with the laws regulating
+charities and charitable donations in all 50 states of the United
+States. Compliance requirements are not uniform and it takes a
+considerable effort, much paperwork and many fees to meet and keep up
+with these requirements. We do not solicit donations in locations
+where we have not received written confirmation of compliance. To
+SEND DONATIONS or determine the status of compliance for any
+particular state visit https://pglaf.org
+
+While we cannot and do not solicit contributions from states where we
+have not met the solicitation requirements, we know of no prohibition
+against accepting unsolicited donations from donors in such states who
+approach us with offers to donate.
+
+International donations are gratefully accepted, but we cannot make
+any statements concerning tax treatment of donations received from
+outside the United States. U.S. laws alone swamp our small staff.
+
+Please check the Project Gutenberg Web pages for current donation
+methods and addresses. Donations are accepted in a number of other
+ways including including checks, online payments and credit card
+donations. To donate, please visit: https://pglaf.org/donate
+
+
+Section 5. General Information About Project Gutenberg-tm electronic
+works.
+
+Professor Michael S. Hart was the originator of the Project Gutenberg-tm
+concept of a library of electronic works that could be freely shared
+with anyone. For thirty years, he produced and distributed Project
+Gutenberg-tm eBooks with only a loose network of volunteer support.
+
+
+Project Gutenberg-tm eBooks are often created from several printed
+editions, all of which are confirmed as Public Domain in the U.S.
+unless a copyright notice is included. Thus, we do not necessarily
+keep eBooks in compliance with any particular paper edition.
+
+
+Most people start at our Web site which has the main PG search facility:
+
+ https://www.gutenberg.org
+
+This Web site includes information about Project Gutenberg-tm,
+including how to make donations to the Project Gutenberg Literary
+Archive Foundation, how to help produce our new eBooks, and how to
+subscribe to our email newsletter to hear about new eBooks.
+
+
+</pre>
+
+</body>
+</html>
diff --git a/15154.txt b/15154.txt
new file mode 100644
index 0000000..6805564
--- /dev/null
+++ b/15154.txt
@@ -0,0 +1,7182 @@
+Project Gutenberg's Psychology and Industrial Efficiency, by Hugo Muensterberg
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+
+Title: Psychology and Industrial Efficiency
+
+Author: Hugo Muensterberg
+
+Release Date: February 23, 2005 [EBook #15154]
+
+Language: English
+
+Character set encoding: ASCII
+
+*** START OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+
+
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+
+
+
+PSYCHOLOGY AND
+INDUSTRIAL EFFICIENCY
+
+
+BY
+
+HUGO MUeNSTERBERG
+
+
+BOSTON AND NEW YORK
+HOUGHTON MIFFLIN COMPANY
+The Riverside Press Cambridge
+1913
+
+
+
+TO
+HAROLD F. McCORMICK
+
+
+
+
+PREFATORY NOTE
+
+This book corresponds to a German book, which I published a few months
+ago, under the title _Psychologie und Wirlschaftsleben: Ein Beitrag
+zur angewandten Experimental-Psychologie_ (Leipzig: J.A. Barth). It is
+not a translation, as some parts of the German volume have been
+abbreviated or entirely omitted and other parts have been enlarged and
+supplemented. Yet the essential substance of the two books is
+identical.
+
+
+
+CONTENTS
+
+
+INTRODUCTION
+
+ I. APPLIED PSYCHOLOGY
+
+ II. THE DEMANDS OF PRACTICAL LIFE
+
+ III. MEANS AND ENDS
+
+
+I. THE BEST POSSIBLE MAN
+
+ IV. VOCATION AND FITNESS
+
+ V. SCIENTIFIC VOCATIONAL GUIDANCE
+
+ VI. SCIENTIFIC MANAGEMENT
+
+ VII. THE METHODS OF EXPERIMENTAL PSYCHOLOGY
+
+ VIII. EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE
+
+ IX. EXPERIMENTS IN THE INTEREST OF SHIP SERVICE
+
+ X. EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE
+
+ XI. CONTRIBUTIONS FROM MEN OF AFFAIRS
+
+ XII. INDIVIDUALS AND GROUPS
+
+
+II. THE BEST POSSIBLE WORK
+
+ XIII. LEARNING AND TRAINING
+
+ XIV. THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS
+
+ XV. THE ECONOMY OF MOVEMENT
+
+ XVI. EXPERIMENTS ON THE PROBLEM OF MONOTONY
+
+ XVII. ATTENTION AND FATIGUE
+
+ XVIII. PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER
+
+
+III. THE BEST POSSIBLE EFFECT
+
+ XIX. THE SATISFACTION OF ECONOMIC DEMANDS
+
+ XX. EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS
+
+ XXI. THE EFFECT OF DISPLAY
+
+ XXII. EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION
+
+ XXIII. BUYING AND SELLING
+
+ XXIV. THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY
+
+
+NOTES
+
+INDEX
+
+
+
+
+PSYCHOLOGY AND INDUSTRIAL EFFICIENCY
+
+
+
+
+INTRODUCTION
+
+
+
+
+I
+
+APPLIED PSYCHOLOGY
+
+
+Our aim is to sketch the outlines of a new science which is to
+intermediate between the modern laboratory psychology and the problems
+of economics: the psychological experiment is systematically to be
+placed at the service of commerce and industry. So far we have only
+scattered beginnings of the new doctrine, only tentative efforts and
+disconnected attempts which have started, sometimes in economic, and
+sometimes in psychological, quarters. The time when an exact
+psychology of business life will be presented as a closed and
+perfected system lies very far distant. But the earlier the attention
+of wider circles is directed to its beginnings and to the importance
+and bearings of its tasks, the quicker and the more sound will be the
+development of this young science. What is most needed to-day at the
+beginning of the new movement are clear, concrete illustrations which
+demonstrate the possibilities of the new method. In the following
+pages, accordingly, it will be my aim to analyze the results of
+experiments which have actually been carried out, experiments
+belonging to many different spheres of economic life. But these
+detached experiments ought always at least to point to a connected
+whole; the single experiments will, therefore, always need a general
+discussion of the principles as a background. In the interest of such
+a wider perspective we may at first enter into some preparatory
+questions of theory. They may serve as an introduction which is to
+lead us to the actual economic life and the present achievements of
+experimental psychology.
+
+It is well known that the modern psychologists only slowly and very
+reluctantly approached the apparently natural task of rendering useful
+service to practical life. As long as the study of the mind was
+entirely dependent upon philosophical or theological speculation, no
+help could be expected from such endeavors to assist in the daily
+walks of life. But half a century has passed since the study of
+consciousness was switched into the tracks of exact scientific
+investigation. Five decades ago the psychologists began to devote
+themselves to the most minute description of the mental experiences
+and to explain the mental life in a way which was modeled after the
+pattern of exact natural sciences. Their aim was no longer to
+speculate about the soul, but to find the psychical elements and the
+constant laws which control their connections. Psychology became
+experimental and physiological. For more than thirty years the
+psychologists have also had their workshops. Laboratories for
+experimental psychology have grown up in all civilized countries, and
+the new method has been applied to one group of mental traits after
+another. And yet we stand before the surprising fact that all the
+manifold results of the new science have remained book knowledge,
+detached from any practical interests. Only in the last ten years do
+we find systematic efforts to apply the experimental results of
+psychology to the needs of society.
+
+It is clear that the reason for this late beginning is not an
+unwillingness of the last century to make theoretical knowledge
+serviceable to the demands of life. Every one knows, on the contrary,
+that the glorious advance of the natural sciences became at the same
+time a triumphal march of technique. Whatever was brought to light in
+the laboratories of the physicists and chemists, of the physiologists
+and pathologists, was quickly transformed into achievements of
+physical and chemical industry, of medicine and hygiene, of
+agriculture and mining and transportation. No realm of the external
+social life remained untouched. The scientists, on the other hand,
+felt that the far-reaching practical effect which came from their
+discoveries exerted a stimulating influence on the theoretical
+researches themselves. The pure search for truth and knowledge was not
+lowered when the electrical waves were harnessed for wireless
+telegraphy, or the Roentgen rays were forced into the service of
+surgery. The knowledge of nature and the mastery of nature have always
+belonged together.
+
+The persistent hesitation of the psychologists to make similar
+practical use of their experimental results has therefore come from
+different causes. The students of mental life evidently had the
+feeling that quiet, undisturbed research was needed for the new
+science of psychology in order that a certain maturity might be
+reached before a contact with the turmoil of practical life would be
+advisable. The sciences themselves cannot escape injury if their
+results are forced into the rush of the day before the fundamental
+ideas have been cleared up, the methods of investigation really tried,
+and an ample supply of facts collected. But this very justified
+reluctance becomes a real danger if it grows into an instinctive fear
+of coming into contact at all with practical life. To be sure, in any
+single case there may be a difference of opinion as to when the right
+time has come and when the inner consolidation of a new science is
+sufficiently advanced for the technical service, but it ought to be
+clear that it is not wise to wait until the scientists have settled
+all the theoretical problems involved. True progress in every
+scientific field means that the problems become multiplied and that
+ever new questions keep coming to the surface. If the psychologists
+were to refrain from practical application until the theoretical
+results of their laboratories need no supplement, the time for applied
+psychology would never come. Whoever looks without prejudice on the
+development of modern psychology ought to acknowledge that the
+hesitancy which was justified in the beginning would to-day be
+inexcusable lack of initiative. For the sciences of the mind too, the
+time has come when theory and practice must support each other. An
+exceedingly large mass of facts has been gathered, the methods have
+become refined and differentiated, and however much may still be under
+discussion, the ground common to all is ample enough to build upon.
+
+Another important reason for the slowness of practical progress was
+probably this. When the psychologists began to work with the new
+experimental methods, their most immediate concern was to get rid of
+mere speculation and to take hold of actual facts. Hence they regarded
+the natural sciences as their model, and, together with the
+experimental method which distinguishes scientific work, the
+characteristic goal of the sciences was accepted too. This scientific
+goal is always the attainment of general laws; and so it happened that
+in the first decades after the foundation of psychological
+laboratories the general laws of the mind absorbed the entire
+attention and interest of the investigators. The result of such an
+attitude was, that we learned to understand the working of the typical
+mind, but that all the individual variations were almost neglected.
+When the various individuals differed in their mental behavior, these
+differences appeared almost as disturbances which the psychologists
+had to eliminate in order to find the general laws which hold for
+every mind. The studies were accordingly confined to the general
+averages of mental experience, while the variations from such averages
+were hardly included in the scientific account. In earlier centuries,
+to be sure, the interest of the psychological observers had been given
+almost entirely to the rich manifoldness of human characters and
+intelligences and talents. In the new period of experimental work,
+this interest was taken as an indication of the unscientific fancies
+of the earlier age, in which the curious and the anecdotal attracted
+the view. The new science which was to seek the laws was to overcome
+such popular curiosity. In this sign experimental psychology has
+conquered. The fundamental laws of the ideas and of the attention, of
+the memory and of the will, of the feeling and of the emotions, have
+been elaborated. Yet it slowly became evident that such one-sidedness,
+however necessary it may have been at the beginning, would make any
+practical application impossible. In practical life we never have to
+do with what is common to all human beings, even when we are to
+influence large masses; we have to deal with personalities whose
+mental life is characterized by particular traits of nationality, or
+race, or vocation, or sex, or age, or special interests, or other
+features by which they differ from the average mind which the
+theoretical psychologist may construct as a type. Still more
+frequently we have to act with reference to smaller groups or to
+single individuals whose mental physiognomy demands careful
+consideration. As long as experimental psychology remained essentially
+a science of the mental laws, common to all human beings, an
+adjustment to the practical demands of daily life could hardly come in
+question. With such general laws we could never have mastered the
+concrete situations of society, because we should have had to leave
+out of view the fact that there are gifted and ungifted, intelligent
+and stupid, sensitive and obtuse, quick and slow, energetic and weak
+individuals.
+
+But in recent years a complete change can be traced in our science.
+Experiments which refer to these individual differences themselves
+have been carried on by means of the psychological laboratory, at
+first reluctantly and in tentative forms, but within the last ten
+years the movement has made rapid progress. To-day we have a
+psychology of individual variations from the point of view of the
+psychological laboratory.[1] This development of schemes to compare
+the differences between the individuals by the methods of experimental
+science was after all the most important advance toward the practical
+application of psychology. The study of the individual differences
+itself is not applied psychology, but it is the presupposition without
+which applied psychology would have remained a phantom.
+
+
+
+
+II
+
+THE DEMANDS OF PRACTICAL LIFE
+
+
+While in this way the progress of psychology itself and the
+development of the psychology of individual differences favored the
+growth of applied psychology, there arose at the same time an
+increasing demand in the midst of practical life. Especially the
+teachers and the physicians, later the lawyers as well, looked for
+help from exact psychology. The science of education and instruction
+had always had some contact with the science of the mind, as the
+pedagogues could never forget that the mental development of the child
+has to stand in the centre of educational thought. For a long while
+pedagogy was still leaning on a philosophical psychology, after that
+old-fashioned study of the soul had been given up in psychological
+quarters. At last, in the days of progressive experimental psychology,
+the time came when the teachers under the pressure of their new needs
+began to inquire how far the modern laboratory could aid them in the
+classroom. The pedagogical psychology of memory, of attention, of
+will, and of intellect was systematically worked up by men with
+practical school interests. We may notice in the movement a slow but
+most important shifting. At first the results of theoretical
+psychology were simply transplanted into the pedagogical field.
+Experiments which were carried on in the interest of pure theoretical
+science were made practical use of, but their application remained a
+mere chance by-product. Only slowly did the pedagogical problems
+themselves begin to determine the experimental investigation. The
+methods of laboratory psychology were applied for the solving of those
+problems which originated in the school experience, and only when this
+point was reached could a truly experimental pedagogy be built on a
+psychological foundation. We stand in the midst of this vigorous and
+healthy movement, which has had a stimulating effect on theoretical
+psychology itself.
+
+We find a similar situation in the sphere of the physician. He could
+not pass by the new science of the mind without instinctively feeling
+that his medical diagnosis and therapy could be furthered in many
+directions by the experimental method. Not only the psychiatrist and
+nerve specialist, but in a certain sense every physician had made use
+of a certain amount of psychology in his professional work. He had
+always had to make clear to himself the mental experiences of the
+patient, to study his pain sensations and his feelings of comfort,
+his fears and his hopes, his perceptions and his volitions, and to a
+certain degree he had always tried to influence the mental life of the
+patient, to work on him by suggestion and to help him by stimulating
+his mind. But as far as a real description and explanation of such
+mental experiences came in question, all remained a dilettantic
+semi-psychology which worked with the most trivial conceptions of
+popular thinking. The medical men recognized the disproportion between
+the exactitude of their anatomical, physiological, and pathological
+observation and the superficiality of their self-made psychology. Thus
+the desire arose in their own medical circle to harmonize their
+psychological means of diagnosis and therapy with the schemes of
+modern scientific psychology. The physician who examines the
+sensations in a nervous disease, or the intelligence in a mental
+disease, or heals by suggestion or hypnotism, tries to apply the
+latest discoveries of the psychological laboratory. But here, too, the
+same development as in pedagogy can be traced. The physicians at first
+made use only of results which had been secured under entirely
+different points of view, but later the experiments were subordinated
+to the special medical problems. Then the physician was no longer
+obliged simply to use what he happened to find among the results of
+the theoretical psychologist, but carried on the experiments in the
+service of medical problems. The independent status of experimental
+medical psychology could be secured only by this development.
+
+In somewhat narrower limits the same may be said as to the problems of
+law. A kind of popular psychology was naturally involved whenever
+judges or lawyers analyzed the experience on the witness stand or
+discussed the motives of crime or the confessions of the criminal or
+the social conditions of criminality. But when every day brought new
+discoveries in the psychological laboratory, it seemed natural to make
+use of the new methods and of the new results in the interest of the
+courtroom. The power of observation in the witness, the exactitude of
+his memory, the character of his illusions and imagination, his
+suggestibility and his feeling, appeared in a new light in view of the
+experimental investigations, and the emotions and volitions of the
+criminal were understood with a new insight. Here, too, the last step
+was taken. Instead of being satisfied with experiments which the
+psychologist had made for his own purposes, the students of legal
+psychology adjusted experiments to the particular needs of the
+courtroom. Investigations were carried on to determine, the fidelity
+of testimony or to find methods for the detection of hidden thoughts
+and so on. Efforts toward the application of psychology have
+accordingly grown up in the fields of pedagogy, medicine, and
+jurisprudence, but as these studies naturally do not remain
+independent of one another, they all together form the one unified
+science of applied psychology.[2]
+
+As soon as the independence of this new science was felt, it was
+natural that new demands and new problems should continue to originate
+within its own limits. There must be applied psychology wherever the
+investigation of mental life can be made serviceable to the tasks of
+civilization. Criminal law, education, medicine, certainly do not
+constitute the totality of civilized life. It is therefore the duty of
+the practical psychologist systematically to examine how far other
+purposes of modern society can be advanced by the new methods of
+experimental psychology. There is, for instance, already, far-reaching
+agreement that the problems of artistic creation, of scientific
+observation, of social reform, and many similar endeavors must be
+acknowledged as organic parts of applied psychology. Only one group of
+purposes is so far surprisingly neglected in the realm of the
+psychological laboratory: the purposes of the economic life, the
+purposes of commerce and industry, of business and the market in the
+widest sense of the word. The question how far applied psychology can
+be extended in this direction is the topic of the following
+discussions.
+
+
+
+
+III
+
+MEANS AND ENDS
+
+
+Applied psychology is evidently to be classed with the technical
+sciences. It may be considered as psychotechnics, since we must
+recognize any science as technical if it teaches us to apply
+theoretical knowledge for the furtherance of human purposes. Like all
+technical sciences, applied psychology tells us what we ought to do if
+we want to reach certain ends; but we ought to realize at the
+threshold where the limits of such a technical science lie, as they
+are easily overlooked, with resulting confusion. We must understand
+that every technical science says only: you must make use of this
+means, if you wish to reach this or that particular end. But no
+technical science can decide within its limits whether the end itself
+is really a desirable one. The technical specialist knows how he ought
+to build a bridge or how he ought to pierce a tunnel, presupposing
+that the bridge or the tunnel is desired. But whether they are
+desirable or not is a question which does not concern the technical
+scientist, but which must be considered from economic or political or
+other points, of view. Everywhere the engineer must know how to reach
+an end, and must leave it to others to settle whether the end in
+itself is desirable. Often the end may be a matter of course for every
+reasonable being. The extreme case is presented by the applied science
+of medicine, where the physician subordinates all his technique to the
+end of curing the patient. Yet if we are consistent we must
+acknowledge that all his medical knowledge can prescribe to him only
+that he proceed in a certain way if the long life of the patient is
+acknowledged as a desirable end. The application of anatomy,
+physiology, and pathology may just as well be used for the opposite
+end of killing a man. Whether it is wise to work toward long life, or
+whether it is better to kill people, is again a problem which lies
+outside the sphere of the applied sciences. Ethics or social
+philosophy or religion have to solve these preliminary' questions. The
+physician as such has only to deal with the means which lead toward
+that goal.
+
+We must make the same discrimination in the psychotechnical field. The
+psychologist may point out the methods by which an involuntary
+confession can be secured from a defendant, but whether it is
+justifiable to extort involuntary confessions is a problem which does
+not concern the psychologist. The lawyers or the legislators must
+decide as to the right or wrong, the legality or illegality, of
+forcing a man to show his bidden ideas. If such an end is desirable,
+the psychotechnical student can determine the right means, and that is
+the limit of his office. We ought to keep in mind that the same holds
+true for the application of psychology in economic life. Economic
+psychotechnics may serve certain ends of commerce and industry, but
+whether these ends are the best ones is not a care with which the
+psychologist has to be burdened. For instance, the end may be the
+selection of the most efficient laborers for particular industries.
+The psychologist may develop methods in his laboratory by which this
+purpose can be fulfilled. But if some mills prefer another goal,--for
+instance, to have not the most efficient but the cheapest possible
+laborers,--entirely different means for the selection are necessary.
+The psychologist is, therefore, not entangled in the economic
+discussions of the day; it is not his concern to decide whether the
+policy of the trusts or the policy of the trade-unions or any other
+policy for the selection of laborers is the ideal one. He is confined
+to the statement; if you wish this end, then you must proceed in this
+way; but it is left to you to express your preference among the ends.
+Applied psychology can, therefore, speak the language of an exact
+science in its own field, independent of economic opinions and
+debatable partisan interests. This is necessary limitation, but in
+this limitation lies the strength of the new science. The psychologist
+may show how a special commodity can be advertised; but whether from a
+social point of view it is desirable to reinforce the sale of these
+goods is no problem for psychotechnics. If a sociologist insists that
+it would be better if not so many useless goods were bought, and that
+the aim ought rather to be to protect the buyer than to help the
+seller, the psychologist would not object. His interest would only be
+to find the right psychological means to lead to this other social
+end. He is partisan neither of the salesman nor of the customer,
+neither of the capitalist nor of the laborer, he is neither Socialist
+nor anti-Socialist, neither high-tariff man nor free-trader. Here,
+too, of course, there are certain goals which are acknowledged on all
+sides, and which therefore hardly need any discussion, just as in the
+case of the physician, where the prolongation of life is practically
+acknowledged as a desirable end by every one. But everywhere where the
+aim is not perfectly a matter of course, the psychotechnical
+specialist fulfills his task only when he is satisfied with
+demonstrating that certain psychical means serve a certain end, and
+that they ought to be applied as soon as that end is accepted.
+
+The whole system of psychotechnical knowledge might be subdivided
+under either of the two aspects. Either we might start from the
+various mental processes and ask for what end each mental factor can
+be practically useful and important, or we can begin with studying
+what significant ends are acknowledged in our society and then we can
+seek the various psychological facts which are needed as means for the
+realization of these ends. The first way offers many conveniences.
+There we should begin with the mental states of attention, memory,
+feeling, and so on, and should study how the psychological knowledge
+of every one of these mental states can render service in many
+different practical fields. The attention, for instance, is important
+in the classroom when the teacher tries to secure the attention of the
+pupils, but the judge expects the same attention from the jurymen in
+the courtroom, the artist seeks to stir up the attention of the
+spectator, the advertiser demands the attention of the newspaper
+readers. Whoever studies the characteristics of the mental process of
+attention may then be able to indicate how in every one of these
+unlike cases the attention can be stimulated and retained.
+Nevertheless the opposite way which starts from the tasks to be
+fulfilled seems more helpful and more fundamentally significant. The
+question, then, is what mental processes become important for the
+tasks of education, what for the purposes of the courtroom, what for
+the hospital, what for the church, what for politics, and so on.
+
+As this whole essay is to be devoted exclusively to the economic
+problems, we are obliged to choose the second way; that is, to arrange
+applied psychology with reference to its chief ends and not with
+reference to the various means. But the same question comes up in the
+further subdivision of the material. In the field of economic
+psychology, too, we might ask how far the study of attention, or of
+perception, or of feeling, or of will, or of memory, and so on, can be
+useful for the purposes of the business man. Or here, too, we might
+begin with the consideration of the various ends and purposes. The
+ends of commerce are different from those of industry, those of
+publishing different from those of transportation, those of
+agriculture different from those of mining; or, in the field of
+commerce, the purposes of the retailer are different from those of the
+wholesale merchant. There can be no limit to such subdivisions; each
+particular industry has its own aims, and in the same industry a large
+variety of tasks are united. We should accordingly be led to an ample
+classification of special economic ends with pigeonholes for every
+possible kind of business and of labor. The psychologist would have to
+find for every one of these ends the right mental means. This would be
+the ideal system of economic psychology.
+
+But we are still endlessly far from such a perfect system. Modern
+educational psychology and medical psychology have reached a stage at
+which an effort for such a complete system might be realized, but
+economic psychology is still at too early a stage of development. It
+would be entirely artificial to-day to aim at such ideal completeness.
+If we were to construct such a complete system of questions, we should
+have no answers. In the present stage nothing can be seriously
+proposed but the selection of a few central purposes which occur in
+every department of business life, and a study of the means to reach
+these special ends by the discussion of some typical cases which may
+clearly illustrate the methods involved.
+
+From this point of view we select three chief purposes of business
+life, purposes which are important in commerce and industry and every
+economic endeavor. We ask how we can find the men whose mental
+qualities make them best fitted for the work which they have to do;
+secondly, under what psychological conditions we can secure the
+greatest and most satisfactory output of work from every man; and
+finally, how we can produce most completely the influences on human
+minds which are desired in the interest of business. In other words,
+we ask how to find the best possible man, how to produce the best
+possible work, and how to secure the best possible effects.
+
+
+
+
+PART I
+
+THE BEST POSSIBLE MAN
+
+
+
+
+IV
+
+VOCATION AND FITNESS
+
+
+Instead of lingering over theoretical discussions, we will move
+straight on toward our first practical problem. The economic task,
+with reference to which we want to demonstrate the new psychotechnic
+method, is the selection of those personalities which by their mental
+qualities are especially fit for a particular kind of economic work.
+This problem is especially useful to show what the new method can do
+and what it cannot do. Whether the method is sufficiently developed to
+secure full results to-day, or whether they will come to-morrow, is
+unimportant. It is clear that the success of to-morrow is to be hoped
+for, only if understanding and interest in the problem is already
+alive to-day.
+
+When we inquire into the qualities of men, we use the word here in its
+widest meaning. It covers, on the one side, the mental dispositions
+which may still be quite undeveloped and which may unfold only under
+the influence of special conditions in the surroundings; but, on the
+other side, it covers the habitual traits of the personality, the
+features of the individual temperament and character, of the
+intelligence and of the ability, of the collected knowledge and of the
+acquired experience. All variations of will and feeling, of perception
+and thought, of attention and emotion, of memory and imagination, are
+included here. From a purely psychological standpoint, quite
+incomparable contents and functions and dispositions of the
+personality are thus thrown together, but in practical life we are
+accustomed to proceed after this fashion: if a man applies for a
+position, he is considered with regard to the totality of his
+qualities, and at first nobody cares whether the particular feature is
+inherited or acquired, whether it is an individual chance variation or
+whether it is common to a larger group, perhaps to all members of a
+certain nationality or race. We simply start from the clear fact that
+the personalities which enter into the world of affairs present an
+unlimited manifoldness of talents and abilities and functions of the
+mind. From this manifoldness, it necessarily follows that some are
+more, some less, fit for the particular economic task. In view of the
+far-reaching division of labor in our modern economic life, it is
+impossible to avoid the question how we can select the fit
+personalities and reject the unfit ones.
+
+How has modern society prepared itself to settle this social demand?
+In case that certain knowledge is indispensable for the work or that
+technical abilities must have been acquired, the vocation is
+surrounded by examinations. This is true of the lower as well as of
+the higher activities. The direct examination is everywhere
+supplemented by testimonials covering the previous achievements, by
+certificates referring to the previous education, and in frequent
+cases by the endeavor to gain a personal impression from the
+applicant. But if we take all this together, the total result remains
+a social machinery by which perhaps the elimination of the entirely
+unfit can be secured. But no one could speak of a really satisfactory
+adaptation of the manifold personalities to the economic vocational
+tasks. All those examinations and tests and certificates refer
+essentially to what can be learned from without, and not to the true
+qualities of the mind and the deeper traits. The so-called
+impressions, too, are determined by the most secondary and external
+factors. Society relies instinctively on the hope that the natural
+wishes and interests will push every one to the place for which his
+dispositions, talents, and psychophysical gifts prepare him.
+
+In reality this confidence is entirely unfounded. A threefold
+difficulty exists. In the first place, young people know very little
+about themselves and their abilities. When the day comes on which they
+discover their real strong points and their weaknesses, it is often
+too late. They have usually been drawn into the current of a
+particular vocation, and have given too much energy to the preparation
+for a specific achievement to change the whole life-plan once more.
+The entire scheme of education gives to the individual little chance
+to find himself. A mere interest for one or another subject in school
+is influenced by many accidental circumstances, by the personality of
+the teacher or the methods of instruction, by suggestions of the
+surroundings and by home traditions, and accordingly even such a
+preference gives rather a slight final indication of the individual
+mental qualities. Moreover, such mere inclinations and interests
+cannot determine the true psychological fitness for a vocation. To
+choose a crude illustration, a boy may think with passion of the
+vocation of a sailor, and yet may be entirely unfit for it, because
+his mind lacks the ability to discriminate red and green. He himself
+may never have discovered that he is color-blind, but when he is ready
+to turn to the sailor's calling, the examination of his
+color-sensitiveness which is demanded may have shown the disturbing
+mental deficiency. Similar defects may exist in a boy's attention or
+memory, judgment or feeling, thought or imagination, suggestibility or
+emotion, and they may remain just as undiscovered as the defect of
+color-blindness, which is characteristic of four per cent of the male
+population. All such deficiencies may be dangerous in particular
+callings. But while the vocation of the ship officer is fortunately
+protected nowadays by such a special psychological examination, most
+other vocations are unguarded against the entrance of the mentally
+unfit individuals.
+
+As the boys and girls grow up without recognizing their psychical
+weaknesses, the exceptional strength of one or another mental function
+too often remains unnoticed by them as well. They may find out when
+they are favored with a special talent for art or music or
+scholarship, but they hardly ever know that their attention, or their
+memory, or their will, or their intellectual apprehension, or their
+sensory perceptions, are unusually developed in a particular
+direction; yet such an exceptional mental disposition might be the
+cause of special success in certain vocations. But we may abstract
+from the extremes of abnormal deficiency and abnormal overdevelopment
+in particular functions. Between them we find the broad region of the
+average minds with their numberless variations, and these variations
+are usually quite unknown to their possessors. It is often surprising
+to see how the most manifest differences of psychical organization
+remain unnoticed by the individuals themselves. Men with a pronounced
+visual type of memory and men with a marked acoustical type may live
+together without the slightest idea that their contents of
+consciousness are fundamentally different from each other. Neither the
+children nor their parents nor their teachers burden themselves with
+the careful analysis of such actual mental qualities when the choice
+of a vocation is before them. They know that a boy who is completely
+unmusical must not become a musician, and that the child who cannot
+draw at all must not become a painter, just as on physical grounds a
+boy with very weak muscles is not fit to become a blacksmith. But as
+soon as the subtler differentiation is needed, the judgment of all
+concerned seems helpless and the physical characteristics remain
+disregarded.
+
+A further reason for the lack of adaptation, and surely a most
+important one, lies in the fact that the individual usually knows only
+the most external conditions of the vocations from which he chooses.
+The most essential requisite for a truly perfect adaptation, namely, a
+real analysis of the vocational demands with reference to the
+desirable personal qualities, is so far not in existence. The young
+people generally see some superficial traits of the careers which seem
+to stand open, and, besides, perhaps they notice the great rewards of
+the most successful. The inner labor, the inner values, and the inner
+difficulties and frictions are too often unknown to those who decide
+for a vocation, and they are unable to correlate those essential
+factors of the life-calling with all that nature by inheritance, and
+society by surroundings and training, have planted and developed in
+their minds.
+
+In addition to this ignorance as to one's own mental disposition and
+to the lack of understanding of the true mental requirements of the
+various social tasks comes finally the abundance of trivial chances
+which become decisive in the choice of a vocation. Vocation and
+marriage are the two most consequential decisions in life. In the
+selection of a husband or a wife, too, the decision is very frequently
+made dependent upon the most superficial and trivial motives. Yet the
+social philosopher may content himself with the belief that even in
+the fugitive love desire a deeper instinct of nature is expressed,
+which may at least serve the biological tasks of married life. In the
+choice of a vocation, even such a belief in a biological instinct is
+impossible. The choice of a vocation, determined by fugitive whims and
+chance fancies, by mere imitation, by a hope for quick earnings, by
+irresponsible recommendation, or by mere laziness, has no internal
+reason or excuse. Illusory ideas as to the prospects of a career,
+moreover, often falsify the whole vista; and if we consider all this,
+we can hardly be surprised that our total result is in many respects
+hardly better than if everything were left entirely to accident. Even
+on the height of a mental training to the end of adolescence, we see
+how the college graduates are too often led by accidental motives to
+the decision whether they shall become lawyers or physicians or
+business men, but this superficiality of choice of course appears much
+more strongly where the lifework is to be built upon the basis of a
+mere elementary or high school education.
+
+The final result corresponds exactly to these conditions. Everywhere,
+in all countries and in all vocations, but especially in the economic
+careers, we hear the complaint that there is lack of really good men.
+Everywhere places are waiting for the right man, while at the same
+time we find everywhere an oversupply of mediocre aspirants. This,
+however, does not in the least imply that there really are not enough
+personalities who might be perfectly fit even for the highest demands
+of the vocations; it means only that as a matter of course the result
+in the filling of positions cannot be satisfactory, if the placing of
+the individuals is carried on without serious regard for the personal
+mental qualities. The complaint that there is lack of fit human
+material would probably never entirely disappear, as with a better
+adjustment of the material, the demands would steadily increase; but
+it could at least be predicted with high probability that this lack of
+really fit material would not be felt so keenly everywhere if the
+really decisive factor for the adjustment of personality and vocation,
+namely, the dispositions of the mind, were not so carelessly ignored.
+
+Society, to be sure, has a convenient means of correction. The
+individual tries, and when he is doing his work too badly, he loses
+his job, he is pushed out from the career which be has chosen, with
+the great probability that he will be crushed by the wheels of social
+life. It is a rare occurrence for the man who is a failure in his
+chosen vocation, and who has been thrown out of it, to happen to come
+into the career in which he can make a success. Social statistics show
+with an appalling clearness what a burden and what a danger to the
+social body is growing from the masses of those who do not succeed and
+who by their lack of success become discouraged and embittered. The
+social psychologist cannot resist the conviction that every single
+one could have found a place in which he could have achieved something
+of value for the commonwealth. The laborer, who in spite of his best
+efforts shows himself useless and clumsy before one machine, might
+perhaps have done satisfactory work in the next mill where the
+machines demand another type of mental reaction. His psychical rhythm
+and his inner functions would be able to adjust themselves to the
+requirements of the one kind of labor and not to those of the other.
+Truly the whole social body has had to pay a heavy penalty for not
+making even the faintest effort to settle systematically the
+fundamental problem of vocational choice, the problem of the psychical
+adaptation of the individuality. An improvement would lie equally in
+the interest of those who seek positions and those who have positions
+to offer. The employers can hope that in all departments better work
+will be done as soon as better adapted individuals can be obtained;
+and, on the other hand, those who are anxious to make their working
+energies effective may expect that the careful selection of individual
+mental characters for the various tasks of the world will insure not
+only greater success and gain, but above all greater joy in the work,
+deeper satisfaction, and more harmonious unfolding of the personality.
+
+
+
+
+V
+
+SCIENTIFIC VOCATIONAL GUIDANCE
+
+
+Observations of this kind, which refer to the borderland region
+between psychology and social politics, are valid for all modern
+nations. Yet it is hardly a chance that the first efforts toward a
+systematic overcoming of some of these difficulties have been made
+with us in America. The barriers between the classes lie lower; here
+the choice of a vocation is less determined by tradition; and it
+belongs to the creed of political democracy that just as everybody can
+be called to the highest elective offices, so everybody ought to be
+fit for any vocation in any sphere of life. The wandering from calling
+to calling is more frequent in America than anywhere else. To be sure,
+this has the advantage that a failure in one vocation does not bring
+with it such a serious injury as in Europe, but it contributes much to
+the greater danger that any one may jump recklessly and without
+preparation into any vocational stream.
+
+It is fresh in every one's mind how during the last decade the
+economic conscience of the whole American nation became aroused. Up to
+the end of the last century the people had lived with the secure
+feeling of possessing a country with inexhaustible treasures. The last
+few years brought the reaction, and it became increasingly clear how
+irresponsible the national attitude had been, how the richness of the
+forests and the mines and the rivers had been recklessly squandered
+without any thought of the future. Conservation of the national
+possessions suddenly became the battle-cry, and this turned the eye
+also to that limitless waste of human material, a waste going on
+everywhere in the world, but nowhere more widely than in the United
+States. The feeling grew that no waste of valuable possessions is so
+reckless as that which results from the distributing of living force
+by chance methods instead of examining carefully how work and workmen
+can fit one another. While this was the emotional background, two
+significant social movements originated in our midst. The two
+movements were entirely independent of each other, but from two
+different starting-points they worked in one respect toward the same
+goal. They are social and economic movements, neither of which at
+first had anything directly to do with psychological questions; but
+both led to a point where the psychological turn of the problem seemed
+unavoidable. Here begins the obligation of the psychologist, and the
+possibility of fulfilling this obligation will be the topic of our
+discussion concerning the selection of the best man.
+
+These two American movements which we have in mind are the effort to
+furnish to pupils leaving the school guidance in their choice of a
+vocation, and the nowadays still better known movement toward
+scientific management in commerce and industry. The movement toward
+vocational guidance is externally still rather modest and confined to
+very narrow circles, but it is rapidly spreading and is not without
+significant achievements. It started in Boston. There the late Mr.
+Parsons once called a meeting of all the boys of his neighborhood who
+were to leave the elementary schools at the end of the year. He wanted
+to consider with them whether they had reasonable plans for their
+future. At the well-attended meeting it became clear that the boys
+knew little concerning what they had to expect in practical life, and
+Parsons was able to give them, especially in individual discussions,
+much helpful information. They knew too little of the characteristic
+features of the vocations to which they wanted to devote themselves,
+and they had given hardly any attention to the question whether they
+had the necessary qualifications for the special work. From this germ
+grew a little office which was opened in 1908, in which all Boston
+boys and girls at the time when they left school were to receive
+individual suggestions with reference to the most reasonable and best
+adjusted selection of a calling. There is hardly any doubt that the
+remarkable success of this modest beginning was dependent upon the
+admirable personality of the late organizer, who recognized the
+individual features with unusual tact and acumen. But he himself had
+no doubt that such a merely impressionistic method could not satisfy
+the demands. He saw that a threefold advance would become necessary.
+First, it was essential to analyze the objective relations of the many
+hundred kinds of accessible vocations. Their economic, hygienic,
+technical, and social elements ought to be examined so that every boy
+and girl could receive reliable information as to the demands of the
+vocation and as to the prospects and opportunities in it. Secondly, it
+would become essential to interest the schools in all these complex
+questions of vocational choice, so that, by observation of individual
+tendencies and abilities of the pupils, the teachers might furnish
+preparatory material for the work of the institute for vocational
+guidance. Thirdly,--and this is for us the most important point,--he
+saw that the methods had to be elaborated in such a way that the
+personal traits and dispositions might be discovered with much
+greater exactitude and with much richer detail than was possible
+through what a mere call on the vocational counselor could unveil.[3]
+
+It is well known how this Boston bureau has stimulated a number of
+American cities to come forward with similar beginnings. The
+pedagogical circles have been especially aroused by the movement,
+municipal and philanthropic boards have at least approached this group
+of problems, two important conferences for vocational guidance have
+met in New York, and at various places the question has been discussed
+whether or not a vocational counselor might be attached to the schools
+in a position similar to that of the school physician. The chief
+progress has been made in the direction of collecting reliable data
+with reference to the economic and hygienic conditions of the various
+vocations, the demand and supply and the scale of wages. In short,
+everything connected with the externalities of the vocations has been
+carefully analyzed, and sufficient reliable material has been gained,
+at least regarding certain local conditions. In the place of
+individual advice, we have thus to a certain degree obtained general
+economic investigations from which each can gather what he needs. It
+seems that sometimes the danger of letting such offices degenerate
+into mere agencies for employment has not been avoided, but that is
+one of the perils of the first development. The mother institute in
+Boston, too, under its new direction emphasizes more the economic and
+hygienic side, and has set its centre of gravity in a systematic
+effort to propagate understanding of the problems of vocational
+guidance and to train professional vocational counselors in systematic
+courses, who are then to carry the interest over the land.[4]
+
+The real psychological analysis with which the movement began has,
+therefore, been somewhat pushed aside for a while, and the officers of
+those institutes declare frankly that they want to return to the
+mental problem only after professional psychologists have sufficiently
+worked out the specific methods for its mastery. Most counselors seem
+to feel instinctively that the core of the whole matter lies in the
+psychological examination, but they all agree that for this they must
+wait until the psychological laboratories can furnish them with really
+reliable means and schemes. Certainly it is very important, for
+instance, that boys with weak lungs be kept away from such industrial
+vocations as have been shown by the statistics to be dangerous for the
+lungs, or that the onrush to vocations be stopped where the statistics
+allow it to be foreseen that there will soon be an oversupply of
+workers. But, after all, it remains much more decisive for the welfare
+of the community, and for the future life happiness of those who leave
+the school, that every one turn to those forms of work to which his
+psychological traits are adjusted, or at least that he be kept away
+from those in which his mental qualities and dispositions would make a
+truly successful advance improbable.
+
+The problem accordingly has been handed over from the vocational
+counselors to the experimental psychologists, and it is certainly in
+the spirit of the modern tendency toward applied psychology that the
+psychological laboratories undertake the investigation and withdraw it
+from the dilettantic discussion of amateur psychologists or the mere
+impressionism of the school-teachers. Even those early beginnings
+indicate clearly that the goal can be reached only through exact,
+scientific, experimental research, and that the mere naive
+methods--for instance, the filling-out of questionnaires which may be
+quite useful in the first approach--cannot be sufficient for a real,
+persistent furtherance of economic life and of the masses who seek
+their vocations. In order to gain an analysis of the individual,
+Parsons made every applicant answer in writing a long series of
+questions which referred to his habits and his emotions, his
+inclinations and his expectations, his traits and his experiences. The
+psychologist, however, can hardly be in doubt that just the mental
+qualities which ought to be most important for the vocational
+counselor can scarcely be found out by such methods. We have
+emphasized before that the ordinary individual knows very little of
+his own mental functions: on the whole, he knows them as little as he
+knows the muscles which be uses when he talks or walks. Among his
+questions Parsons included such ones as: "Are your manners quiet,
+noisy, boisterous, deferential, or self-assertive? Are you thoughtful
+of the comfort of others? Do you smile naturally and easily, or is
+your face ordinarily expressionless? Are you frank, kindly, cordial,
+respectful, courteous in word and actions? Do you look people frankly
+in the eye? Are your inflections natural, courteous, modest, musical,
+or aggressive, conceited, pessimistic, repellent? What are your powers
+of attention, observation, memory, reason, imagination, inventiveness,
+thoughtfulness, receptiveness, quickness, analytical power,
+constructiveness, breadth, grasp? Can you manage people well? Do you
+know a fine picture when you see it? Is your will weak, yielding,
+vacillating, or firm, strong, stubborn? Do you like to be with people
+and do they like to be with you?"--and so on. It is clear that the
+replies to questions of this kind can be of psychological value only
+when the questioner knows beforehand the mind of the youth, and can
+accordingly judge with what degree of understanding, sincerity, and
+ability the circular blanks have been filled out. But as the questions
+are put for the very purpose of revealing the personality, the entire
+effort tends to move in a circle.
+
+To break this circle, it indeed becomes necessary to emancipate one's
+self from the method of ordinary self-observation and to replace it by
+objective experiment in the psychological laboratory. Experimentation
+in such a laboratory stands in no contrast to the method of
+introspection. A contrast does exist between self-observation and
+observation on children or patients or primitive peoples or animals.
+In their case the psychologist observes his material from without. But
+in the case of the typical laboratory experiment, everything is
+ultimately based on self-observation; only we have to do with the
+self-observation under exact conditions which the experimenter is able
+to control and to vary at will. Even Parsons sometimes turned to
+little experimental inquiries in which he simplified some well-known
+methods of the laboratory in order to secure with the most elementary
+means a certain objective foundation for his mental analysis. For
+instance, he sometimes examined the memory by reading to the boys
+graded sentences containing from ten to fifty words and having them
+repeat what they remembered, or he measured with a watch the rapidity
+of reading and writing, or he determined the sensitiveness for the
+discrimination of differences by asking them to make a point with a
+pencil in the centres of circles of various sizes. But if such
+experimental schemes, even of the simplest form, are in question, it
+seems a matter of course that the plan ought to be prescribed by real
+scientists who specialize in the psychological field. The
+psychologist, for instance, surely cannot agree to a method which
+measures the memory by such a method of having spoken sentences
+repeated and the quality of the memory faculty naively graded
+according to the results. He knows too well that there are many
+different kinds of memory, and would always determine first which type
+of memory functions is to be examined if memory achievements are
+needed for a particular calling.
+
+But even with a more exact method of experimenting, such a procedure
+would not be sufficient to solve the true problem. A second step would
+still be necessary: namely, the adaptation of the experimental result
+to the special psychological requirements of the economic activity;
+and this again presupposes an independent psychological analysis. Most
+of the previous efforts have suffered from the carelessness with which
+this second step was ignored, and the special mental requirements were
+treated as a matter of course upon which any layman could judge. In
+reality they need the most careful psychological analysis, and only if
+this is carried out with the means of scientific psychology, can a
+study of the abilities of the individual become serviceable to the
+demands of the market. Such a psychological disentangling of the
+requirements of the callings, in the interest of guidance, is
+attempted in the material which the various vocational institutes have
+prepared, but it seldom goes beyond commonplaces. We read there, for
+instance,[5] for the confectioner: "Boys in this industry must be
+clean, quick, and strong. The most important qualities desired are
+neatness and adaptability to routine"; or, for the future baker, the
+boy "ought to know how to conduct himself and to meet the public"; or
+for the future architectural designer, "he must have creative ability,
+artistic feeling, and power to sketch"; or for the dressmaker, she
+"should have good eyesight and good sense of color, and an ability to
+use her hands readily; she should be able to apply herself steadily
+and be fairly quick in her movements; neatness of person is also
+essential"; or for the stenographer, she must be "possessed of
+intelligence, good judgment, and common sense; must have good
+eyesight, good hearing, and a good memory; must have quick perception,
+and be able to concentrate her attention completely on any matter in
+hand." It is evident that all this is extremely far from any
+psychological analysis in the terms of science. All taken together, we
+may, therefore, say that in the movement for vocational guidance
+practically nothing has been done to make modern experimental
+psychology serviceable to the new task. But on the one side, it has
+shown that this work of the experimental psychologist is the next step
+necessary. On the other side, it has become evident that in the
+vocation bureaus appropriate social agencies are existing which are
+ready to take up the results of such work, and to apply them for the
+good of the American youth and of commerce and industry, as soon as
+the experimental psychologist has developed the significant methods.
+
+
+
+
+VI
+
+SCIENTIFIC MANAGEMENT
+
+
+Before we discuss some cases of such experimental investigations, we
+may glance at that other American movement, the well-known systematic
+effort toward scientific management which has often been interpreted
+in an expansive literature.[6] Enthusiastic followers have declared it
+to be the greatest advance in industry since the introduction of the
+mill system and of machinery. Opponents have hastily denounced it as a
+mistake, and have insisted that it proved a failure in the factories
+in which it has been introduced. A sober examination of the facts soon
+demonstrates that the truth lies in the middle. Those followers of
+Frederick W. Taylor who have made almost a religion out of his ideas
+have certainly often exaggerated the practical applicability of the
+new theories, and their actual reforms in the mills have not seldom
+shown that the system is still too topheavy; that is, there are too
+many higher employees necessary in order to keep the works running on
+principles of scientific management. On the other hand, the opposition
+which comes from certain quarters,--for instance, from some
+trade-unions,--may be disregarded, as it is not directed against the
+claim that the efficiency can be heightened, but only against some
+social features of the scheme, such as the resulting temporary
+reduction of the number of workmen. But nobody can deny that this
+revolutionary movement has introduced most valuable suggestions which
+the industrial world cannot afford to ignore, and that as soon as
+exaggerations are avoided and experience has created a broader
+foundation, the principles of the new theory will prove of lasting
+value. We shall have to discuss, at a later point, various special
+features of the system, especially the highly interesting motion
+study. Here we have to deal only with those tendencies of the movement
+and with those interests which point toward our present problem, the
+mental analysis of the individual employees in order to avoid misfits.
+
+The approach to this problem, indeed, seems unavoidable for the
+students of scientific management, as its goal is an organization of
+economic work by which the waste of energy will be avoided and the
+greatest increase in the efficiency of the industrial enterprise will
+be reached. The recognition that this can never be effected by a mere
+excessive driving of the workingmen belongs to its very
+presuppositions. The illusory means of prolongation of the
+working-time and similar devices by which the situation of the
+individual deteriorates would be out of the question; on the contrary,
+the heightening of the individual's joy in the work and of the
+personal satisfaction in one's total life development belongs among
+the most important, indirect agencies of the new scheme. This end is
+reached by many characteristic changes in the division of labor; also
+by a new division between supervisors and workers, by transformations
+of the work itself and of the tools and vehicles. But as a by-product
+of these efforts the demand necessarily arose for means by which the
+fit individuals could be found for special kinds of labor. The more
+scientific management introduced changes, by which the individual
+achievement often had to become rather complicated and difficult, the
+more it became necessary to study the skill and the endurance and the
+intelligence of the individual laborers in order to entrust these new
+difficult tasks only to the most appropriate men in the factories and
+mills. The problem of individual selection accordingly forced itself
+on the new efficiency engineers, and they naturally recognized that
+the really essential traits and dispositions were the mental ones. In
+the most progressive books of the new movement, this need of
+emphasizing the selection of workers with reference to their mental
+equipment comes to clear expression.
+
+Yet this is very far from a real application of scientific psychology
+to the problem at hand. Wherever the question of the selection of the
+fit men after psychological principles is mentioned in the literature
+of this movement, the language becomes vague, and the same men, who
+use the newest scientific knowledge whenever physics or mathematics or
+physiology or chemistry are involved, make hardly any attempts to
+introduce the results of science when psychology is in question. The
+clearest insight into the general situation may be found in the most
+recent books by Emerson. He says frankly: "It is psychology, not soil
+or climate, that enables man to raise five times as many potatoes per
+acre as the average in his own state";[7] or: "In selecting human
+assistants such superficialities as education, as physical strength,
+even antecedent morality, are not as important as the inner attitudes,
+proclivities, character, which after all determine the man or
+woman."[8] He also fully recognizes the necessity of securing as early
+as possible the psychological essentials. He says: "The type for the
+great newspaper is set up by linotype operators. Apprenticeship is
+rigorously limited. Some operators can never get beyond the 2500-em
+class, others with no more personal effort can set 5000 ems. Do the
+employers test out applicants for apprenticeship so as to be sure to
+secure boys who will develop into the 5000-em class? They do not: they
+select applicants for any near reason except the fundamental important
+one of innate fitness."[9] But all this points only to the existence
+of the problem, and in reality gives not even a hint for its solution.
+The theorists of scientific management seem to think that the most
+subtle methods are indispensable for physical measurements, but for
+psychological inquiry nothing but a kind of intuition is necessary.
+Emerson tells how, for instance, "The competent specialist who has
+supplemented natural gifts and good judgment by analysis and synthesis
+can perceive attitudes and proclivities even in the very young, much
+more readily in those semi-matured, and can with almost infallible
+certainty point out, not only what work can be undertaken with fair
+hope of success, but also what slight modification or addition and
+diminution will more than double the personal power."[10] The true
+psychological specialists surely ought to decline this flattering
+confidence. Far from the "almost infallible certainty," they can
+hardly expect even a moderate amount of success in such directions so
+long as specific methods have not been elaborated, and so long as no
+way has been shown to make experimental measurements by which such
+mere guesswork can be replaced by scientific investigation.
+
+The only modest effort to try a step in this direction toward the
+psychological laboratory is recorded by Taylor,[11] who tells of Mr.
+S.E. Thompson's work in a bicycle ball factory, where a hundred and
+twenty girls were inspecting the balls. They had to place a row of
+small polished steel balls on the back of the left hand and while they
+were rolled over and over in the crease between two of the fingers
+placed together, they were minutely examined in a strong light and the
+defective balls were picked out with the aid of a magnet held in the
+right hand. The work required the closest attention and concentration.
+The girls were working ten and a half hours a day. Mr. Thompson soon
+recognized that the quality most needed, beside endurance and
+industry, was a quick power of perception accompanied by quick
+responsive action. He knew that the psychological laboratory has
+developed methods for a very exact measurement of the time needed to
+react on an impression with the quickest possible movement; it is
+called the reaction time, and is usually measured in thousandths of a
+second. He therefore considered it advisable to measure the
+reaction-time of the girls, and to eliminate from service all those
+who showed a relatively long time between the stimulus and reaction.
+This involved laying off many of the most intelligent, hardest-working,
+and most trustworthy girls. Yet the effect was the possibility of
+shortening the hours and of reducing more and more the number of
+workers, with the final outcome that thirty-five girls did the work
+formerly done by a hundred and twenty, and that the accuracy of the
+work at the higher speed was two thirds greater than at the former
+slow speed. This allowed almost a doubling of the wages of the girls
+in spite of their shorter working-day, and at the same time a
+considerable reduction in the cost of the work for the factory. This
+excursion of an efficiency engineer into the psychological laboratory
+remained, however; an entirely exceptional case. Moreover, such a
+reaction-time measurement did not demand any special development of
+new methods or any particular mental analysis, and this exception thus
+confirms the rule that the followers of scientific management
+principles have recognized the need of psychological inquiries, but
+have not done anything worth mentioning to apply the results of really
+scientific psychology. Hence the situation is the same as in the field
+of vocational guidance. In both cases a vague longing for
+psychological analysis and psychological measurement, but in both
+cases so far everything has remained on the level of helpless
+psychological dilettantism. It stands in striking contrast with the
+scientific seriousness with which the economic questions are taken up
+in the field of vocational guidance and the physical questions in the
+field of scientific management. It is, therefore, evidently the duty
+of the experimental psychologists themselves to examine the ground
+from the point of view of the psychological laboratory.
+
+
+
+
+VII
+
+THE METHODS OF EXPERIMENTAL PSYCHOLOGY
+
+
+We now see clearly the psychotechnical problem. We have to analyze
+definite economic tasks with reference to the mental qualities which
+are necessary or desirable for them, and we have to find methods by
+which these mental qualities can be tested. We must, indeed, insist on
+it that the interests of commerce and industry can be helped only when
+both sides, the vocational demands and the personal function, are
+examined with equal scientific thoroughness. One aspect alone is
+unsatisfactory. It would of course be possible to confine the
+examination to the individual mental traits, and then theoretically to
+determine for which economic tasks the presence of these qualities
+would be useful and for which tasks their absence or their deficiency
+would be fatal. Common sense may be sufficient to lead us a few steps
+in that direction. For instance, if we find by psychological
+examination that an individual is color-blind for red and green
+sensations, we may at once conclude, without any real psychological
+analysis of the vocations, that he would be unfit for the railroad
+service or the naval service, in which red and green signals are of
+importance. We may also decide at once that such a boy would be
+useless for all artistic work in which the nuances of colors are of
+consequence, or as a laborer in certain departments of a dyeing
+establishment, and that such a color-blind girl would not do at a
+dressmaker's or in a millinery store. But if we come to the question
+whether such a color-blind individual may enter into the business of
+gardening, in spite of the inability to distinguish the strawberries
+in the bed or the red flowers among the green leaves, the first
+necessity, after all, would be to find out how far the particular
+demands of this vocation make the ability to discriminate color a
+prerequisite, and how far psychical substitutions such as a
+recognition of the forms and of differences in the light intensity,
+may be sufficient for the practical task. Moreover, where not merely
+such mental defects, but more subtly shaded variations within normal
+limits are involved, it would be superficial, if only the mental
+states were examined and not at the same time the mental requirements
+of the vocations themselves. The vocation should rather remain the
+starting-point. We must at first find out what demands on the mental
+system are made by it and we must grade these demands in order to
+recognize the more or less important ones, and, especially for the
+important ones, we must then seek exact standards with experimental
+methods.
+
+Such an experimental investigation may proceed according to either of
+two different principles. One way is to take the mental process which
+is demanded by the industrial work as an undivided whole. In this case
+we have to construct experimental conditions under which this total
+activity can be performed in a gradual, measurable way. The psychical
+part of the vocational work thus becomes schematized, and is simply
+rendered experimentally on a reduced scale. The other way is to
+resolve the mental process into its components and to test every
+single elementary function in its isolated form. In this latter case
+the examination has the advantage of having at its disposal all the
+familiar methods of experimental psychology, while in the first case
+for every special vocational situation perfectly new experimental
+tests must be devised.
+
+Whether the one or the other method is to be preferred must depend
+upon the nature of the particular commercial or industrial calling,
+and accordingly presupposes a careful analysis of the special
+economical processes. It is, indeed, easy to recognize that in certain
+industrial activities a series of psychical functions is in question
+which all lie side by side and which do not fuse into one united
+total process, however much they may influence one another. But for
+many industrial tasks just this unity is the essential condition. The
+testing of the mental elements would be in such cases as insufficient
+as if we were to test a machine with reference to its parts only and
+not with reference to its total united performance. Even in this
+latter case this unified function does not represent the total
+personality: it is always merely a segment of the whole mental life.
+We may examine with psychological methods, for instance, the fitness
+of an employee for a technical vocation and may test the particular
+complex unified combination of attention, imagination and
+intelligence, will and memory, which is essential for that special
+kind of labor. We may be able to reconstruct the conditions so
+completely that we would feel justified in predicting whether the
+individual can fulfill that technical task or not; and yet we may
+disregard entirely the question whether that man is honest or
+dishonest, whether he is pacific or quarrelsome; in short, whether his
+mental disposition makes him a desirable member of that industrial
+concern under other aspects.
+
+We best recognize the significance of these various methods by
+selecting a few concrete cases as illustrations and analyzing them in
+detail. But a word of warning may be given beforehand so as to avoid
+misunderstandings. These examples do not stand here as reports of
+completed investigations, the results of which ought to be accepted as
+conclusive parts of the new psychotechnical science; they are not
+presented as if the results were to be recommended like a well-tested
+machine for practical purposes. Such really completed investigations
+do not as yet exist in this field. All that can be offered is modest
+pioneer work, and just these inquiries into the mental qualities and
+their relations to the industrial vocations have attracted my
+attention only very recently, and therefore certainly still demand
+long continuations of the experiments in every direction. But we may
+hope for satisfactory results the earlier, the more cooeperators are
+entering the field, and the more such researches are started in other
+places and in other institutions. I therefore offer these early
+reports at the first stage of my research merely as stimulations, so
+as to demonstrate the possibilities.
+
+As an illustration of the method of examining the mental process as a
+whole, I propose to discuss the case of the motormen in the electric
+railways. As an illustration of the other type, namely, of analyzing
+the activity and testing the elementary functions, I shall discuss the
+case of the employees in the telephone service. I select these two
+functions, as both play a practically important role in the technique
+of modern economic life and as in both occupations very large numbers
+of individuals are engaged in the work.
+
+
+
+
+VIII
+
+EXPERIMENTS IN THE INTEREST OF ELECTRIC RAILWAY SERVICE
+
+
+The problem of securing fit motormen for the electric railways was
+brought to my attention from without. The accidents which occurred
+through the fault, or at least not without the fault, of the motormen
+in street railway transportation have always aroused disquietude and
+even indignation in the public, and the street railway companies
+suffered much from the many payments of indemnity imposed by the court
+as they amounted to thirteen per cent of the gross earnings of some
+companies. Last winter the American Association for Labor Legislation
+called a meeting of vocational specialists to discuss the problem of
+these accidents under various aspects. The street railways of various
+cities were represented, and economic, physiological, and
+psychological specialists took part in the general discussion. Much
+attention was given, of course, to the questions of fatigue and to the
+statistical results as to the number of accidents and their relation
+to the various hours of the day and to the time of labor. But there
+was a strong tendency to recognize as still more important than the
+mere fatigue, the whole mental constitution of the motormen. The
+ability to keep attention constant, to resist distraction by chance
+happenings on the street and especially the always needed ability to
+foresee the possible movements of the pedestrians and vehicles were
+acknowledged as extremely different from man to man. The companies
+claimed that there are motormen who practically never have an
+accident, because they feel beforehand even what the confused
+pedestrian and the unskilled chauffeur will do, while others
+relatively often experience accidents of all kinds because they do not
+foresee how matters will develop. They can hardly be blamed, as they
+were not careless, and yet the accidents did result from their
+personal qualities; they simply lacked the gift of instinctive
+foresight. All this turned the attention more and more to the
+possibilities of psychological analysis, and the Association suggested
+that I undertake an inquiry into this interesting problem with the
+means of the psychological laboratory. I felt the practical importance
+of the problem, considering that there are electric railway companies
+in this country which have up to fifty thousand accident indemnity
+cases a year. It therefore seemed to me decidedly worth while to
+undertake a laboratory investigation.
+
+It would have been quite possible to treat the functions of the
+motormen according to the method which resolves the complex
+achievement into its various elements and tests every function
+independently. For instance, the stopping of the car as soon as the
+danger of an accident threatens is evidently effective only if the
+movement controlling the lever is carried out with sufficient
+rapidity. We should accordingly be justified in examining the
+quickness with which the individual reacts on optical stimuli. If a
+playing child suddenly runs across the track of the electric railway,
+a difference of a tenth of a second in the reaction-time may decide
+his fate. But I may say at once that I did not find characteristic
+differences in the rapidity of reaction of those motormen whom the
+company had found reliable and those who have frequent accidents. It
+seems that the slow individuals do not remain in the service at all.
+As a matter of course certain other indispensable single functions,
+like sharpness of vision are examined before the entrance into the
+service and so they cannot stand as characteristic conditions of good
+or bad service among the actual employees.
+
+For this reason, in the case of the motormen I abstracted from the
+study of single elementary functions and turned my attention to that
+mental process which after some careful observations seemed to me the
+really central one for the problem of accidents. I found this to be a
+particular complicated act of attention by which the manifoldness of
+objects, the pedestrians, the carriages, and the automobiles, are
+continuously observed with reference to their rapidity and direction
+in the quickly changing panorama of the street. Moving figures come
+from the right and from the left toward and across the track, and are
+embedded in a stream of men and vehicles which moves parallel to the
+track. In the face of such manifoldness there are men whose impulses
+are almost inhibited and who instinctively desire to wait for the
+movement of the nearest objects; they would evidently be unfit for the
+service, as they would drive the electric car far too slowly. There
+are others who, even with the car at high speed, can adjust themselves
+for a time to the complex moving situation, but whose attention soon
+lapses, and while they are fixating a rather distant carriage, may
+overlook a pedestrian who carelessly crosses the track immediately in
+front of their car. In short, we have a great variety of mental types
+of this characteristic unified activity, which may be understood as a
+particular combination of attention and imagination.
+
+My effort was to transplant this activity of the motormen into
+laboratory processes. And here I may include a remark on the
+methodology of psychological industrial experiments. One might
+naturally think that the experience of a special industrial
+undertaking would be best reproduced for the experiment by repeating
+the external conditions in a kind of miniature form. That would mean
+that we ought to test the motormen of the electric railway by
+experiments with small toy models of electric cars placed on the
+laboratory table. But this would be decidedly inappropriate. A reduced
+copy of an external apparatus may arouse ideas, feelings, and
+volitions which have little in common with the processes of actual
+life. The presupposition would be that the man to be tested for any
+industrial achievement would have to think himself into the miniature
+situation, and especially uneducated persons are often very
+unsuccessful in such efforts. This can be clearly seen from the
+experiences before naval courts, where it is usual to demonstrate
+collisions of ships by small ship models on the table in the
+courtroom. Experience has frequently shown that helmsmen, who have
+found their course a life long among real vessels in the harbor and on
+the sea, become entirely confused when they are to demonstrate by the
+models the relative positions of the ships. Even in the naval war
+schools where the officers play at war with small model ships, a
+certain inner readjustment is always necessary for them to bring the
+miniature ships on the large table into the tactical game. On the
+water, for instance, the navy officer sees the far-distant ships very
+much smaller than those near by, while on the naval game table all the
+ships look equally large. On the whole, I feel inclined to say from my
+experience so far that experiments with small models of the actual
+industrial mechanism are hardly appropriate for investigations in the
+field of economic psychology. The essential point for the
+psychological experiment is not the external similarity of the
+apparatus, but exclusively the inner similarity of the mental
+attitude. The more the external mechanism with which or on which the
+action is carried out becomes schematized, the more the action itself
+will appear in its true character.
+
+In the method of my experiments with the motormen, accordingly, I had
+to satisfy only two demands. The method of examination promised to be
+valuable if, first, it showed good results with reliable motormen and
+bad results with unreliable ones; and secondly, if it vividly aroused
+in all the motormen the feeling that the mental function which they
+were going through during the experiment had the greatest possible
+similarity with their experience on the front platform of the
+electric car. These are the true tests of a desirable experimental
+method, while it is not necessary that the apparatus be similar to the
+electric car or that the external activities in the experiment be
+identical with their performance in the service. After several
+unsatisfactory efforts, in which I worked with too complicated
+instruments, I finally settled on the following arrangement of the
+experiment which seems to me to satisfy those two demands.
+
+The street is represented by a card 9 half-inches broad and 26
+half-inches long. Two heavy lines half an inch apart go lengthwise
+through the centre of the card, and accordingly a space of 4
+half-inches remains on either side. The whole card is divided into
+small half-inch squares which we consider as the unit. Thus there is
+in any cross-section 1 unit between the two central lines and 4 units
+on either side. Lengthwise there are 26 units. The 26 squares which
+lie between the two heavy central lines are marked with the printed
+letters of the alphabet from A to Z. These two heavy central lines are
+to represent an electric railway track on a street. On either side the
+4 rows of squares are filled in an irregular way with black and red
+figures of the three first digits. The digit 1 always represents a
+pedestrian who moves just one step, and that means from one unit into
+the next; the digit 2 a horse, which moves twice as fast, that is,
+which moves 2 units; and the digit 3 an automobile which moves three
+times as fast, that is, 3 units. Moreover, the black digits stand for
+men, horses, and automobiles which move parallel to the track and
+cannot cross the track, and are therefore to be disregarded in looking
+out for dangers. The red digits, on the other hand, are the dangerous
+ones. They move from either side toward the track. The idea is that
+the man to be experimented on is to find as quickly as possible those
+points on the track which are threatened by the red figures, that is,
+those letters in the 26 track units at which the red figures would
+land, if they make the steps which their number indicates. A red digit
+3 which is 4 steps from the track is to be disregarded, because it
+would not reach the track. A red digit 3 which is only 1 or 2 steps
+from the track is also to be disregarded, because it would cross
+beyond the track, if it took 3 steps. But a red 3 which is 3 units
+from the track, a red 2 which is 2 units from the track, and a red 1
+which is 1 unit from the track would land on the track itself; and the
+aim is quickly to find these points. The task is difficult, as the
+many black figures divert the attention, and as the red figures too
+near or too far are easily confused with those which are just at the
+dangerous distance.
+
+As soon as this principle for the experiment was recognized as
+satisfactory, it was necessary to find a technical device by which a
+movement over this artificial track could be produced in such a way
+that the rapidity could be controlled by the subject of the experiment
+and at the same time measured. Again we had to try various forms of
+apparatus. Finally we found the following form most satisfactory.
+Twelve such cards, each provided with a handle, lie one above another
+under a glass plate through which the upper card can be seen. If this
+highest card is withdrawn; the second is exposed, and from below
+springs press the remaining cards against the glass plate. The glass
+plate with the 12 cards below lies in a black wooden box and is
+completely covered by a belt 8 inches broad, made of heavy black
+velvet. This velvet belt moves over two cylinders at the front and the
+rear ends of the apparatus. In the centre of the belt is a window
+4-1/2 inches wide and 2-1/2 inches high. If the front cylinder is
+turned by a metal crank, the velvet belt passes over the glass plate
+and the little window opening moves over the card with its track and
+figures. The whole breadth of the card, with its central track and its
+4 units on either side, is visible through it over an area of 5 units
+in the length direction. If the man to be experimented on turns the
+crank with his right hand, the window slips over the whole length of
+the card, one part of the card after another becomes visible, and then
+he simply has to call the letters of those units in the track at which
+the red figures on either side would land, if they took the number of
+steps indicated by the digit. At the moment the window has reached Z
+on the card, the experimenter withdraws that card and the next becomes
+visible, as a second window in the belt appears at the lower end when
+the first disappears at the upper end. In this way the subject can
+turn his crank uninterruptedly until he has gone through the 12 cards.
+The experimenter notes down the numbers of the cards and the letters
+which the subject calls. Besides this, the number of seconds required
+for the whole experiment, from the beginning of the first card to the
+end of the twelfth, is measured with a stopwatch. This time is, of
+course, dependent upon the rapidity with which the crank is turned.
+The result of the experiment is accordingly expressed by three
+figures, the number of seconds, the number of omissions, that is, of
+places at which red figures would land on the track which were not
+noticed by the subject; and, thirdly, the number of incorrect places
+where letters were called in spite of the fact, that no danger
+existed. In using the results, we may disregard this third figure and
+give our attention to the speed and the number of omissions.
+
+The necessary condition for carrying out the experiments with this
+apparatus is a careful, quiet, practical explanation of the device.
+The experiment must not under any circumstances be started until the
+subject completely understands what he has to do and for what he has
+to look out. For this purpose I at first always show the man one card
+outside of the apparatus and explain to him the differences between
+the black and the red figures, and the counting of the steps, and show
+to him in a number of cases how some red figures do not reach the
+track, how others go beyond the track, and how some just land in
+danger on the track. As soon as he has completely understood the
+principle, we turn to the apparatus and he moves the window slowly
+over a test card, and tries to find the dangerous spots, and I turn
+his attention to every case in which he has omitted one or has given
+an incorrect letter. We repeat this slowly until he completely masters
+the rules of the game. Only then is he allowed to start the
+experiment. I have never found a man with whom this preparation takes
+more than a few minutes.
+
+After developing this method in the psychological laboratory, I
+turned to the study of men actually in the service of a great electric
+railway company which supported my endeavors in the most cordial
+spirit. In accordance with my request, the company furnished me with a
+number of the best motormen in its service, men who for twenty years
+and more had performed their duties practically without accidents,
+and, on the other hand, with a large number of motormen who had only
+just escaped dismissal and whose record was characterized by many more
+or less important collisions or other accidents. Finally, we had men
+whose activity as motormen was neither especially good nor especially
+bad.
+
+The test of the method lies first in the fact that the tried motormen
+agreed that they really pass through the experiment with the feeling
+which they have on their car. The necessity of looking out in both
+directions, right and left, for possible obstacles, of distinguishing
+those which move toward the track from the many which move along the
+track, the quick discrimination among the various rates of rapidity,
+the steady forward movement of the observation point, the constant
+temptation to give attention to those which are still too far away or
+to those which are so near that they will cross the track before the
+approach of the car, in short, the whole complex situation with its
+demands on attention, imagination, and quick adjustment, soon brings
+them into an attitude which they themselves feel as identical with
+that in practical life. On the other hand, the results show a
+far-reaching correspondence between efficiency in the experiment and
+efficiency in the actual service. With a relatively small number of
+experiments this correspondence cannot be expected to be complete, the
+more as a large number of secondary features must enter which
+interfere with an exact correlation between experiment and standing in
+the railway company. We must consider, for instance, that those men
+whom the company naturally selects as models are men who have had
+twenty to thirty years of service without accidents, but consequently
+they are rather old men, who no longer have the elasticity of youth
+and are naturally less able to think themselves into an artificial
+situation like that of such an experiment, and who have been for a
+long time removed from contact with book work. It is therefore not
+surprising, but only to be expected, that such older, model men, while
+doing fair work in the test, are yet not seldom far surpassed by
+bright, quick, young motormen who are twenty years younger, even
+though they are not yet ideal motormen. Moreover, the standing in the
+company often depends upon features which have nothing to do with the
+mental make-up of the man, while the experiment has to be confined to
+these mental conditions which favor accidents. It is quite possible
+that a man may happen to experience a slight collision, even though no
+conditions for the accident were lying in his mental make-up. But we
+may go still further. The experiment refers to those sides of his mind
+which make him able to foresee the danger points, and that is
+decidedly the most essential factor and the one from which most can be
+hoped for the safety of the public. But this does not exclude the
+possibility that some other mental traits may become causes of
+accidents. The man may be too daring and may like to run risks, or he
+may still need discipline, or he may not be sufficiently acquainted
+with the local conditions. Any such secondary factors may cause some
+slight accidents with the man who shows rather fair results in the
+experimental test of his foresight. Finally, we must not forget that
+some men enter into such tests under a certain nervous tension and
+therefore may not show so well at the very first test as their mental
+equipment should allow. Hence it is decidedly desirable not to rely on
+the first test, but to repeat it. If those various interferences are
+taken into account, the correspondence between efficiency and the
+results of the tests is fairly satisfactory. It justified me in
+proposing that the experiments be continued and in regarding it as
+quite possible that later tests on the basis of this principle may be
+introduced at the employment of motormen.
+
+A difficulty is presented by the valuation of the numerical results.
+The mere number of omissions alone cannot be decisive, as it is clear
+that no intelligent man would make any omissions if he should give an
+unlimited amount of time to it; for instance, if he were to spend
+fifteen minutes on those 12 cards. But this is the same thing as to
+say that a motorman would not run over any one if he were to drive his
+car one mile in an hour. The practical problem is to combine the
+greatest possible speed with the smallest number of oversights and
+both factors must therefore be considered. The subject who makes
+relatively many mistakes but uses a very short time must be
+acknowledged to be as good as the man who makes fewer mistakes but
+takes a longer time. In the results which I have gathered in
+experiments with motormen, no one has gone through those 12 cards in a
+shorter time than 140 seconds, while the longest time was 427 seconds.
+On the other hand, no one of the motormen made less than 4 omissions,
+while the worst ones made 28 omissions. I abstract from one extreme
+case with 36 omissions. On the whole, we may say that the time
+fluctuates between 180 and 420, the mistakes between 4 and 28. The aim
+is to find a formula which gives full value to both factors and makes
+the material directly comparable in the form of one numerical value
+instead of the two. If we were simply to add the number of seconds and
+the number of omissions, the omissions would count far too little,
+inasmuch as 10 additional omissions would then mean no more than 10
+additional seconds. On the other hand, if we were to multiply the two
+figures the omissions would mean by far too much, as the transition
+from 4 mistakes to 8 mistakes would then be as great a change as the
+transition from 200 to 400 seconds, that is, from the one extreme of
+time to the other. Evidently we balance both factors if we multiply
+the number of omissions by 10 and add them to the number of seconds.
+The variations between 4 and 28 omissions are 24 steps, which
+multiplied by 10 correspond to the 240 steps which lie between 180 and
+420 seconds. On that basis any additional 50 seconds would be equal to
+5 additional omissions. If of two men one takes 100 seconds less than
+his neighbor, he is equal to him in his ability to satisfy the demands
+of the service, if he makes 10 mistakes more.
+
+On the basis of this calculation I find that the old, well-trained
+motormen come to a result of about 450, and I should consider that an
+average standard. This would mean that a man who uses 400 seconds
+would not be allowed to make more than 5 omissions, in 350 seconds not
+more than 10, in 300 not more than 15, in 250 not more than 20, under
+the condition that these are the results of the first set of
+experiments. Where there are more than 20 omissions made, mere
+quickness ought not to be allowed as a substitute. The man who takes
+150 seconds and makes 30 mistakes would come up to the same standard
+level of 450. Yet his characteristics would probably not serve the
+interests of the service. He would speed up his car and would make
+better time than any one else, but would be liable to accidents. I
+should consider 20 mistakes with a time not longer than 250 as the
+permissible maximum. Among the younger motormen whom I examined, the
+best result was 290, in which 270 seconds were used and only 2
+omissions made. Results below 350 may be considered as very good. One
+man, for instance, carried out the experiment in 237 seconds with 11
+mistakes, which gives the result 347. From 350 to 450 may be counted
+as fair, 450 to 550 as mediocre, and over 550 as very poor. In the
+case of old men, who may be expected to adjust themselves less easily
+to artificial experiments, the limits may be shifted. If the
+experiments are made repeatedly, the valuation of the results must be
+changed accordingly. The training of the men in literary and
+mathematical work or in experimentation may be considered, as our
+experiments have shown that highly educated young people with long
+training in experimental observations can pass through the test much
+more quickly than any one of the motormen could. Among the most
+advanced graduate students who do research work in my Harvard
+laboratory there was no one whose result was more than 275, while, as
+I said, among all the motormen there was no one whose result was less
+than 290. The best result reached was by a student who passed through
+the test in 223 seconds with only 1 mistake, the total therefore being
+233. Next came a student who did it in 215 seconds with 3 mistakes,
+total, 245; then in 228 seconds with 2 omissions, total, 248, and so
+on.
+
+I recapitulate: With men on the educational level and at the age that
+comes in question for their first appointment in the service of an
+electric railway company, the test proposed ought to be applied
+according to this scheme. If they make more than 20 mistakes, they
+ought to be excluded; if they make less than 20 mistakes, the number
+of omissions is to be multiplied by 10 and added to the number of
+seconds. If the sum is less than 350, their mental fitness for the
+avoidance of accidents is very high, between 350 and 450 fair, and
+more than 550 not acceptable under any conditions. I submit this,
+however, with the emphasis on my previous statement that the
+investigation is still in its first stage, and that it will need a
+long cooeperation between science and industry in order to determine
+the desirable modifications and special conditions which may become
+necessary in making the employment of men partly dependent upon such
+psychological tests. There can be no doubt that the experiments could
+be improved in many directions. But even in this first, not adequately
+tested, form, an experimental investigation of this kind which demands
+from each individual hardly 10 minutes would be sufficient to exclude
+perhaps one fourth of those who are nowadays accepted into the service
+as motormen. This 25 per cent of the applicants do not deserve any
+blame. In many other occupations they might render excellent service;
+they are neither careless nor reckless, and they do not act against
+instructions, but their psychical mechanism makes them unfit for that
+particular combination of attention and imagination which ought to be
+demanded for the special task of the motorman. If the many thousands
+of injury and the many hundreds of death cases could be reduced by
+such a test at least to a half, then the conditions of transportation
+would have been improved more than by any alterations in the technical
+apparatus, which usually are the only objects of interest in the
+discussion of specialists. The whole world of industry will have to
+learn the great lesson, that of the three great factors, material,
+machine, and man, the man is not the least, but the most important.
+
+
+
+
+IX
+
+EXPERIMENTS IN THE INTEREST OF SHIP SERVICE
+
+
+Where the avoidance of accidents is in question, the test of a special
+experimental method can seldom be made dependent upon a comparison
+with practical results, as we do not want to wait until the candidate
+has brought human life into danger. The ordinary way of reaching the
+goal must therefore be an indirect one in such cases. For the study of
+motormen the conditions are exceptionally favorable, as hundreds of
+thousands of accidents occur every year, but another practical example
+may be chosen from a field where it is, indeed, impossible to
+correlate the results with actual misfortunes, because the dangerous
+situations occur seldom; and nevertheless on account of their
+importance they demand most serious study. I refer to the ship
+service, where the officer on the bridge may bring thousands into
+danger by one single slip of his mind. I turn to this as a further
+concrete illustration in order to characterize at once the lengths to
+which such vocational studies may advance.
+
+One of the largest ship companies had approached me--long before the
+disaster of the Titanic occurred--with the question whether it would
+not be possible to find psychological methods for the elimination of
+such ship officers as would not be able to face an unexpected suddenly
+occurring complication. The director of the company wrote to me that
+in his experience the real danger for the great ships lies in the
+mental dispositions of the officers. They all know exactly what is to
+be done in every situation, but there are too many who do not react in
+the appropriate way when an unexpected combination of factors suddenly
+confronts them, such as the quick approach of a ship in the fog. He
+claimed that two different types ought to be excluded. There are ship
+officers who know the requirements excellently, but who are almost
+paralyzed when the dangerous conditions suddenly threaten. Their
+ability for action is inhibited. In one moment they want to act under
+the stimulus of one impression, but before the impulse is realized,
+some other perhaps rather indifferent impression forces itself on
+their minds and suggests the counteraction, and in this way they
+vacillate and remain inactive until it is too late to give the right
+order or to press the right button. The other type feels only the
+necessity for rapid action, and under the pressure of greatest haste,
+without clear thought, they jump to the first decision which rushes
+to their minds. Without carefully considering the conditions really
+given, they explode in an action which they would never have chosen in
+a state of quiet deliberation. They react on any accidental
+circumstance, just as at a fire men sometimes carry out and save the
+most useless parts of their belongings. Of course, beside these two
+types, there is the third type, the desirable one, the men who in the
+unexpected situation quickly review the totality of the factors in
+their relative importance and with almost instinctive certainty
+immediately come to the same decision to which they would have arrived
+after quiet thought. The director of the company insisted that it
+would be of highest importance for the ship service to discriminate
+these three types of human beings, and to make sure that there stand
+on the bridge of the ship only men who do not belong to those two
+dangerous classes. He turned to me with this request, as he had heard
+of the work toward economic psychology in the Harvard laboratory.
+
+As the problem interested me, I carried on a long series of
+experiments in order to construct artificial conditions under which
+the mental process of decision in a complicated situation, especially
+the rapidity, correctness, and constancy of the decision, could be
+made measurable. I started from the conviction that this complex act
+of decision must stand in definite relation to a number of simpler
+mental functions. If, for instance, it stood in a clear definite
+relation to the process of association, or discrimination, or
+suggestibility, or perception, or memory, and so on, it would be
+rather easy to foresee the behavior of the individual in the act of
+decision, as every one of those other simple mental functions could be
+tested by routine methods of the psychological laboratory. This
+consideration led me to propose ramified investigations concerning the
+psychology of decision in its relation to the elementary mental
+processes. These studies by students of the laboratory are not yet
+completed. But I soon saw that they would be unfit for the solution of
+my practical problem, as we recognized that these relations between
+the complex act of decision and the elementary functions of the
+individual seem to have different form with different types of
+men.[12] If I was to approach the solution of the practical problem,
+accordingly, I had to reproduce in an experimental form the act of
+decision under complex conditions.
+
+It seemed necessary to create a situation in which a number of
+quantitatively measurable factors were combined without any one of
+them forcing itself to consciousness as the most important. The
+subject to be experimented on then has to decide as quickly as
+possible which of the factors is the relatively strongest one. As
+usual, here, too, I began with rather complicated material and only
+slowly did I simplify the apparatus until it finally took an entirely
+inconspicuous form. But this is surely the most desirable outcome for
+testing methods which are to be applied to large numbers of persons.
+Complicated instruments, for the handling of which special training is
+needed, are never so useful for practical purposes as the simple
+schemes which can be easily applied. The form of which I finally made
+use is the following. I work with 24 cards of the size of
+playing-cards. On the upper half of every one of these cards we have 4
+rows of 12 capital letters, namely, A, E, O, and U in irregular
+repetition. On 4 cards, one of these vowels appears 21 times and each
+of the three others 9 times; on 8 cards, one appears 18 times and
+every one of the three others 10 times; on 8 cards, one appears 15
+times and each of the others 11 times; and finally, on 4 cards one
+vowel appears 16 times, each of the three others 8 times, and besides
+them 8 different consonants are mixed in. The person to be tested has
+to distribute these 24 cards as quickly as possible in 4 piles, in
+such a way that in the first pile are placed all cards in which the
+letter A is most frequent, in the second those in which the letter E
+predominates, and so on. As a matter of course the result must never
+be secured by counting the letters. Any attempt to act against this
+prescription and secretly to begin counting would moreover delay the
+decision so long that the final result would be an unsatisfactory
+achievement anyhow. It would accordingly bring no advantage to the
+candidate.
+
+We measure with a stopwatch in fifths of a second the time for the
+whole process from the subject's looking at the first card to his
+laying down of the last card, and, secondly, we record the number and
+the character of his mistakes, if cards are put into wrong piles. I
+have made the experiment with very many persons, and results show that
+those various mental traits which have been observed in the practical
+ship service come clearly to light under the conditions of this
+experiment. Some of the persons lose their heads entirely, and for
+many of them it is a painful activity for which they require a long
+time. Even if the number of mistakes is not considerable, they
+themselves have the feeling that they are not coming to a satisfactory
+decision, because their attention is pulled hither and thither so that
+they feel an inner mental paralysis. Some chance letters stand out and
+appear to them to be predominant, but in the next moment the attention
+is captured by some other letters which bring the suggestion that
+they are in the majority and that they present the most important
+factor. The outcome is that inner state of indecision which can become
+so fatal in practical life. Other subjects distribute the cards in
+piles at a relatively high speed, and they do it with the subjective
+feeling that they have indeed recognized at the first glance the
+predominant group of letters. The exact measurement of the results,
+however, shows that they commit many errors which would have been
+improbable after quiet consideration. Any small group of letters which
+catches their eye makes on them, under the pressure of their haste,
+such a strong impression that all the other letters are inhibited for
+the moment and the wrong decision is quickly made. Finally, we find a
+group of persons who carry out the experiment rather quickly and at
+the same time with few mistakes. It is characteristic of them to pass
+through it with the feeling that it is an agreeable and stimulating
+mental activity. In all cases the subjects feel themselves under the
+unified impression which results from all those 48 letters of the card
+together; and this is the reason why the qualitative manifoldness of a
+practical life situation can be compared with these intermingled,
+quantitatively determined groups of letters.
+
+If I consider the general results of these experiments only with
+reference to the time-measurement, I should say that a person who
+completes the distribution of the cards in less than 80 seconds is
+quick in his decisions; from 80 to 150, moderately quick; from 150 to
+250, slow and deliberate and rather too deliberate for situations
+which demand quick action; over 250 seconds, he would belong among
+those wavering persons who hesitate too long in a life situation which
+demands decision. The time which is needed for the mere distribution
+of the cards themselves plays a very small role compared with the time
+of the whole process, and can be neglected. In order to determine
+this, I asked all the subjects before they made the real experiment to
+distribute 24 other cards in 4 piles, on each of which one of the four
+letters, A, E, O, and U was printed only once. Hence no comparison of
+various factors was involved in this form of distribution. The average
+time for this ordinary sorting was about 20 seconds. Only rather quick
+individuals carried it out in less than 18 and only very slow ones
+needed more than 25 seconds. This maximum variation of 10 seconds is
+evidently insignificant, as the variations in the experiment amount to
+more than 200 seconds. But it is very characteristic that the results
+of the two experiments do not move parallel. Some persons, who are
+able to sort the cards on which only one of the 4 letters is printed
+very quickly, are rather slow when they sort the cards with the 48
+letters for which the essential factor is the act of comparison. In
+the first case the training in card-playing also seems to have a
+certain influence, but in the second case, our real experiment on
+decision, this influence does not seem to exist.
+
+We have emphasized from the start that it is no less important to give
+consideration to the number of mistakes. A mere rapidity of
+distribution with many mistakes characterizes, as we saw, a mental
+system which is just as unfit for practical purposes as one which acts
+with too great slowness. But it would not have been sufficient simply
+to ask how many cards were put into wrong piles. The special
+arrangement of the cards with four different types of combinations was
+introduced for the purpose of discriminating among mistakes of unequal
+seriousness. When one letter appeared 21 times and the three others
+only 9 times, it was surely much easier to make the decision than when
+the predominant letter appeared only 15 times and the other three each
+11 times. The easier the right decision, the graver the mistake. Of
+course the valuation of these mistakes must be rather arbitrary. We
+decided to value as 4 every mistake in these cards on which the
+predominant letter appears 21 times; as 3, a mistake in the 18 letter
+cards; as 2, a mistake in the 16 letter cards; and as 1, a mistake in
+the most difficult ones, the 15 letter cards. If the mistakes are
+calculated on this basis and are added together, a sum below 5 may
+indicate a very safe and perfectly reliable ability for decision; 5 to
+12, satisfactory; 12 to 20, uncertain; and over 20, very poor. In
+order to take account of both factors, time and mistakes, we multiply
+the sum of the calculated mistakes by the number of seconds. If the
+product of these two figures is less than 400, it may be taken as a
+sign of perfect reliability in making very quick, correct decisions,
+in complex life situations; 400 to 1000 indicates the limits between
+which the ability for such decisions may be considered as normal and
+very satisfactory; 1000 to 2000, not good but still adequate; 2000 to
+3000, unreliable, and over 3000, practically absent. It is clear that
+the real proof of the value of this method cannot be offered. This is
+just the reason why we selected this illustration as an example of the
+particular difficulty. Wrong decisions, that is, cases in which the
+man on the bridge waits too long before he makes his decision and thus
+causes a collision of ships by his delay, or in which he rushes
+blindly to a decision which he himself would have condemned after
+quiet deliberation, are rare. It would be impossible to group such
+men together for the purpose of the experiment and to compare their
+results with those of model captains, the more as experience has shown
+that an officer may have a stainless record for many years and yet may
+finally make a wrong decision which shows his faulty disposition. The
+test of the method must therefore be a somewhat indirect one. My aim
+was to compare the results of the experiments with the experiences of
+the various individuals which they themselves reported concerning
+their decisions in unexpected complicated situations, and moreover
+with the judgments of their friends whom I asked to describe what they
+would expect from the subjects under such conditions. The personal
+differences in these respects are extremely great, and are also
+evident in the midst of small groups of persons who may have great
+similarity in their education and training and in many other aspects
+of their lives.
+
+Among the most advanced students of my research laboratory, for
+instance, all of whom have rather similar schooling and practically
+the same training in experimental work, the product of mistakes and
+seconds varied between 348 and 13,335. That smallest value occurred in
+a case in which the time was 116 seconds and the sum of the mistakes
+only 3, inasmuch as 3 cards of the most difficult group where the
+predominating letter occurred only 15 times were put in the wrong
+piles. The shortest time among my laboratory students was 58 seconds,
+but with this individual the sum of the mistakes, calculated on the
+basis of the valuation agreed upon, was 13. The largest figure
+mentioned resulted in a case in which the student needed 381 seconds
+and yet made mistakes the sum of which amounted to 35. It is
+characteristic that the person with the smallest product felt a
+distinct joy in the experiment, while the one with the largest passed
+through painful minutes which put him to real organic discomfort. If
+we arrange the men simply in the order of these products, of course we
+cannot recognize the various groups, as those who are quick but make
+mistakes and those who make few mistakes but act slowly may be
+represented by the same products. The coincidence of the results with
+the self-characterization is frequently quite surprising. Every one
+has at some time come into unexpected, suddenly arising situations and
+many have received in such moments a very vivid impression of their
+own mental reaction. They know quite well that they could not come to
+a decision quickly enough, or that they rushed hastily to a wrong
+decision, or that in just such instants a feeling of repose and
+security came over them and that with sure instinct they turned in
+the direction which they would have chosen after mature thought. The
+results of the experiments in sorting the cards confirmed this
+self-observation in such frequent cases that it may indeed be hoped
+that a more extended test of this method will prove its practical
+usefulness. It is clear that the field is a wide one, as these
+different types of mental dispositions must be of consequence not only
+in the ship service, but also to a certain degree in the railroad
+service and in many other industrial tasks.
+
+We have emphasized from the start that as a matter of course such a
+tested function, while it is taken in its complex unity, is
+nevertheless not the only psychophysical disposition of significance.
+This is as true for the ship officer as it was for the motorman of the
+electric car. If we were to study all the mental dispositions
+necessary or desirable for the ship officer, we should find many other
+qualities which are accessible to the psychological investigation. The
+captain of the ship, for instance, is expected to recognize the
+direction of a vessel passing in the fog by the signals of the
+foghorn. But so far no one has given any attention to the
+psychological conditions of localization of sound, which were for a
+long while a much-studied problem of our psychological laboratories.
+We know how this localization is dependent upon the comparison of the
+two ears and what particular mistakes occur from the different
+sensibility of the two ears. Yet there are to-day men on the bridges
+of the ships who hear much better with one ear than with the other,
+but who still naively believe that, as they hear everything very
+distinctly with one ear, this normal ear is also sufficient for
+recognizing the direction of the sound. It is the same mistake which
+we frequently see among laborers whose vision has become defective in
+one of their eyes, or one of whose eyes is temporarily bandaged. They
+are convinced that the one good eye is sufficient for their industrial
+task, because they are able to recognize everything clearly and
+distinctly. They do not know that both the eyes together are necessary
+in order to produce that psychological combination by which the visual
+impression is projected into the right distance, and that in the
+factory they are always in danger of underestimating the distance of a
+wheel or some other part of the machine and of letting the hand slip
+between the wheels or knives. The results of experimental psychology
+will have to be introduced systematically into the study of the
+fitness of the personality from the lowest to the highest technical
+activity and from the simplest sensory function to the most complex
+mental achievement.
+
+
+
+
+X
+
+EXPERIMENTS IN THE INTEREST OF TELEPHONE SERVICE
+
+
+Our plan was to illustrate the possibility of applying psychological
+experiments to the selection of fit applicants also in cases in which
+not one characteristic mental function stands out, but in which a
+large number of relatively independent mental activities are in play.
+I choose as an illustration of such cases the work of the employees at
+the telephone switchboard. A study of the psychological factors in
+this work is strongly suggested by the practical interests of the
+telephone companies, and may be looked on here exclusively from this
+point of view. The user of the telephone is little inclined to
+consider how many actions have to be carried out in the central office
+before the connection is made and finally broken again. From the
+moment when the speaker takes off the receiver to the cutting off of
+the connection, fourteen separate psychophysical processes are
+necessary in the typical case, and even then it is presupposed that
+the telephone girl understood the exchange and number correctly. It is
+a common experience of the companies that these demands cannot be
+satisfactorily fulfilled when a telephone girl has to handle more than
+225 calls in an hour. The official statistics show that this figure is
+exceeded in not infrequent cases,[13] in extreme cases the number may
+even rise beyond 300. Moreover, in short periods of reinforced demands
+it may happen that for a few minutes even the rapidity of 10 calls in
+a minute is reached. Normally the burden is divided among the
+employees in such a way that about 150 calls fall to each one in an
+hour, and that this figure is passed considerably only in one morning
+and one evening hour. A skillful distribution of pauses and ample
+arrangements for rest, usually together with very excellent hygienic
+conditions, make it possible for the fit persons to be able to carry
+on this work without over-fatigue from 8 to 9 hours a day. On the
+other hand, it is only natural that such rapid and yet subtle activity
+under such high tension, where especially the quick localization of
+the correct hole is a difficult and yet indispensable part, can be
+carried out only by a relatively small number of human nervous
+systems. The inability to keep attention at such a high point for a
+long while, or to perform such rapid movements, or to retain the
+numbers correctly, does not lead to fatal accidents like those in the
+case of the unfit motormen, but it does lead to fatigue and finally to
+a nervous breakdown of the employees and to confusion in the service.
+The result is that the company is continually obliged to dismiss a
+considerable proportion of those who have entered the service and who
+have spent some months in going through the training school of the
+company. As one single company, the Bell Telephone Company, employs
+16,000 operators, the problem is an expansive one, and it has bearing
+on the health of the employees as well as on the patience of the
+subscribers. But above all it refers to the economic interests of the
+company, inasmuch as every girl who satisfies the entrance conditions
+of hearing and sight, of school education and general personal
+appearance, receives some salary throughout the months of training in
+the telephone school. Since during the first half-year, in which the
+employee still works entirely under supervision, more than a third of
+those who had originally entered leave, partly on account of
+unfitness, and inability, partly on account of over-fatigue or similar
+reasons, the economic disadvantage to the company is evidently a very
+great one. The candidates are paid for months of mere training, and
+they themselves waste their energy and time with practice in a kind of
+labor which cannot be serviceable to them in any other economic
+activity. Under these circumstances it is not surprising that one
+city system approached me with the question whether it would not
+interest me from a scientific point of view to examine how far the
+mental fitness of the employees could be determined beforehand through
+experimental means.
+
+After carefully observing the service in the central office for a
+while, I came to the conviction that it would not be appropriate here
+to reproduce the activity at the switchboard in the experiment, but
+that it would be more desirable to resolve that whole function into
+its elements and to undertake the experimental test of a whole series
+of elementary mental dispositions. Every one of these mental acts can
+then be examined according to well-known laboratory methods without
+giving to the experiments any direct relation to the characteristic
+telephone operation as such. I carried on the first series of
+experiments with about thirty young women who a short time before had
+entered into the telephone training school, where they are admitted
+only at the age between seventeen and twenty-three years. I examined
+them with reference to eight different psychophysical functions. In
+saying this, I abstract from all those measurements and tests which
+had somewhat anthropometric character, such as the measurement of the
+length of the fingers, the rapidity of breathing, the rapidity of
+pulse, the acuity of vision and of hearing, the distinctness of the
+pronunciation, and so on. A part of the psychological tests were
+carried on in individual examinations, but the greater part with the
+whole class together.
+
+These common tests referred to memory, attention, intelligence,
+exactitude, and rapidity. I may characterize the experiments in a few
+words. The memory examination consisted of reading to the whole class
+at first two numbers of 4 digits, then two of 5 digits, then two of 6
+digits, and so on up to figures of 12 digits, and demanding that they
+be written down as soon as a signal was given. The experiments on
+attention, which in this case of the telephone operators seemed to me
+especially significant, made use of a method the principle of which
+has frequently been applied in the experimental psychology of
+individual differences and which I adjusted to our special needs. The
+requirement is to cross out a particular letter in a connected text.
+Every one of the thirty women in the classroom received the same first
+page of a newspaper of that morning. I emphasize that it was a new
+paper, as the newness of the content was to secure the desired
+distraction of the attention. As soon as the signal was given, each
+one of the girls had to cross out with a pencil every "a" in the text
+for six minutes. After a certain time, a bell signal was given and
+each then had to begin a new column. In this way we could find out,
+first, how many letters were correctly crossed out in those six
+minutes, secondly, how many letters were overlooked, and, thirdly, how
+the recognition and the oversight were distributed in the various
+parts of the text. In every one of these three directions strong
+individual differences were indeed noticeable. Some persons crossed
+out many, but also overlooked many, others overlooked hardly any of
+the "a's," but proceeded very slowly so that the total number of the
+crossed-out letters was small. Moreover, it was found that some at
+first do poor work, but soon reach a point at which their attention
+remains on a high level; others begin with a relatively high
+achievement, but after a short time their attention flags, and the
+number of crossed-out letters becomes smaller or the number of
+unnoticed, overlooked letters increases. Fluctuations of attention,
+deficiencies, and strong points can be discovered in much detail.
+
+The third test which was tried with the whole class referred to the
+intelligence of the individuals. Discussion of the question how to
+test intelligence in general would quickly lead us into as yet
+unsettled controversies. It is a chapter of the psychology of tests
+which, especially in the service of pedagogy but to a certain degree
+also in the service of medicine, has been more carefully elaborated
+than any other. Often it has been contested whether we have any right
+to speak of one general central intelligence factor, and whether this
+apparently unified activity ought not to be resolved into a series of
+mere elementary processes. The newer pedagogical investigations,
+however, speak in favor of the view that besides all special
+processes, or rather, above all of them, an ability must be recognized
+which cannot be divided any further, and by which the individual
+adjusts his knowledge, his experiences, and his dispositions to the
+changing purposes of life. The grading of the pupils in a class
+usually expresses this differentiation of the intelligence; and while
+the differences of industry or of mere memory and similar secondary
+features may sometimes interfere, it remains after all not difficult
+for an observant teacher to grade the pupils of his class, whom he
+knows well, according to their general intelligence. The psychological
+experiments carried on in the schoolroom have demonstrated that this
+ability can be tested by the measurement of some very simple mental
+activities. The best method would be the one which would allow the
+experimenter, on the basis of a single experiment, to grade the
+individuals in the same order in which they appear in the record of
+the teacher. Among the various proposed schemes for this purpose the
+figures suggest that the most reliable one is the following method,
+the results of which show the highest agreement between the rank order
+based on the experiments and the rank order of the teachers.[14] The
+experiment consists in reading to the pupils a long series of pairs of
+words of which the two members of the pair always logically belong
+together. Later, one word of each pair will be read to them and they
+have to write down the word which belonged with it in the pair. This
+is not a simple experiment on memory. The tests have shown that if
+instead of logically connected words simply disconnected chance words
+are offered and reproduced, no one can keep such a long series of
+pairs in mind, while with the words which have related meaning, the
+most intelligent pupils can master the whole series. The very
+favorable results which this method had yielded in the classroom made
+me decide to try it in this case too. I chose for an experiment 24
+pairs of words from the sphere of experience of the girls to be
+tested. Two further class experiments belonged rather to the periphery
+of psychology. The exactitude of space-perception was measured by
+demanding that each divide first the long and then the short edge of a
+folio sheet into two equal halves by a pencil mark. And finally, to
+measure the rapidity of movement, it was demanded that every one make
+with a pencil on the paper zigzag movements of a particular size
+during the ten seconds from one signal to another.
+
+After these class experiments I turned to individual tests. First,
+every girl had to sort a pack of 48 cards into 4 piles as quickly as
+possible. The time was measured in fifths of a second. The following
+experiment which referred to the accuracy of movement impulses
+demanded that every one try to reach with the point of a pencil 3
+different points on the table in the rhythm of metronome beats. On
+each of these three places a sheet of paper was fixed with a fine
+cross in the middle. The pencil should hit the crossing point, and the
+marks on the paper indicated how far the movement had fallen short of
+the goal. One of these movements demanded the full extension of the
+arm and the other two had to be made with half-bent arm. I introduced
+this last test because the hitting of the right holes in the
+switchboard of the telephone office is of great importance. The last
+individual experiment was an association test. I called six words like
+"book," "house," "rain," and had them speak the first word which came
+to their minds. The time was measured in fifths of a second only, as
+subtler experiments, for which hundredths of a second would have to
+be considered, were not needed.
+
+In studying the results so far as the memory experiments were
+concerned, we found that it would be useless to consider the figures
+with more than 10 digits. We took the results only of those with 8,9,
+and 10 digits. There were 54 possibilities of mistakes. The smallest
+number of actual mistakes was 2, the largest, 29. In the experiment on
+attention made with the crossing-out of letters, we found that the
+smallest number of correctly marked letters was 107, the largest
+number in the six minutes, 272; the smallest number of overlooked
+letters was 2, the largest, 135; but this last case of abnormal
+carelessness stood quite isolated. On the whole, the number of
+overlooked letters fluctuated between 5 and 60. If both results, those
+of the crossed-out and those of the overlooked letters, are brought
+into relation, we find that the best results were a case of 236
+letters marked, with only 2 overlooked, and one of 257 marked, with 4
+overlooked. The very interesting details as to the various types of
+attention which we see in the distribution of mistakes over the six
+minutes were not taken into our final table. The word experiments by
+which we tested the intelligence showed that no one was able to
+reproduce more than 22 of the 24 words. The smallest number of words
+remembered was 7. The mistakes in the perception of distances
+fluctuated between 1 and 14 millimeters; the time for the sorting of
+the 48 cards, between, 35 and 58 seconds; the association-time for the
+6 associated words taken together was between 9 and 21 seconds. The
+pointing experiments could not be made use of in this first series, as
+it was found that quite a number of participants were unable to
+perform the act with the rapidity demanded.
+
+Several ways were open to make mathematical use of these results. I
+preferred the simplest way. I calculated the grade of the girls for
+each of these achievements. The same candidate who stood in the 7th
+place in the memory experiment was in the 15th place with reference to
+the number of letters marked, in the 3rd place with reference to the
+letters overlooked, in the 21st place with reference to the number of
+word pairs which she had grasped, in the 11th place with reference to
+the exactitude of space-perception, in the 16th place with reference
+to the association-time, and in the 6th place with reference to the
+time of sorting. As soon as we had all these independent grades, we
+calculated the average and in this way ultimately gained a common
+order of grading. It is evident that this kind of calculation contains
+accidental factors, especially as a consequence of the fact that we
+give equal value to every one of these results. It might be better,
+for instance, to attribute a higher value to the attention experiment
+or to the intelligence experiment. This could be done by multiplying
+the results of some of these grades by 2 or by 3, which would bring
+the high or low grade of a girl for a particular function to stronger
+influence in the final result. But in this first trial I contented
+myself with the simplest uniform scheme in order to exclude all
+arbitrariness, and therefore considered the mere average of all the
+grades as the expression of the experimental result.
+
+With this average rank list, we compared the practical results of the
+telephone company after three months had passed. These three months
+had been sufficient to secure at least a certain discrimination
+between the best, the average, and the unfit. The result of this
+comparison was on the whole satisfactory. First, the skeptical
+telephone company had mixed with the class a number of women who had
+been in the service for a long while and had even been selected as
+teachers in the telephone school. I did not know, in figuring out the
+results, which of the participants in the experiments these
+particularly gifted outsiders were. If the psychological experiments
+had brought the result that these individuals who stood so high in
+the estimation of the telephone company ranked low in the laboratory
+experiment, it would have reflected strongly on the reliability of the
+laboratory method. The results showed, on the contrary, that these
+women who had proved most able in practical service stood at the top
+of our list. Correspondingly, those who stood the lowest in our
+psychological rank list had in the mean time been found unfit in
+practical service and had either left the company of their own accord
+or else had been eliminated. The agreement, to be sure, was not a
+perfect one. One of the list of women stood rather low in the
+psychological list, while the office reported that so far she had done
+fair work in the service, and two others to whom the psychological
+laboratory gave a good testimonial were considered by the telephone
+office as only fair.
+
+But it is evident that certain disagreements would have occurred even
+with a more ideal method, as on the one side no final achievement in
+practical service can be given after only three months, and because on
+the other side a large number of secondary factors may enter which
+entirely overshadow the mere question of psychophysical fitness. Poor
+health, for instance, may hinder even the most fit individual from
+doing satisfactory work, and extreme industry and energetic will may
+for a while lead even the unfit to fair achievement, which, to be
+sure, is likely to be coupled with a dangerous exhaustion. The slight
+disagreements between the psychological results and the practical
+valuation, therefore, do not in the least speak against the
+significance of such a method. On the other hand, I emphasize that
+this first series meant only the beginning of the investigation, and
+it can hardly be expected that at such a first approach the best and
+most suitable methods would at once be hit upon. A continuation of the
+work will surely lead to much better combinations of test experiments
+and to better adjusted schemes. But it would be most desirable that
+such studies be undertaken at various places according to various
+schemes in order to come nearer to the solution of a problem which is
+economically important to the whole public and to many thousands of
+employees. As soon as methods are really perfected it would seem not
+at all impossible that by a short experiment of a few minutes
+thousands of applicants might be saved long months of study and
+training which are completely wasted. For us here the detailed
+analysis of this particular case did not mean a suggestion to use
+to-day in the telephone offices of the country the special scheme
+which we applied, but it stood only as a clear, simple illustration
+of a method by which not the specific work itself is tested, but by
+which the industrial work of the individual is resolved into a long
+series of parallel functions each one of which is tested
+independently. The experimental aid which the laboratory has to supply
+in such cases is not a newly invented device, such as we needed in the
+case of the motormen, but simply the methods well known as so-called
+mental tests.
+
+The experiments with such tests by which single mental functions are
+measured approximately in short quick examinations, has been much
+discussed in psychological circles. For a long while the thorough
+scholars remained very reluctant to accept such an apparently
+superficial scheme, when these tests were proposed especially for the
+pedagogical interests of the schoolroom. It was a time in which the
+scientific efforts were completely devoted to the general problems of
+the human mind and in which individual differences were very little
+considered. Moreover, the questions of applied psychology still seemed
+so far distant that the true scholar instinctively took his standards
+from the methods of purely theoretical research. Seen from such a
+point of view, it could not be denied that the tests were not
+sufficient to give us a complete scientific analysis of the
+personality in its subtler structure. The theorists knew too well that
+if the reactions, or associations, or memories, or tendencies of
+attention, or emotions of a subject were measured really with that
+scientific thoroughness which is the ideal of research, long months of
+experiments would be needed, and little could be hoped for from tests
+to be performed in half an hour. But this somewhat haughty reserve
+which was quite justified twenty years ago has become obsolete and
+would be meaningless to-day. On the one side the methods themselves
+have been multiplied; for each mental act like memory, attention, and
+so on, dozens of well-studied tests are at our disposal, which are
+adjusted to the finest ramifications of the functions.[15] On the
+other side the interest in individual differences and in applied
+psychology has steadily grown, and through it an understanding for the
+real meaning of the tests has been gained. Their value, indeed, lies
+exclusively in their relation to the practical problems. Where
+theoretical questions are to be answered and scientific studies
+concerning the laws and variations of the mind are to be undertaken,
+the long series of laboratory experiments carried on with patience and
+devotion are indispensable and can never be replaced by the short-cut
+methods of the tests. But where practical tasks of pedagogy or
+jurisprudence or medicine, or especially of commerce and industry, are
+before us, the method of tests ought to be sovereign. It can be
+adapted to the special situations and can succeed perfectly, if the
+task is to discover the outlines of the mental individuality for
+particular practical work.
+
+The only real difficulty of the method lies in the ease with which it
+can be used. A device which presupposes complicated instruments deters
+the layman and will be used only by those who are well trained.
+Moreover, the amateur would not think of constructing and adapting
+such apparatus himself. But when nothing is necessary but to use words
+or numbers or syllables or pictures, or, as in those experiments which
+we just described, newspapers and so on, any one feels justified in
+applying the scheme or in replacing it by a new apparently better one
+according to his caprice. The manifoldness of the proposed tests for
+special functions, is therefore enormous to-day. What is needed now is
+surely much more that order be brought into this chaos of
+propositions, and that definite norms and standards be secured for
+certain chief examinations, than that the number of variations simply
+be increased.
+
+The chief danger, moreover, lies in the fact that those who are not
+accustomed to psychological laboratory research are easily misled.
+They fancy that such an experiment can be carried out in a mere
+mechanical way without careful study of all the conditions and
+accompanying circumstances. Thereby a certain crudeness of procedure
+may enter which is not at all suggested by the test method itself. The
+psychological layman too seldom recognizes how many other psychical
+functions may play a role in the result of the experiment beside the
+one which is interesting him at that moment. The well-schooled
+laboratory worker almost automatically gives consideration to all such
+secondary circumstances. While his experiments may refer to the
+process of memory, he will yet at the same time carefully consider the
+particular situation as to the emotional setting of the subject, as to
+his attention, as to his preceding experience, as to his intelligence,
+as to his physiological condition, and many other factors which may
+have indirect influence even on the simplest memory test. Hence the
+real performance of the experiments ought to be undertaken only by
+those who are thoroughly familiar and well trained in psychological
+research. And they alone, moreover, can decide what particular form
+such an experiment ought to take in a given practical situation. It
+must be left to them, for instance, to judge in which cases the mental
+function of economic importance ought to be tested after being
+resolved into its components and in which it ought to be examined in
+its characteristic unity.
+
+
+
+
+XI
+
+CONTRIBUTIONS FROM MEN OF AFFAIRS
+
+
+While the psychologists have to perform the actual labor, the
+representatives of practical life are much better able to indicate the
+points at which the psychological levers ought to be applied. In the
+past year I have sought contact with several hundred large concerns in
+America which belong to many different industrial realms. My time did
+not allow me personal observation in so many cases, but everywhere I
+begged for information from the leading men. I asked in individual
+letters for the particular psychological qualities which from the
+standpoint of the management seemed essential for the various kinds of
+labor in their establishments. I always inquired to what extent
+consideration was given to such psychological points of view at the
+appointment of applicants, and asked for material concerning the
+question how far individuals who proved to be unfit for one kind of
+labor showed fitness at other kinds of work. The replies which I
+received from all sides varied from a few meaningless lines to long
+documents, which in some cases were composed of detailed reports from
+all the department chiefs of a particular concern. The common
+fundamental turn was decidedly a feeling of strong interest in the
+formulation of the question, which was practically new to all of them.
+Whether the answer came from paper mills or machine shops, from
+meat-packing houses or from breweries, from electrical or chemical
+mills, from railroad or mining companies, from department stores or
+from publishing houses, everywhere it was acknowledged that they had
+given hardly any conscious attention to the real psychological
+dispositions of their employees. They had of course noticed whether
+their men were industrious or lazy, honest or dishonest, skillful or
+clumsy, peaceful or quarrelsome people, but I had emphasized from the
+start in all my letters that such points of view were not before my
+mind. The mental qualities for which I asked were the psychological
+functions of attention, memory, ideas, imagination, feeling, volition,
+suggestibility, ability to learn, ability to discriminate, judgment,
+space-sense, time-sense, and so on. It would lead too far here to
+discuss why these two groups of characteristics indeed belong to two
+different aspects of mental life, and why only the latter is strictly
+psychological. The way in which the management is accustomed to look
+on their men is the practical way of ordinary life, in which we try to
+understand our neighbor by entering into the meaning of his mental
+functions and by seeking to grasp what his aim is. But such an
+interpretation of the other man's mind is not a psychological
+analysis. It gives us the purposes of his inner life, but does not
+show us its structure and its component parts. We can abstract from
+interpreting and appreciating in order to describe the elements of the
+mind which in themselves have no meaning and no value, but which are
+the only important factors, if we are to determine psychologically
+what we may expect from the individual.
+
+While the replies to my letters showed that hardly any attention had
+so far been given to such problems of objective psychology in the
+industrial concerns, it became evident that the managers felt
+distinctly that here a problem was touched which must be of highest
+importance for economic success. From many different sides willingness
+was shown to study the problem of employment under the psychological
+aspect. As my material came mostly from very large establishments in
+which labor of very many different kinds is carried on side by side,
+of course I frequently received the assurance that whenever an
+industrious energetic man is unsuccessful in one kind of work, a trial
+is made with him in another department, and that by such shifting the
+right place can often be found for him. Young people, to whom, in
+spite of long trial and the best will, it seems impossible to supply
+certain automatic machines, become excellent workers at much more
+difficult labor in the same establishment. Women who are apparently
+careless and inattentive when they have to distribute their attention
+over a number of operations do high-class work when they are engaged
+in a single activity; and in other cases the opposite is reported.
+
+I may mention a few concrete chance illustrations. In a pencil factory
+the women in one department have to grasp with one movement a dozen
+pencils, no more and no less. Some learn this at once without effort,
+and they earn high wages; others never can learn it in spite of
+repeated trials. If those who fail in this department are transferred,
+for instance, to the department where the gold-leaf is most carefully
+to be applied to the pencils before stamping, very often they show
+great fitness in spite of the extreme exactitude needed for this work.
+To show how often activities which appear extremely similar may demand
+different individuals, if the work is based on different psychical
+functions, I may refer to a report from one of the largest
+establishments in the country. In the accounting department a large
+number of girls are occupied with looking over hundreds of thousands
+of slips from which the weekly pay-list is compiled. Each slip
+contains six figures and small groups of twenty slips have to be
+looked through to see whether those six figures on each correspond.
+With moistened forefinger they turn up the slips one by one in much
+the same manner that a bank clerk counts money. A good sorter will
+turn up the slips so rapidly that a bystander is unable to read a
+single figure, and yet she will not overlook an error in thousands of
+slips. After the slips are sorted, the operation of obtaining the
+totals on each order number is performed with the aid of an adding
+machine. The machine operator rolls up the slips of the pile with the
+thumb of her left hand and transfers the amount to the proper keys of
+the machine. It has been found that the most rapid and accurate girls
+at sorting are not seldom useless on the machines. They press the
+wrong, keys and make errors in copying the total from the machine
+indicators to the file-card. On the other hand, some of the best
+machine operators are very slow and inaccurate at the sorting table.
+Girls have been found very poor at the work at which they were first
+set, and very successful and efficient as soon as they had been
+transferred from the one to the other.
+
+Examples of this kind might be heaped up without end. But while the
+very large establishments demonstrate by such reports only that they
+can find somewhere a fit place for every able workingman if they take
+enough trouble to seek for it, after all the essential element of the
+reports remains, that successful achievement depends upon personal
+mental traits which cannot be acquired by mere good will and training.
+In view of this fact it is much more important that by far the
+majority of establishments have not such a great manifoldness of
+activities under one roof. The workingman who is a failure in the work
+which he undertook would usually have no opportunity to show his
+strong sides in the same factory, or at least to be protected against
+the consequences of his weak points. If his achievement is deficient
+in quality or quantity, he generally loses his place and makes a new
+trial in another factory under the same accidental conditions, without
+any deeper insight into his particular psychical traits and their
+relation to special industrial activities. But even in the large
+concerns, in which many kinds of labor are needed side by side, it is
+not the rule but a rare exception when the individual is
+systematically shifted to the psychologically correct place. A whole
+combination of conditions is necessary for that. If his mental
+unfitness makes him unsuccessful in one place, the position for which
+he is fit must happen to be vacant. Moreover, he himself must like
+that other kind of work, and above all the foreman must recognize his
+particular fitness. In a few model factories in which the apprentice
+system is developed in the spirit of advanced sociological ideas, for
+instance, in the Lynn factory of the General Electric Company, such
+systematic efforts are being carried on and show fair results. But the
+regulation plan seems to be a haphazard lack of plan, and even the
+best endeavors probably fall short of what may be attained by the
+introduction of scientific psychological methods. So far in most
+factories the laborer who is not doing well simply loses his position,
+and by such an unfortunate experience he is not mentally enriched but
+impoverished, as he has lost much of his self-confidence and of his
+joy in labor.
+
+If this limitless waste of human material, this pitiable crushing of
+joy in the day's work, and this crippling of the economic output is at
+last to be reduced, indeed nothing is more needed than a careful
+scrutiny of the various psychophysical functions involved in the work.
+A mere classification of the industrial occupations according to the
+classes of manufactured objects would be of no value for this need, as
+often a small industrial concern may embrace occupations which, are
+based on many different psychophysical functions. A harvester consists
+of two hundred and fifty different parts, and almost every one of
+these parts demands a long series of manufacturing, processes.
+Thousands of different kinds of labor are thus combined in one factory
+and each process demands for the best work particular psychophysical
+traits, even though many of them can be carried out by quite unskilled
+laborers. In a large manufacturing establishment the manager assured
+me only recently that more than half a million different acts have to
+be performed in order to complete the goods of that factory. On the
+other hand, it evidently is proper to form larger groups in which
+processes are brought together which are similar with reference to the
+mental activity needed, while they may be dissimilar from the
+standpoint of industrial technique.
+
+This analysis of the special processes can be furthered best by the
+cooeperation of the experienced men of industry. Many of the replies
+which I received contained quite elaborated contributions to such a
+study of various industrial processes from a psychological point of
+view. They sometimes covered the ground from the simplest activity to
+the subtlest and most difficult economic tasks, and this, not only
+with reference to the functions of the laborer, but also even with
+reference to the function of the industrial manager. The outsider can
+see these psychological requirements of the particular occupation only
+in crude outlines. The subtler nuances of differences between tasks
+can be gained only by an intimate knowledge of the industry. Again I
+may give an illustration. In the case of a well-known typesetting
+machine, thousand of which are in daily use, I had the impression that
+the rapidity of the performance was dependent upon the quickness of
+the finger reaction. The managers, on the other hand, have found that
+the most essential condition for speed in the whole work is the
+ability to retain a large number of words in memory before they are
+set. The man who presses the keys rather slowly advances more rapidly
+than another who moves his fingers quickly, but must make many pauses
+in order to find his place in the manuscript and to provide himself
+with new words.
+
+The factors which are to be brought into correlation are, accordingly,
+first, the actual experiences of the managers, secondly, the
+observations of skilled psychologists in the industrial concerns,
+thirdly, psychological and experimental investigations with successful
+and unsuccessful laborers, and, fourthly, experimental studies of the
+normal variability. If such a programme is to be realized in detail,
+it will be necessary to discriminate carefully, between those mental
+traits of the personality which must be accredited to a lasting
+inherited disposition and such as have been developed under the
+influences of the surroundings, by education and training, by bad or
+good stimuli from the community. While those acquired traits may have
+become relatively lasting dispositions, their transformation is, after
+all, possible, and the limits in which changes may be expected will
+have to be found out by exact studies. Individual psychological
+rhythm, attention and emotion, memory and will energy, disposition to
+fatigue and to restoration, imagination, suggestibility and
+initiative, and many other features will have to be examined in their
+relation to the special economic aims.
+
+Too much emphasis cannot be laid on another function as well, the
+experimental testing of which has only recently been started. I refer
+to the difference in the individual ability of men to profit from
+training. If we test an individual at a certain point in his life with
+regard to a variable ability, our result must be dependent upon three
+factors, the original disposition for the performance, the original
+disposition for the advance by training, and the training itself
+actually passed through up to that moment. A small amount of
+antecedent training for the particular task together with a high
+ability to profit from repetition may be a better reason for the
+appointment of a man than a long training with small ability to profit
+from schooling, in spite of the fact that his actual achievement at
+this time may be in the first case smaller than in the second. He will
+do less at first, but he promises to outrank the other man after a
+period of further training. Special experiments must be carried on and
+have been actually started to determine this plasticity of the
+psychophysical apparatus as an independent inborn trait of the
+individual.[16]
+
+This invasion of psychology into the field of economic activities is
+still so little advanced that the thought of a real distribution of
+the wage-earners among the various commercial and industrial positions
+on the basis of psychological tests would lead far beyond the present
+possibilities. Moreover, many factors would interfere with its being
+carried out consistently, even if a much higher stage of experimental
+research were reached. The thousands of social and local reasons which
+influence the choice of a vocation to-day would to a certain degree
+remain in force also in a period of better psychological analysis.
+Moreover, the personal inclinations and interests naturally would and
+ought to remain the mainspring of economic action. This inclination,
+which gives so much of the joy in labor, is by no means necessarily
+coincident with those psychophysical dispositions which insure the
+most successful work. Political economists have found this out
+repeatedly from their statistical inquiries. Very careful studies of
+the textile industry in Germany carried out in recent years[17]
+yielded the result that the intelligent, highly trained textile
+laborer often dislikes his work the more, the more he shows ability
+for it, this ability being measured by the wages the individuals earn
+at piecework. The wage and the emotional attitude were not seldom
+inversely related. Those who were able to produce by far more than
+others and accordingly earned the most were sometimes the very ones
+who hated the work, while the less skillful workers earned less but
+enjoyed the work more. The consulting economic psychologist will,
+therefore at first reasonably confine himself to warning the misfits
+at an early time. Even within these limits his service can be useful
+to both parties, the employers and the employees. He will only slowly
+reach the stage at which this negative warning may be supplemented by
+positive suggestions, as to the commercial industrial activities for
+which the psychophysical dispositions promise particular success.
+
+A real assumption of responsibility for success of course cannot be
+risked by the psychologist, inasmuch as the man who may be fitted for
+a task by his mental working dispositions may nevertheless destroy his
+chances for success by secondary personal traits. He may be dishonest,
+or dissipated, or a drinker, or a fighter, or physically ill. Finally,
+we ought not to forget that all such efforts to adjust to one another
+the psychological traits and the requirements of the work can never
+have reference to the extreme variations of human traits. The
+exceptionally talented man knows anyhow where he belongs, and the
+exceptionally untalented one will be excluded anyhow. The
+psychological aid in the selection of the fit refers only to the
+remaining four fifths of mankind for whom the chances of success can
+indeed be increased as soon as the psychological personal equation is
+systematically and with scientific exactitude brought into the
+calculation of the life development. How far a part of this effort
+will have to be undertaken by the school is a social problem which
+must be considered from various points of view. Its discussion would
+lead us beyond the limits of our present inquiry, but it seems
+probable that the real psychological laboratory experiment in the
+service of vocational guidance does not belong in the schoolroom
+itself, but ought to be left to special municipal institutions.
+
+
+
+
+XII
+
+INDIVIDUALS AND GROUPS
+
+
+One point here must not be overlooked. The effort to discover the
+personal structure of the individual in the interest of his vocational
+chance does not always necessarily involve a direct analysis of his
+individuality, as material of some value can be gained indirectly.
+Such indirect knowledge of a man's mental traits may be secured first
+of all through referring the man to the groups to which he belongs and
+inquiring into the characteristic traits of those groups. The
+psychology of human variations gives not only an account of the
+differences from person to person, but studies no less the psychical
+inequalities of the races, of the nations, of the ages, of the
+professions, and so on. If an economic activity demands a combination
+of mental traits, we may take it for granted that an individual will
+be fit for the work as soon as we find out that he belongs to a group
+in which these required mental traits habitually occur. Such a
+judgment based on group psychology can of course be no more than a
+mere approach to a solution of the problem, as the psychical qualities
+may vary strongly in the midst of the group. The special individual
+may happen to stand at the extreme limit of the group, and the traits
+which are usually characteristic of it may be very little developed or
+entirely lacking in his special case. We may know that the inhabitants
+of a special country are rather alert, and yet the particular
+individual with whom we have to deal may be clumsy and phlegmatic. The
+interests of economy will, therefore, be served by such considerations
+of group psychology only if the employment, not of a single person,
+but of a large number, is in question, as it is most probable that the
+average character will show itself in a sufficient degree as soon as
+many members of the group are involved.
+
+Even in this case the presupposition ought to be that the average
+characteristics found out with scientific exactitude by statistical
+and experimental methods, and not that they are simply deduced from
+superficial impressions. I have found that just this race
+psychological diagnosis is frequently made in factories with great
+superficiality. Some of the American industrial centres offer
+extremely favorable conditions for the comparative study of
+nationality. I have visited many manufacturing establishments in which
+almost all workers are immigrants from foreign countries and in which
+up to twenty different nationalities are represented. The employment
+officers there easily develop some psychological theories on the
+basis of which they are convinced that they are selecting the men with
+especial skill, knowing for each in which department he will be most
+successful. They consider it settled that for a particular kind of
+activity the Italians are the best, and for another, the Irish, and
+for a third, the Hungarians, and for a fourth, the Russian Jews. But
+as soon as these factory secrets have been revealed, you may be
+surprised to find that in the next factory a decidedly different
+classification of the wage-earners is in force. In a gigantic
+manufacturing concern, I received the definite information that the
+Swedish laborers are preferable wherever a steady eye is needed, and
+in another large factory on the same street I was assured that just
+the Swedes are unfit for such work. Sometimes this diversity of
+opinion is the result of different points of view. In one factory in
+which a certain industrial operation is rather dangerous, they told me
+that they took no southern Europeans, especially no Italians and
+Greeks, because they are too hasty and careless in their movements,
+while they gladly filled the places with Irishmen. In a quite similar
+factory, on the other hand, they had a prejudice against the Irishmen
+alone for this work, because the Irish laborers are too willing to run
+a risk and to expose themselves to danger. Probably both
+psychological observations are on the whole correct, but in the first
+factory only the one and in the second factory only the other was
+recognized. Much more thorough statistical inquiries than those which
+as yet exist, especially as to the actual differences of wages and
+piecework for wage-earners of various nationalities, would have to
+furnish a basis for such race psychological statements, until the time
+arrives when the psychological experiment comes to its own.
+
+In a similar way so far we have to rely on general theories of group
+psychology when the psychological differences of the sexes are to be
+reckoned with in economic interests. So long as laboratory methods for
+individual tests are not usual, the mental analysis of the general
+groups of men and women must form the background for industrial
+decisions. To be sure, it is not difficult to emphasize certain mental
+traits as characteristic of women in general in contrast to men in
+general, and to relate them to certain fundamental tendencies of their
+psychophysical organism. As soon as this is done, it is easy
+theoretically to deduce that certain industrial functions are
+excellently adapted to the minds of women and that certain others
+stand in striking antagonism to them. If the employment of large
+numbers is in question, and average values alone are involved, such a
+decision on the basis of group psychology may be adequate. In most
+factories this vague sex psychology, to be sure, usually with a strong
+admixture of wage questions, suggests for which machines men and for
+which women ought to be employed. But here again it is not at all
+improbable that in the case of a particular woman the traditional
+group value may be entirely misleading and the personality accordingly
+unfit for the place. Only the subtle psychological individual analysis
+can overcome the superficial prejudices of group psychology. The
+situation lies differently when problems of economic policy are before
+us. Such general policies as, for instance, colonial politics, or
+immigration politics, or politics concerned with city and rural
+communities, or with coast and mountain population, will always have
+to be based on group psychology as far as the economic problems are
+involved, inasmuch as they refer to the average and not to the
+individual, differences.
+
+Finally, another indirect scheme to determine the personal qualities
+needed for economic efficiency may be suggested by the psychology of
+the typical correlations of human traits. We have seen that group
+psychology proclaims that a certain individual probably has certain
+traits because he belongs to this or that nation or to this or that
+otherwise well-known group. Correlation psychology proclaims that a
+particular individual possesses or does not possess certain traits
+because he shows or does not show some other definite qualities. A
+correlation, for instance, which the commercial world often
+presupposes, may exist between individual traits and the handwriting.
+Graphologists are convinced that a certain loop or flourish, or the
+steepness or the length of the letters, or the position of the _i_
+dot, is a definite indication that the writer possesses certain
+qualities of personality; and if just these qualities are essential
+requirements for the position, the impression of the handwriting in a
+letter may be taken as a sufficient basis for appointment. The
+scientist has reason to look upon this particular case of
+graphological correlation with distrust. Yet even he may acknowledge
+that certain correlations exist between the neatness, carefulness,
+uniformity energy, and similar features of the letter, and the general
+carefulness, steadiness, neatness, and energy of the personality.
+
+However, the laboratory psychologists nowadays have gone far beyond
+such superficial claims for correlations of symptoms. With
+experimental and statistical methods they have gathered ample material
+which demonstrates the exact degree of probability with which we have
+a right to expect that certain qualities will occur together.
+Theoretically we may take it for granted that those traits which are
+always present together or absent together ultimately have a common
+mental root. Yet practically they appear as two independent traits,
+and therefore it remains important to know that, if we can find one of
+them, we may be sure that the other will exist there too. Inasmuch as
+the one of the two traits may be easily detected, while the other may
+be hidden and can be found out only by long careful tests, it would be
+valuable, indeed, for the employment manager to become acquainted with
+such correlations as the psychologist may discover: as soon as he
+becomes aware of the superficially noticeable symptom, he can foresee
+that the other disposition is most probably present. To give an
+illustration: in the interest of such measurements of correlations we
+have studied in the Harvard laboratory the various characteristics of
+attention and their mutual dependence.[18] We found that typical
+connections exist between apparently independent features of
+attention. Persons who have a rather expansive span of attention for
+acoustical impressions have also a wide span for the visual objects.
+Persons whose attention is vivid and quick have on the whole the
+expansive type of attention, while those who attend slowly have a
+narrow field of attention, and so on. Hence the manifestation of one
+feature of attention allows us to presuppose without further tests
+that certain other features may be expected in the particular
+individual.
+
+The problem of attention, indeed, seems to stand quite in the centre
+of the field of industrial efficiency. This conviction has grown upon
+me in my observation of industrial life. The peculiar kind of
+attention decides more than any mental trait for which economic
+activity the individual is adapted. The essential point is that such
+differences of attention cannot be characterized as good or bad; it is
+not a question of the attentive and of the inattentive mind. One type
+is not better than another, but is simply different. Two workingmen,
+not only equally industrious and capable, but also equally attentive,
+may yet occupy two positions in which they are both complete failures
+because their attention does not fit the places, and both may become
+highly efficient as soon as they exchange positions. Their particular
+types of attention have now found the right places. The one may be
+disposed to a strong concentration by which everything is inhibited
+which lies on the mental periphery, the other may have the talent for
+distributing his attention over a large field, while he is unable to
+hold it for a long while at one point. If the one industrial activity
+demands the attentive observation of one little lever or one wheel at
+one point, while the other demands that half a dozen large machines be
+simultaneously supervised, all that is necessary is to find the man
+with the right type of attention for each place. It would be utterly
+arbitrary to claim that the expansive type of attention is
+economically more or less valuable than the concentrated type. Both in
+English and in German we have a long popular series of pamphlets with
+descriptions of the requirements and conditions for the various
+occupations to which a boy or a girl may turn, but I have nowhere
+found any reference to the most essential mental functions such as the
+particular kind of attention or memory or will. These pamphlets are
+always cut after the same pattern. Where the detail refers at all to
+the mental side, it points only to particular knowledge which may be
+learned in school or trade or work, or to abilities which may be
+developed by training. But the individual differences which are set by
+the particular conditions and dispositions of the mind are neglected
+with surprising uniformity in the vocational literature of all
+countries. The time seems ripe for at last filling this blank in the
+consciousness of the nation and in the institutions of the land.
+
+
+
+
+PART II
+
+THE BEST POSSIBLE WORK
+
+
+
+
+XIII
+
+LEARNING AND TRAINING
+
+
+We have placed our psychotechnical interest at the service of economic
+tasks. We therefore had to start from the various economic purposes
+and had to look backward, asking what ways might lead to these goals.
+All our studies so far were in this sense subordinated to the one task
+which ought to be the primary one in the economic world, and yet which
+has been most ignored. The purpose before us was to find for every
+economic occupation the best-fitted personality, both in the interest
+of economic success and in the interest of personal development.
+Individual traits under this point of view become for us the decisive
+psychological factors, and experimental psychology had to show us a
+method to determine those personal differences and their relation to
+the demands for industrial efficiency. This first goal may be reached
+with all the means of science, as we hope it will be in the future, or
+everything may be left to unscientific, haphazard methods as in the
+past: in any case a second task stands before the community, namely,
+the securing of the best possible work from every man in his place.
+Indeed, the nation cannot delay the solution of this second problem
+until the first has been solved in a satisfactory way. We might even
+say that the answer to the second question is the more important, the
+less satisfactory the answer to the first is. If every place in the
+economic world were filled only by those who are perfectly adapted by
+their mental traits, it would be much less difficult to get efficient
+work from everyone. The fact that so many misfits are at work makes it
+such an urgent necessity to find ways and means by which the
+efficiency can be heightened.
+
+It must be acknowledged, however, that the problem of the best work is
+not quite such a clear one as that of the best man. From various
+standpoints a different answer may be given to the question which kind
+of work is the best. A capitalistic, profit-seeking egotism may
+consider the quickest performance, or, if differences of quality are
+involved, the most skillful performance, the only desirable end. The
+social reformers, on the other hand, may consider the best work that
+which combines the greatest and best possible output with the highest
+possible saving of the organism and the fullest development of the
+personality. We have emphasized from the start that the practical
+psychologist as such has not the right to give a decision upon
+problems of social civilization. He has to accept the economic tasks
+from the community for which he is working and his impartial service
+commences only when the goals have been determined. It is not his
+share to select the ends, but simply to determine the means after the
+valuable ends have been chosen. As a psychological scientist he has
+not the right to enter into the arena of different social party
+fights. Yet we find after all a broad region which seems rather
+untouched by any conflict of reasonable opinions. A reckless
+capitalism on the one side and a feeble sentimentality on the other
+side may try to widen or to narrow the boundaries of this region, but
+taken all together, a vigorous healthy nation which is eagerly devoted
+to its work is on the whole in agreement as to the essential economic
+demands for efficient labor.
+
+Experience, to be sure, shows that great changes in the conditions of
+work can never enter into the history of civilization without certain
+disturbances, and that opposition must therefore necessarily arise in
+certain groups even against such changes as are undoubtedly
+improvements and advances from the point of view of the whole nation.
+Such dissatisfaction arose when the factory system was introduced, and
+it is only natural that some irritation should accompany the
+introduction of psychological improvements in the methods of work,
+inasmuch as not a few wage-earners may at first have to lose their
+places because a small number of men will under the improved
+conditions be sufficient for the performance of tasks which needed
+many before. But the history of economics has clearly shown that from
+the point of view of the whole community such an apparent disturbance
+has always been only temporary. If the psychologists succeed in
+fundamentally improving the conditions of labor, the increased
+efficiency of the individual will promote such an enriched and
+vivified economic life that ultimately an increase in the number of
+laborers needed will result. The inquiry into the possible
+psychological contributions to the question of reinforced achievement
+must not be deterred by the superficial objection that in one or
+another industrial concern a dismissal of wage-earners might at first
+result. Psychotechnics does not stand in the service of a party, but
+exclusively in the service of civilization.
+
+To begin at the beginning, we may start from the commonplace that
+every form of economic labor in the workshop and in the factory, in
+the field and in the mine, in the store and in the office, must first
+be learned. How far do the experiments of the psychologist offer
+suggestions for securing the most economic method of learning
+practical activities? Bodily actions in the service of economic work
+are taught and learned in hundreds of thousands of places. It is
+evident that one method of teaching must reach the goal more quickly
+and more reliably than another. Some methods of teaching must
+therefore be economically more advantageous, and yet on the whole the
+methods of teaching muscular work are essentially left to chance. It
+is indeed not difficult to observe how factory workers or artisans
+have learned the same complex motion according to entirely different
+methods. The result is that they carry out the various partial
+movements in a different order, or with different auxiliary motions,
+or in different positions, or in a different rhythm, or with different
+emphasis, simply because they imitate different teachers, and because
+no norm, no certainty as to the best methods for the teaching, has
+been determined. But the process of learning is still more fluctuating
+and still more dependent upon chance than the process of teaching. The
+apprentice approaches the instruction, in any chance way, and the
+beginner usually learns even the first steps with a psychophysical
+attitude which is left to accident. An immense waste of energy and a
+quite anti-economic training in unfit movements is the necessary
+result.
+
+The learning of the elements of school knowledge in the classroom in
+earlier times proceeded after exactly such chance methods. Any one who
+knew how to read, write, and calculate felt himself prepared to pour
+reading, writing, and arithmetic into the unprotected children.
+Methods which are based on scientific examination of the
+psychophysical process of reading and writing were not at the disposal
+of the schools, and exact results from comparative studies of
+pedagogical methods had not been secured. The last few decades have
+created an entirely new foundation for enlightened school work. The
+experimental investigations of pedagogical psychology have determined
+exactly how the consciousness of the child reacts on the various
+methods of teaching and have built up a real systematic economic
+learning. All which was left to dilettantic caprice has been
+transformed into more or less definite standard forms. For instance,
+the old scheme of teaching reading by the alphabet method is
+practically eliminated from our modern schools. It is clear that this
+learning of the names of the single letters as a starting-point for
+the reading of words was not only a wasting of time and energy, but an
+actual disturbance in the development of the reading process in the
+older generation. As those names of the letters do not occur at all in
+the words to be read, but only their sounds, what had been learned in
+seeing the single letters had to be inhibited in pronouncing the whole
+word. It seems not too much to say that the learning of industrial
+activities on the whole still stands on the level of such alphabet
+methods, and this cannot be otherwise, as the real problem, namely,
+the systematic investigation of the psychophysical activities
+involved, has never been brought into the psychological laboratory.
+
+The pedagogical experiment has shown clearly enough that the
+subjective feeling of easier or quicker learning may be entirely
+unreliable and misleading. If the task is to learn a page by heart, we
+may proceed after many different methods. We may learn very small
+fractions of the text, repeating only a few words, or we may read
+whole paragraphs every time; we may repeat the whole material again
+and again, or we may put in long periods of rest after a few
+repetitions; we may frequently recite it from memory and have some one
+to prompt us; we may give our attention especially to the meaning of
+the words, or merely to the sounds, or we may introduce any number of
+similar variations. Now the careful experiment shows that of two such
+methods one which appears to us the better and more appropriate in
+learning, perhaps even as the easier and more comfortable, may prove
+itself the less efficient one in the practical result. The psychology
+of learning, which won its success by introducing meaningless
+syllables as experimental material, has slowly determined the most
+reliable methods for impressing knowledge on memory. Where such
+results have once been secured, it would surely be a grave mistake
+simply to stick to the methods of so-called common sense and to leave
+it to the caprice of the individual teacher to decide what method of
+learning he will suggest to his pupils. The best method is always the
+only one which should be considered. The psychology of economic work
+must aim toward similar goals. We must secure a definite knowledge as
+to the methods by which a group of movements can best be learned. We
+must understand what value is to be attached to the repetitions and to
+the pauses, to the imitations and to the special combinations of
+movements, to the exercise in parts of the movements, to the rhythm of
+the work, and to many similar influences which may shape the learning
+process.
+
+The simplest aspect, that of the mere repetition of the movement, has
+frequently been examined by psychophysicists. The real founder of
+experimental psychology, Fechner, showed the way; he performed
+fatiguing experiments with lifted dumb-bells. Then came the time in
+which the laboratories began to make a record of the muscular
+activities with the help of the ergograph, an instrument with which
+the movements of the arm and the fingers can easily be registered on
+the smoked surface of a revolving drum. The subtlest variations of the
+activity, the increase and decrease of the psychomotor impulse, the
+mental fatigue, can be traced exactly in such graphic records. This
+psychomotor side of the process, and not the mere muscle activity as
+such, is indeed the essential factor which should interest us. The
+results of exercise are a training of the central apparatus of the
+brain and not of the muscular periphery. The further development of
+those experiments soon led to complex questions, which referred not
+only to the mere change in the motor efficiency, but to the learning
+of particular groups of movements and to the influences on the
+exactitude and reliability of the movements. The purely mental factors
+of the will-impulse, especially the consciousness of the task, came
+into the foreground. These experiences of the scientists concerning
+the influences of training, the mechanization of repetition, and the
+automatization of movements have been thoroughly discussed by a
+brilliant political economist[19] as an explanation of certain
+industrial facts, but they have not yet practically influenced life in
+the factory.
+
+The nearest approach from the experimental side to the study of the
+effect of training in actual industrial tasks may be found in certain
+laboratory investigations which refer to the learning of telegraphing,
+typewriting, and so on. For instance, we have a careful study[20] of
+the progress made in learning telegraphy, both as to the transmitting
+of the telegrams by the key movement and the receiving of the
+telegrams by the ear. It was found that the rapidity of transmitting
+increases more rapidly and more uniformly than the rapidity of
+receiving. But while the curve of the latter rises more slowly and
+more irregularly, it finally reaches the greater height. The ability
+in transmitting, represented by a graphic record, shows an ascent
+which corresponds to the typical, steady curve of training. In the
+receiving curve, on the other hand, we find not far from the beginning
+a characteristic period during which no progress whatever can be
+noticed, and this is also repeated at a later stage. The psychological
+analysis shows that the increase of ability in the receiving of
+telegrams depends upon the development of a complex system of
+psychophysical habits. The periods in which the curve does not ascend
+represent stages of training in which the elementary habits are
+almost completely formed, but have not become sufficiently automatic.
+The attention is therefore not yet ready to start habits of a higher
+order. The lowest correlation refers to the single letters, after that
+to the syllables and words. As soon as the apprentice has reached this
+point, he stops, because he must learn to master more and more new
+words until his telegraphic vocabulary is large enough to make it
+possible for him to turn his consciousness to whole groups of words at
+once. Only when this new habit has been made automatic by a training
+of several months can he advance to a level at which whole groups of
+words are perceived as telegraphic units. A time follows in which this
+mastery of whole phrases advances rapidly, until a new period of rest
+comes, from which, only after years and often quite suddenly, a last
+new ascent can be noticed. Instead of concentrating the attention with
+conscious strain on single phrases, the operator progresses to a
+perfect liberty in which whole sentences are understood automatically.
+
+We also have a model experimental research into the psychological
+conditions of learning in the case of writing on a typewriter.[21] By
+electrical connections between the typewriting machine and a system of
+levers which registered their movements on the rotating drum of a
+kymograph, graph, each striking of a key, each completion of a word,
+or of a line, could be recorded in exact time-relations. Each glance
+at the copy was also registered. It was found that the process of
+learning consisted first of a continuous simplification of the
+cumbersome methods with which the beginner commences. A steady
+elimination of unfit movements, a selection, a reorganization, and
+finally, a combination of psychophysical acts to impulses of higher
+order, could be traced exactly. Here, too, the curve of learning at
+first rises quickly and then more and more slowly. Of course the usual
+fluctuations in the growth of the ability can also be found, and above
+all the irregular periods of rest in which the learning itself does
+not progress, for some of these so-called plateaus which lie between
+the end of one ascent and the beginning of the next may cover a month
+and more. At the beginning we have the elementary association between
+the single letter and the position of the corresponding key, but soon
+an immediate connection between the visual impression of the whole
+syllable or the whole word and the total group of movements necessary
+to strike the keys for it is developed. The more the ability grows,
+the more these psychical impulses of higher order become organized
+without conscious intention. The study shows that this development of
+higher habits has already begun before the lower habits are fully
+settled.
+
+How far the special training involves at the same time a general
+training which could be of advantage for other kinds of labor has not
+yet been studied at all with reference to industrial technique. There
+we are still completely dependent upon certain experiences in the
+field of experimental pedagogy, and upon certain statistics, for
+instance, in the textile industry. Many patient investigations, with
+every independent group of apparatus and machines, may be necessary
+before psychotechnics will be able to supply industry with reliable
+advice for teaching and learning. Nor have we the least right hastily
+to carry over the results from one group of movements to another. Even
+where superficially a certain similarity between the technical factors
+exists, the psychophysical conditions may be essentially different. In
+the two cases mentioned, for instance, telegraphing and typewriting,
+the chief factor seems the same, as in both cases the aim is to make
+the quickest possible finger movements for purposes of signals; and
+yet it is not surprising that the development of the ability from the
+beginnings to the highest mastery is rather unlike, as all the
+movements in telegraphing are performed with the same finger, while
+in typewriting the chief trait is the organization of groups from the
+impulses to all ten fingers. At least it is certain that learning
+always means far more than a mere facilitation of the movement by
+mechanical repetition, and this is true of the simplest handling of
+the tools in the workshop, of the movements at the machine in the
+factory, and of the most complex performances at the subtlest
+instruments. The chief factor in the development is always the
+organization of the impulses by which the reactions which are at first
+complicated become simplified, later mechanized, and finally
+synthesized into a higher group which becomes subordinated to one
+simple psychical impulse. The most reliable and psychophysically most
+economic means for this organization will have to be studied in the
+economic psychological laboratories of the future for every particular
+technique. Then only can the enormous waste of psychical energy
+resulting from haphazard methods be brought to an end.
+
+A problem which is still too little considered in industrial life is
+the mutual interference of acquired technical activities. If one
+connected series of movements is well trained by practice, does it
+become less firmly fixed, if another series is studied in which the
+same beginning is connected with another path of discharge? I
+approached this psychophysical question of learning by experiments
+which I carried on for a long while with variations of ordinary habits
+of daily life, asking whether a habit associated with a certain
+sensory stimulus can function automatically while dispositions for a
+different habit, previously acquired, remain in the psychophysical
+system. For instance, I was accustomed to carry my watch in my
+left-hand vest pocket. For a week I carried it in the right-hand
+pocket of my trousers and recorded every case in which I first
+automatically made the movement to the vest. After some time the
+movement to the right-hand pocket became entirely automatic. When it
+was sufficiently fixed, I again put the watch in the left-hand vest
+pocket and recorded how often I unconsciously grasped at the right
+side when I wanted to see what time it was. As soon as the vest pocket
+movement had again become fixed, I went back to the right-hand
+trousers pocket. And so I alternated for a long while, always changing
+only after reaching complete automatism. But the results in this case
+and in other similar experiments which I carried on showed that the
+new automatic connection did not extinguish the after effects of the
+previous habit. With every new change the number of wrong movements
+became smaller and smaller, and finally a point was reached at which
+the dispositions for both movements were equally developed so that no
+wrong movements occurred when the watch was put into the new
+position.[22]
+
+This problem has been followed up very recently in a valuable
+investigation at Columbia University,[23] in which various habits of
+typewriting and of card-sorting were acquired and studied in their
+mutual interference. These very careful experiments also show that
+when two opposing associations are alternately practiced, they have an
+interference effect on each other, but that the interference grows
+less and less as the practice effect becomes greater. The interference
+effect is gradually overcome and both opposing associations become
+automatic, so that either of them can be called up independently
+without the appearance of the other. Many details of the research
+suggest that this whole group of interference problems deserves the
+most careful attention by those who would practically profit from
+increased industrial efficiency.
+
+Finally, in the experimental study of the problem of technical
+learning, we cannot ignore the many side influences which may hasten
+or delay, improve or disturb, the acquisition of industrial skill. In
+the Harvard laboratory, for instance, we are at present engaged in an
+investigation which deals with the influence of feelings on the
+rapidity with which new movement cooerdinations are mastered.[24] In
+order to have unlimited comparable material a very simple technical
+performance is required, namely, the distribution of the 52
+playing-cards into 52 boxes. Labels on the boxes indicate changing
+combinations for the distribution to be learned. We examine, on the
+one side, the influence of feelings of comfort or of discomfort on the
+learning of the new habit, these feeling states being produced by
+external conditions, such as pleasant or unpleasant sounds, odors, and
+so on. On the other side we trace the effects of those feelings which
+arise during the learning process itself, such as feelings of
+satisfaction with progress, or disappointment, or discomfort, or
+disgust or joy in the activity.
+
+
+
+
+XIV
+
+THE ADJUSTMENT OF TECHNICAL TO PSYCHICAL CONDITIONS
+
+
+Teaching and learning represent only the preliminary problem. The
+fundamental question remains, after all, how the work is to be done by
+those who have learned it in accordance with the customs of the
+economic surroundings and who are accordingly already educated and
+trained for it. What can be done to eliminate everything which
+diminishes and decreases efficiency, and what remains to be done to
+reinforce it. Such influences are evidently exerted by the external
+technical conditions, by variations of the activity itself, and by the
+play of the psychical motives and counter-motives. It must seem as if
+only this last factor would belong in the realm of psychology, but the
+technical conditions, of which the machine itself is the most
+important part, and the bodily movements also have manifold relations
+to the psychical life. Only as far as these relations prevail has the
+psychologist any reason to study the problem. The purely physical and
+economic factors of technique do not interest him at all, but when a
+technical arrangement makes a psychophysical achievement more
+difficult or more easy, it belongs in the sphere of the psychologist,
+and just this aspect of the work may become of greatest importance for
+the total result. In all three of these directions, that is, with
+reference to the technical, to the physiological, and to the purely
+psychical, the scientific management movement has prepared the way.
+The engineers of scientific management recognized, at least, that no
+part of the industrial process is indifferent, even the apparently
+most trivial activity, the slightest movement of arm or hand or leg,
+became the object of their exact measurement. The stopwatch which
+measures every movement in fractions of a second has become the symbol
+of this new economic period. As long as special psychological
+experiments in the service of industrial psychology are still so
+exceptional, it may, indeed, be acknowledged that the practical
+experiments in the service of scientific management have come nearest
+to the solution of these special psychotechnical problems.
+
+To proceed from without toward the centre, we may begin our review
+with the physical technique of the working conditions and its
+relations to the mind. Tue history of technique shows on every page
+this practical adjustment of external labor conditions to the
+psychophysical necessities and psychophysical demands. No machine
+with which a human being is to work can survive in the struggle for
+technical existence, unless it is to a certain degree adapted to the
+human nerve and muscle system and to man's possibilities of
+perception, of attention, of memory, of feeling, and of will.
+Industrial technique with its restless improvements has always been
+subordinated to this postulate. Every change which made it possible
+for the workingman to secure equal effects with smaller effort or to
+secure greater or better effects with equal effort counted as an
+economic gain, which was welcome to the market. For instance,
+throughout the history of industry we find the fundamental tendency to
+transpose all activities from the great muscles to the small muscles.
+Any activity which is performed with the robust muscles of the
+shoulder when it can be done with the lower arm, or labor which is
+demanded from the muscles of the lower arm when it can just as well be
+carried out by the fingers, certainly involves a waste of
+psychophysical energy. A stronger psychophysical excitement is
+necessary in order to secure the innervation of the big muscles in the
+central nervous system. This difference in the stimulation of the
+various muscle groups has been of significant consequence for the
+differentiation of work throughout the development of mankind.[25]
+Labor with the large muscles has, for these psychophysical reasons,
+never been easily combined with the subtler training of the finer
+muscles. Hence a social organization which obliged the men to give
+their energy to war and the hunt, both, in primitive life, functions
+of the strongest muscles, made it necessary for the domestic
+activities, which are essentially functions of the small muscles, to
+be carried out by women. The whole history of the machine demonstrates
+this economic tendency to make activities dependent upon those muscles
+which presuppose the smallest psychophysical effort. It is not only
+the smaller effort which gives economic advantage to the stimulation
+of the smaller muscles, but the no less important circumstance that
+the psychophysical after-effect of their central excitement exerts
+less inhibition than the after-effect of the brain excitement for the
+big muscles.
+
+But we must not overlook another feature in the development of
+technique. The machines have been constantly transformed in the
+direction which made it possible to secure the greatest help from the
+natural cooerdination of bodily movements. The physiological
+organization and the psychophysical conditions of the nervous system
+make it necessary that the movement impulses flow over into motor side
+channels and thus produce accessory effects without any special
+effort. If a machine is so constructed that these natural accessory
+movements must be artificially and intentionally suppressed, it means,
+on the one side, a waste of available psychophysical energy, and on
+the other side it demands a useless effort in order to secure this
+inhibition. The industrial development has moved toward both the
+fructification of those side impulses and the avoidance of these
+inhibitions. It has adjusted itself practically to the natural
+psychical conditions. Ultimately it is this tendency which shaped the
+technical apparatus for the economic work until the muscle movements
+could become rhythmical. The rhythmical activity necessarily involves
+a psychophysical saving and this saving has been instinctively secured
+throughout the history of civilization. All rhythm contains a
+repetition of movement without making a real repetition of the
+psychophysical impulse necessary. In the rhythmical activity a large
+part of the first excitement still serves for the second, and the
+second for the third. Inhibitions fall away and the mere after-effect
+of each stimulus secures a great saving for the new impulse. The
+history of the machine even indicates that the newer technical
+development not only found the far-reaching division of labor already
+in the workshops of earlier centuries, but a no less far-reaching
+rhythmization of the labor in fine adaptation to the needs of the
+psychophysical organism, long before the appearance of the machines.
+The beginnings of the machine period frequently showed nothing but an
+imitation of the rhythmical movements of man.[26] To be sure, the
+later improvements of the machine have frequently destroyed that
+original rhythm of man's movement, as the movement itself, especially
+in the electric machines, has become so quick that the subjective
+rhythmical experience has been lost. Moreover, the rhythmical
+horizontal and vertical movements were for physical reasons usually
+replaced by uniform circular movements. But even the most highly
+developed machine demands human activity, for instance, for the
+supplying with material; and this again has opened new possibilities
+for the adjustment of technical mechanism to the economic demand for
+rhythmical muscle activity. The growth of technical devices has thus
+been constantly under the control of psychological demands, in spite
+of the absence of systematic psychological investigations. But the
+decisive factor was, indeed, that these psychological motives always
+remained in the subconsciousness of civilization. The improvements
+were consciously referred to the machine as such, however much the
+practical success was really influenced by the degree of its
+adjustment to the mental conditions of the workingmen. The new
+movements of scientific management and of experimental psychology aim
+toward bringing this adaptation consciously into the foreground and
+toward testing and studying systematically what technical variations
+can best suit the psychophysical status of man.
+
+Those who are familiar with the achievements of scientific management
+remember that by no means only the complicated procedures on a high
+level are in question. The successes are often the most surprising
+where the technique is old, and where it might have been imagined that
+the experiences of many centuries would have secured through mere
+common sense the most effective performance. The best-known case is
+perhaps that of the masons, which one of the leaders of the scientific
+management movement has studied in all its details.[27] The movements
+of the builders and the tools which they use were examined with
+scientific exactitude and slowly reshaped under the point of view of
+psychology and physiology. The total result was that after the new
+method 30 masons completed without greater fatigue what after the old
+methods it would have taken 100 masons to do, and that the total
+expense for the building was reduced to less than a half in spite of
+the steady increase of the wages of the laborers. For this purpose it
+was necessary that exact measurements be made of the height at which
+the bricks were lying and of the height of the wall on which they must
+be laid, and of the number of bricks which should be carried to the
+masons at once. He studied how the trowel should be shaped and how the
+mortar should be used and how the bricks should be carried to the
+bricklayers. In short, everything which usually is left to tradition,
+to caprice, and to an economy which looks out only for the most
+immediate saving, was on the basis of experiments of many years
+replaced by entirely new means and tools, where nothing was left to
+arbitrariness. Yet these changes did not demand any invention or
+physically or economically new ideas, but merely a more careful
+adaptation of the apparatus to the psychological energies of the
+masons. The new arrangement permitted a better organization of the
+necessary bodily movements, fatigue was diminished, the accessory
+movements were better fructified, fewer inhibitions were necessary, a
+better playing together of the psychical energies was secured.
+
+The students of scientific management stepped still lower in the scale
+of economic activity. There is no more ordinary productive function
+than shoveling. Yet in great establishments the shoveling of coal or
+of dirt may represent an economically very important factor. It seems
+that up to the days of scientific management, no one really looked
+carefully into the technical conditions under which the greatest
+possible economic effect might be reached. Now the act of shoveling
+was approached with the carefulness with which a scholar turns to any
+subtle process in his laboratory. The brilliant originator of the
+scientific management movement, who carried out these investigations[28]
+in the great Bethlehem Steel Works, where hundreds of laborers had to
+shovel heavy iron ore or light ashes, found that the usual chance
+methods involve an absurd economic waste. The burden was sometimes so
+heavy that rapid fatigue developed and the movements became too slow,
+or the lifted mass was so light that the larger part of the laborer's
+energies remained unused. In either case the final result of the day's
+work must be anti-economic. He therefore tested with carefully graded
+experiments what weight ensured the most favorable achievement by a
+strong healthy workingman. The aim was to find the weight which would
+secure with well-arranged pauses the maximum product in one day
+without over-fatigue. As soon as this weight was determined, a
+special set of shovels had to be constructed for every particular kind
+of material. The laborers were now obliged to operate with 10
+different kinds of shovels, each of such a size that the burden always
+remained an average of 21 pounds for any kind of material. The
+following step was an exact determination of the most favorable
+rapidity and the most perfect movement of shoveling, the best
+distribution of pauses, and so on, and the final outcome was that only
+140 men were needed where on the basis of the old plan about 500
+laborers had been engaged. The average workingman who had previously
+shoveled 16 tons of material, now managed 59 tons without greater
+fatigue. The wages were raised by two thirds and the expenses for
+shoveling a ton of material were decreased one half This calculation
+of expenses included, of course, a consideration of the increased cost
+for tools and for the salaries of the scientific managers.
+
+Whoever visits factories in which the new system has been introduced
+by real specialists must be surprised, indeed, by the great effects
+which often result from the better psychophysical adaptation of the
+simplest and apparently most indifferent tools and means. As far as
+the complicated machines are concerned, we are accustomed to a steady
+improvement by the efforts of the technicians and we notice it rather
+little if the changes in them are introduced for psychological instead
+of the usual physical reasons. But the fact that even the least
+complicated and most indifferent devices can undergo most influential
+improvements, as soon as they are seriously studied from a
+psychological point of view, remains really a source for surprise.
+Sometimes no more is needed than a change in the windows or in the
+electric lamps, by which the light can fall on the work in a
+psychologically satisfactory way; sometimes long series of experiments
+have to be made with a simple hammer or knife or table. Often
+everything must be arranged against the wishes of the workingmen, who
+feel any deviation from the accustomed conditions as a disturbance
+which is to be regarded with suspicion. In one concern I heard that
+the scientific manager became convinced that all the working-chairs
+for the women were too low and that the laborers therefore had to hold
+their arms in a psychophysically unfavorable position during the
+handling of the apparatus. All were strongly opposed to the
+introduction of higher chairs. The result was that the manager
+arranged for the chairs to be raised a few millimeters every evening,
+without the knowledge of the working-women, as soon as the factory was
+empty. After a few weeks the chairs had reached the right height
+without those engaged in the work having noticed it at all. The
+outcome was a decided increase of efficiency.
+
+But the most rational scheme will after all be to prepare for such
+arrangements of tools and apparatus by systematic experiments in the
+psychological laboratory. The subtlety of such investigations will
+lead far beyond the point which is accessible to the attempts of
+scientific management. Exact experiments on attention, for instance,
+will have to determine how the various parts of the apparatus are to
+be distributed best in space if the laborer must keep watch for
+disturbances at various places. Only the laboratory experiment can
+find the most favorable speed of the machine or can select the muscles
+to which the mind can send the most effective impulses. The
+construction of the machine must then be adapted to such results. In
+the Harvard laboratory, for instance, a practical question led us to
+examine which fingers would allow the quickest alternation of key
+movements.[29] If any two of the ten fingers perform for ten seconds
+the quickest possible alternation of motion, as in a trill, the
+experiment can demonstrate exactly the differences between the various
+combinations of fingers and the individual fluctuations for these
+differences. With an electrical registration of the movements of the
+alternating fingers we studied in hundredths of a second the time for
+the motions of two hands and of fingers of the same hand, in order to
+adjust the keys of a certain machine to the most favorable impulses.
+
+We approach this group of problems from another side when we test the
+relations of various kinds of machines to various mental types.
+Psychologists have studied, for example, the various styles of
+typewriting machines.[30] From a purely commercial point of view the
+merits of one or another machine are praised as if they were
+advantageous for every possible human being. The fact is that such
+advantages for one may be disadvantages for another on account of
+differences in the mental disposition. One man may write more quickly
+on one, another on another machine. As every one knows, the chief
+difference is that of the keyboard and that of the visible or
+invisible writing. Machines like the Remington machine work with a
+shift key; that is, a special key must be pressed when capital letters
+are to be written. Other machines like the Oliver even demand double
+shifting, one key for the capital letters, and one for the figures,
+and so on. On the other hand, machines like the Smith Premier have no
+shift key, but a double keyboard. It is evident that both the
+shift-key arrangement and the double keyboard have their particular
+psychological advantages.
+
+The single alphabet demands much less from the optical memory, and the
+corresponding motor inner attitude of consciousness is adjusted to a
+smaller number of possibilities. But the pressure on the shift key,
+which goes with the single alphabet, is not only a time-wasting act;
+from the psychological point of view it is first of all a very strong
+interruption of the uniform chain of impulses. If the capital and
+small letters are written for a minute alternatingly with the greatest
+possible speed, the experiment shows that the number of letters for
+the machine with the double alphabet is about three times greater than
+for the machine with simple alphabet and shift key. Both systems
+accordingly have their psychological advantages and disadvantages.
+Human beings of distinct visual ideational type or of highly developed
+motor type will prefer the double alphabet, provided, of course, that
+the touch system of writing is learned, and this will be especially
+true if their inner attitude is easily disturbed by interruptions. But
+those who have a feebly developed optical mental centre and who have
+small ability for the development of complex motor habits will be more
+efficient on the machines with the single alphabet, especially if
+their nervous system is little molested by interruptions and thus
+undisturbed by the intrusion of the shift key act.
+
+In a similar way the visibility of the writing will be for certain
+individuals the most valuable condition for quick writing, while for
+others, who depend less upon visual support, it may mean rather a
+distraction and an interference with the speediest work. The visible
+writing attracts the involuntary attention, and thus forces
+consciousness to stick to that which has been written instead of being
+concentrated on that which is to be produced by the next writing
+movements. The operator himself is not aware of this hindrance. On the
+contrary, the public will always be inclined to prefer the typewriters
+with visible writing, because by a natural confusion the feeling
+arises that the production of the letter is somewhat facilitated, when
+the eye is cooeperating, just as in writing with a pen we follow the
+lines of the written letter. But the situation lies differently in the
+two cases. When we are writing with a pen, the letter grows under our
+eyes, while in the machine writing we do not see any part of the
+letter until the whole movement which produces the single letter is
+finished. By such a misleading analogy many a man is led to prefer the
+typewriter with visible writing, while he would probably secure a
+greater speed with a machine which does not tempt him to attend the
+completed letters, while his entire attention ought to belong to the
+following letters.
+
+These last observations point to another psychological aspect of the
+machine and of the whole technical work, namely, their relations to
+the impressions of the senses. The so-called dynamogenic experiments
+of the psychological laboratory have demonstrated what a manifold
+influence flows from the sense-impressions to the will-impulses. If
+the muscle contraction of a man's fist is measured, the experiment
+shows that the strongest possible pressure may be very different when
+the visual field appears in different colors, or tones of different
+pitch or different noises are stimulating the ear, and so on. As yet
+no systematic experiments exist by which such results can be brought
+into relation to the sense-stimuli which reach the laborer during his
+technical work. The psychophysical effect of colors and noises has not
+been fructified at all for industrial purposes. The mere subjective
+judgment of the workingman himself cannot be acknowledged as reliable
+in such questions. The laborer, for instance, usually believes that a
+noise to which he has become accustomed does not disturb him in his
+work, while experimental results point strongly to the contrary. In a
+similar way the effect of colored windows may appear indifferent to
+the workmen, and yet may have considerable influence on his
+efficiency. Numberless performances in the factory are reactions on
+certain optical or acoustical or tactual signals. Both the engineer
+and the workman are satisfied if such a signal is clearly perceivable.
+The psychological laboratory experiment, however, shows that the whole
+psychophysical effect depends upon the character of the signal; a more
+intense light, a quicker change, a higher tone, a larger field of
+light, a louder noise, or a harder touch may produce a very different
+kind of reaction.
+
+With a careful time-measurement of the motions, it can often be
+directly traced how purely technical processes in the machine itself
+influence and control the whole psychical system of impulses in the
+man. I observed, in a factory, for instance, the work at a machine
+which performed most of its functions automatically. It had to hammer
+fine grooves into small metal plates. A young laborer stood before
+every such machine, took from a pile, alternately from the right and
+from the left, the little plates to be serrated, placed them in the
+machine, turned a lever to bring the hammer into motion, and then
+removed the serrated plates. The speed of the work was dependent upon
+the operative, as he determined by his lever movement the instant at
+which the automatic serrating hammer should be released. The man's
+activity demanded 9 independent movements. I found that those who
+worked the most quickly were able to carry out this labor for hours at
+a uniform rapidity of 4 to 4-1/2 second for those 9 movements. But the
+time-measurement showed that even these fastest workers were
+relatively slow in the first 5 movements which they made while the
+machine stood quiet, and that they reached an astonishing quickness of
+movement in the 4 last actions during which at the same time the
+serrating hammer in bewildering rapidity was beating on the plate with
+sharp loud cracks. The hammer reinforced the energy of the young
+laborers to an effectiveness which could never have been attained by
+mere voluntary effort.
+
+Often the simplicity or complication of the stimulus may be decisive
+in importance, and this also holds true where the most elementary
+reactions are involved, for instance, the mere act of counting which
+enters into many industrial functions. Experiments carried on in my
+laboratory[31] have shown that the time needed to count a certain
+number of units becomes longer as soon as the units themselves become
+more complicated. Their inner manifoldness exerts a retarding
+influence on the eye as it moves from one figure to another. A certain
+psychical inhibition arises; the mind is held back by the complexity
+of the impression and cannot proceed quickly enough to the next.
+Psychologically no less important is the demand that the external
+technical conditions so far as they influence consciousness, should
+remain as far as possible the same, if the same psychical effect is
+desired, because then only can a perfectly firm connection between
+stimulus and movement be formed. In technical life this demand is much
+sinned against. A typical case is that of the signals for which the
+engineer on the locomotive has to watch. In the daytime the movable
+arms of the semaphore indicate by their horizontal, oblique, or
+vertical position whether the tracks are clear. At night-time, on the
+other hand, the same information reaches him by the different colors
+of the signal lanterns. From a psychical point of view it is probable
+that the safety of the service would be increased if an unchangeable
+connection between signal and movement were formed. It would be
+sufficient for that purpose if the color signals at night were given
+up and were replaced by horizontal, oblique, or vertical lines of
+white light or rows of points. Successful experiments of this kind
+have been carried on by psychologists in the service of this railroad
+problem.[32]
+
+The interest in all these problems of large concerns, in
+transportation and factory work and complex industries, ought not to
+make us overlook the fact that on principle the same problems can be
+found in the simplest industrial establishment. Even the housewife or
+the cook destroys economic values if daily she has to spend useless
+minutes or hours on account of arrangements in the household which are
+badly adjusted to the psychological conditions. She sacrifices her
+energy in vain and she wastes her means where she herself is under the
+illusion of especial economy. Scientific management would perhaps be
+nowhere so wholesome as in kitchen and pantry, in laundry and cellar,
+just because here the saving would be multiplied millionfold and the
+final sum of energy saved and of feeling values gained would be
+enormous, even if it could not be calculated with the exactitude with
+which the savings of a factory budget can be proven. The profusion of
+small attractive devices which automatically perform the economic
+household labor and disburden the human workers must not hide the fact
+that the chief activities are still little adjusted to the
+psychophysical conditions. The situation is similar to that of the
+masons, whose function has also been performed for thousands of years,
+and yet which did not find a real adaptation to the psychical factors
+until a systematic time-measuring study was introduced. A manufacturer
+who sells an improved pan or mixing-spoon or broom expects success if
+he brings to the market something the merits of which are evident and
+make the housewife anticipate a decrease of work or a simplification
+of work, but the development of scientific management has shown
+clearly that the most important improvements are just those which are
+deduced from scientific researches, without at first giving
+satisfaction to the laborers themselves, until a new habit has been
+formed.
+
+Perhaps the most frequent technical activity of this simple kind is
+sewing by hand, which is still entirely left to the traditions of
+common sense, and yet which is evidently dependent upon the interplay
+of many psychical factors which demand a subtle adaptation to the
+psychical conditions. To approach, at least, this field of human labor
+a careful investigation of the psychophysics of sewing has been
+started in my laboratory.[33] The sewing work is done, with the left
+hand supported, and the right hand connected with a system of levers
+which make a graphic record of every movement on the smoked surface of
+a revolving drum. For instance, we begin with simple over and over
+stitches, measuring the time and the character of the right hand
+movements for 50 stitches under a variety of technical conditions. The
+first variation refers to the length of the thread. The thread itself,
+fixed at the needle's eye, varied between 3 feet and 6 inches in
+length. Other changes refer to the voluntary speed, to the number of
+stitches, to fatigue, to external stimuli, to attention, to methods of
+training, and so on, but the chief interest remains centred on the
+psychical factors. We are still too much at the beginning already to
+foresee whether it will be possible to draw from these psychophysical
+experiments helpful conclusions. The four young women engaged in this
+laboratory research will later extend it to the psychological
+conditions of work with the various types of sewing-machines.
+
+
+
+
+XV
+
+THE ECONOMY OF MOVEMENT
+
+
+The study of the technical aspect of labor can nowhere be separated by
+a sharp demarcation line from the study of the labor itself as a
+function of the individual organism. Many problems, indeed, extend in
+both directions. The student of industrial efficiency is, for
+instance, constantly led to the question of fatigue. He may consider
+this fatigue as a function of brain and muscle activity and discuss it
+with reference to the psychophysical effort, but he is equally
+interested in the question of how far the apparatus or the machine or
+the accessory conditions of the work might be changed in order to
+avoid fatigue. The accidents of the electric street railways were
+regarded as partly related to fatigue. The problem was accordingly how
+to shorten the working time of the motormen in the interest of the
+public, but it was soon recognized that the difficulty might also be
+approached from the mere technical side. Some companies introduced
+seats which the motormen can use whenever they feel fatigue coming and
+excellent results have followed this innovation. In our last
+discussions the technical apparatus stood in the foreground. We may
+now consider as our real topic the psychophysical activity.
+
+Here, too, the leaders of scientific management have secured some
+signal successes. Their chief effort in this field was directed toward
+the greatest possible achievement by eliminating all superfluous
+movements and by training in those movement combinations which were
+recognized as the most serviceable ones. We may return to the case of
+the masons in order to clear up the principle. When Gilbreth began to
+reform the labor of the mason after scientific principles, he gave his
+chief interest to the men's motions. Every muscle contraction which
+was needed to move the brick from the pile in the yard to the final
+position in the wall was measured with reference to space-and
+time-relations and the necessary effort. From here he turned to the
+application of well-known psychophysical principles. A movement is
+less fatiguing and therefore economically most profitable if it occurs
+in a direction in which the greatest possible use of gravitation can
+be made If both hands have to act at the same time, the labor can be
+carried out most quickly and with the smallest effort if corresponding
+muscle groups are at work and this means if symmetrical movements are
+performed. If unequal movements have to be made simultaneously, the
+effort will become smaller if they are psychically bound together by a
+common unified impulse. The distance which has to be overcome by
+hands, arms, or feet must be brought to a minimum for each partial
+movement. Most important, however, is this rule. If a definite
+combination of movements has been determined as economically most
+suitable, this method must be applied without any exception from the
+beginning of the learning. The point is to train from the start those
+impulse combinations which can slowly lead to the quickest and best
+work. The usual method is the opposite. Generally the beginner learns
+to produce from the beginning work which is as good and correct as
+possible. In order to produce such qualitatively good results at an
+early stage, it is left to him to choose any groups of movements which
+happen to be convenient to him. Then these become habitual, and as
+soon as he tries to go on to quicker work, these chance habits hinder
+him in his progress. The movements which may be best suited for fair
+production by a beginner may be entirely unsuited for really quick
+work, such as would be expected from an experienced man. The laborer
+must replace the first habits which he has learned by a new set,
+instead of starting in the first place with motions which can be
+continued until the highest point of efficiency has been reached,
+even if this involves rather a poor showing at the beginning. A final
+maximum rapidity must be secured from the start by the choice of those
+motions which have been standardized by careful experiments.
+
+It is also psychophysically important to demand that the movements
+shall not be suddenly stopped, if that can be avoided. Any
+interruption of a movement presupposes a special effort of the will
+which absorbs energy, and after the interruption a new start must be
+made of which the same is true. On the other hand, if chains of
+movements become habitual, the psychophysical effort will be reduced
+to the minimum, inasmuch as each movement finds its natural end and is
+not artificially interrupted by will, and at the same time each
+movement itself becomes a stimulus for the next movement by its
+accompanying sensations. The traditional method, for instance, demands
+that a brick be lifted with one hand and a trowel with mortar by the
+other hand. After that the lifting movement is interrupted, the brick
+comes to rest in the hand of the mason until the mortar has been
+spread on and the place prepared for the new brick. Then only begins a
+new action with the brick. This method was fundamentally changed. The
+laborers learned to swing the brick with one hand from the pack to
+the wall and at the same time to distribute the mortar over the next
+brick with the other hand. This whole complex movement is of course
+more difficult and demands a somewhat longer period of learning, but
+as soon as it is learned an extreme saving of psychophysical energy
+and a correspondingly great economic gain is secured. The newly
+trained masons are not even allowed to gather up with the trowel any
+mortar which falls to the floor, because it was found that the loss of
+mortar is economically less important than the waste of psychophysical
+energy in bending down.
+
+Whoever has once schooled his eye to observe the limitless waste of
+human motions and psychophysical efforts in social life has really no
+difficulty in perceiving all this at every step. This ability to
+recognize possible savings of impulse may be brought to a certain
+virtuosity. Gilbreth, one of the leaders of the new movement, seems to
+be such a virtuoso. When he was in London, there was pointed out to
+him in the Japanese British Exhibition a young girl who worked so
+quickly that there at least he would find a rhythm of finger movement
+which could not any further be improved. In an exhibition booth the
+woman attached advertisement labels to boxes with phenomenal rapidity.
+Gilbreth watched her for a little while and found that she was able
+to manage 24 boxes in 40 seconds. Then he told the young girl that she
+was doing it wrongly, and that she ought to try a new way which he
+showed her. At the first attempt, she disposed of 24 boxes in 26
+seconds and at the second trial in 20 seconds. She did not have to
+make more effort for it, but simply had fewer movements to make. If
+such economic gain can be secured with little exertion in the simplest
+processes, it cannot be surprising that in the case of more complex
+and more advanced technical work which involves highly skilled labor,
+a careful psychophysical study of motions must bring far-reaching
+economic improvements.
+
+Yet the more important steps will have to be guided by special
+experimental investigations, and here the psychological laboratory
+must undertake the elaboration of the details. Only the systematic
+experiment can determine what impulses can be released at the least
+expense of energy and with the greatest exactitude of the motor
+effect. Investigations on the psychophysics of movement and the
+influences which lead toward making the movement too large or too
+small have played an important role in the psychological laboratories
+for several decades. It was recognized early that the mistakes which
+are made in reproducing a movement may spring from two different
+sources. They result partly from an erroneous perception or memory of
+the movement carried out, and partly from the inability to realize the
+movement intention. One series of investigations was accordingly
+devoted to the studies of those sensations and perceptions by which we
+become aware of the actual movement. Everything which accentuates
+these sensations must lead to an overestimation of the motion, and the
+outcome is that the movement is made too small. The concentration of
+attention, therefore, has the effect of reducing the actual motion,
+and the same influence must result from any resistance which is not
+recognized as such and hence is not subtracted in the judgment of the
+perceiver. Another series of researches was concerned with the inner
+attitude which causes a certain external movement effect and which may
+lead to an unintended amount of movement as soon as the weight to be
+lifted is erroneously judged upon. Closely related studies, finally,
+deal with a mistake which enters when the movement is reproduced from
+memory after a certain time. The exactitude of a simple arm movement
+seems to increase in the first ten seconds, then rapidly to decrease.
+The emotional attitude, too, is of importance for the reproduction of
+a movement. I trained myself in making definite extensor and flexor
+movements of the arm until I was able to reproduce them under normal
+conditions with great exactitude. In experiments extending over many
+months, which were carried on through the changing emotional attitudes
+of daily life, the exact measurement showed that both groups of
+movements became too large in states of excitement and too small in
+states of fatigue. But in a state of satisfaction and joy the extensor
+movement became too large, the flexor movement too small, and _vice
+versa_, in unpleasant emotional states the flexor movement was too
+strong and the extensor movement too weak.[34]
+
+We have a very careful investigation into the relations between
+rapidity of movement and exactitude.[35] The subjects had to perform a
+hand movement simultaneously with the beat of a metronome, the beats
+of which varied between 20 and 200 in the minute. In general the
+accuracy of the movement decreases as the rapidity increases, but the
+descent is not uniform. Motions in the rhythm of 40 to the minute were
+on the whole just as exact as those in the rhythm of 20, and, on the
+other hand movements in the rhythm of 200 almost as accurate as those
+of 140 to the minute. Thus we have a lower limit below which decrease
+of rapidity does not increase the accuracy any further, and an upper
+limit beyond which a further increase of rapidity brings no
+additional deterioration. The mistakes of the unskilled left hand
+increase still more rapidly than the number of movements. If the eyes
+are closed, the rapid movements are usually too long and the slow ones
+too short.
+
+An investigation in the Harvard laboratory varied this problem in a
+direction which brings it still nearer to technical conditions of
+industry. Our central question was whether the greatest exactitude of
+rhythmical movement is secured at the same rapidity for different
+muscle groups.[36] We studied especially rhythmical movements of hand,
+foot, arm, and head, and studied them, moreover, under various
+conditions of resistance. The result from 340,000 measured movements
+was the demonstration that every muscle group has its own optimum of
+rapidity for the greatest possible accuracy and that the complexity of
+the movement and the resistance which it finds has most significant
+influence on the exactitude of the rhythmical achievement. If we
+abstract at first from the fluctuations around the average value of a
+particular group of movements and consider only this average itself in
+its relation to the starting movement which it is meant to imitate, we
+find characteristic tendencies toward enlargement or reduction
+dependent upon the rapidity. The right foot, for instance, remained
+nearest to the original movement at a rapidity of 80 motions in the
+minute, while the head did the same at about 20. For a hand movement
+of 14 centimeters, the most favorable rapidity was 120 repetitions in
+the minute, while for a hand movement of 1 centimeter the average
+remained nearest to the standard at about 40 repetitions. The mean
+variation from time average is the smallest for the left foot at 20 to
+30 movements, for the right at 160 to 180, for the head at 40, for the
+larger hand movement at 180, and so on. Investigations of this kind
+have so far not affected industrial life in the least, but it seems
+hardly doubtful that a systematic study of the movements necessary for
+economic work will have to pass through such strictly experimental
+phases. The essential point, however, will be for the managers of the
+industrial concerns and the psychological laboratory workers really to
+come nearer to each other from the start and undertake the work in
+common, not in the sense that the laboratory is to emigrate to the
+factory, but in the better sense that definite questions which grow
+out of the industrial life be submitted to the scientific
+investigation of the psychologists.
+
+
+
+
+XVI
+
+EXPERIMENTS ON THE PROBLEM OF MONOTONY
+
+
+The systematic organization of movements with most careful regard to
+the psychophysical conditions appeared to us the most momentous aid
+toward the heightening of efficiency. But even if the superfluous,
+unfit, and interfering movement impulses were eliminated and the
+conditions of work completely adjusted to the demands of psychology,
+there would still remain a large number of possibilities through which
+productiveness might be greatly decreased, or at least kept far below
+the possible maximum of efficiency. For instance, even the best
+adapted labor might be repeated to the point of exhaustion, at which
+the workman and the work would be ruined. Fatigue and restoration
+accordingly demand especial consideration. In a similar way emotions
+may be conditions of stimulation or interference, and no one ought to
+underestimate the importance of higher motives, intellectual,
+aesthetic, and moral motives, in their bearing on the psychophysical
+impulses of the laborer. If these higher demands are satisfied, the
+whole system gains a new tonus, and if they are disappointed, the
+irritation of the mental machinery may do more harm than any break in
+the physical machine at which the man is working. In short, we must
+still look in various directions to become aware of all the relations
+between the psychological factors and the economic output. We may
+begin with one question which plays a large, perhaps too large, role
+in the economic and especially in the popular economic literature. I
+refer to the problem of monotony of labor.
+
+In the discourses of our time on the lights and shades of our modern
+industrial life, all seem to agree that the monotony of industrial
+labor ought to be entered on the debit side of the ledger of
+civilization. Since the days when factories began to spring up, the
+accusation that through the process of division of labor the
+industrial workingman no longer has any chance to see a whole product,
+but that he has to devote himself to the minutest part of a part, has
+remained one of the matter-of-course arguments. The part of a part
+which he has to cut or polish or shape in endless repetition without
+alteration cannot awake any real interest. This complete division of
+labor has to-day certainly gone far beyond anything which Adam Smith
+described, and therefore it now appears undeniable that the method
+must create a mental starvation which presses down the whole life of
+the laborer, deprives it of all joy in work, and makes the factory
+scheme a necessary but from the standpoint of psychology decidedly
+regrettable evil. I have become more and more convinced that the
+scientific psychologist is not obliged to endorse this judgment of
+popular psychology.
+
+To be sure the problem of division of labor, as it appears in the
+subdivision of manufacture, is intimately connected with many other
+related questions. It quickly leads to the much larger question of
+division of labor in our general social structure, which is necessary
+for our social life with its vocational and professional demands, and
+which undoubtedly narrows to a certain degree every individual in the
+completeness of his human desires. No man in modern society can devote
+himself to everything for which his mind may long. But as a matter of
+course these large general problems of civilization lie outside of the
+realm of our present inquiry. In another direction the problem of
+monotony comes very near to the question of fatigue. But we must see
+clearly that these two questions are not identical and that we may
+discuss monotony here without arguing the problem of fatigue. The
+frequent repetition of the same movement or of the same mental
+activity certainly may condition an objective fatigue, which may
+interfere with the economic output, but this is not the real meaning
+of the problem of monotony. About fatigue we shall speak later. Here
+we are concerned exclusively with that particular psychological
+attitude which we know as subjective dislike of uniformity and lack of
+change in the work. Within these limits the question of monotony is,
+indeed, frequently misunderstood in its economic significance.
+
+Let us not forget that the outsider can hardly ever judge when work
+offers or does not offer inner manifoldness. If we do not know and
+really understand the subject, we are entirely unable to discriminate
+the subtler inner differences. The shepherd knows every sheep, though
+the passer-by has the impression that they all look alike. This
+inability to recognize the differences which the man at work feels
+distinctly shows itself even in the most complicated activities. The
+naturalist is inclined to fancy that the study of a philologist must
+be endlessly monotonous, and the philologist is convinced that it must
+be utterly tiresome to devote one's self a life lone to some minute
+questions of natural science. Only when one stands in the midst of the
+work is he aware of its unlimited manifoldness, and feels how every
+single case is somehow different from every other.
+
+In the situation of the industrial workman, the attention may be
+directed toward some small differences which can only be recognized
+after long familiarity with the particular field. Certainly this field
+is small, as every workman must specialize, but whether he
+manufactures a whole machine, or only a little wheel, makes no
+essential difference in the attitude. The attraction of newness is
+quickly lost also in the case of the most complicated machine. On the
+other hand, the fact that such a machine has an independent function
+does not give an independent attraction to the work. Or we might
+rather say, as far as the work on a whole machine is of independent
+value, the work of perfecting the little wheel is an independent task
+also and offers equal value by its own possibilities. Whoever has
+recognized the finest variations among the single little wheels and
+has become aware of how they are produced sometimes better, sometimes
+worse, sometimes more quickly, sometimes more slowly, becomes as much
+interested in the perfecting of the minute part as another man in the
+manufacture of the complex machine. It is true that the laborer does
+not feel interest in the little wheel itself, but in the production of
+the wheel. Every new movement necessary for it has a perfectly new
+chance and stands in new relations, which have nothing to do with the
+repetition. As a matter of course this interest in the always new best
+possible method of production is still strongly increased where
+piece-wages are introduced. The laborer knows that the amount of his
+earning depends upon the rapidity with which he finishes faultless
+products. Under this stimulus he is in a continuous race with himself,
+and thus has every reason to prefer the externally uniform and
+therefore perfectly familiar work to another kind which may bring
+alternation, but which also brings ever new demands.
+
+For a long while I have tried to discover in every large factory which
+I have visited the particular job which from the standpoint of the
+outsider presents itself as the most tiresome possible. As soon as I
+found it, I had a full frank talk with the man or woman who performed
+it and earnestly tried to get self-observational comment. My chief aim
+was to bring out how far the mere repetition, especially when it is
+continued through years, is felt as a source of discomfort. I may
+again point to a few chance illustrations. In an electrical factory
+with many thousands of employees I gained the impression that the
+prize for monotonous work belonged to a woman who packs incandescent
+lamps in tissue paper. She wraps them from morning until night, from
+the first day of the year to the last, and has been doing that for
+the last 12 years. She performs this packing process at an average
+rate of 13,000 lamps a day. The woman has reached about 50,000,000
+times for the next lamp with one hand and with the other to the little
+pile of tissue sheets and then performed the packing. Each lamp
+demands about 20 finger movements. As long as I watched her, she was
+able to pack 25 lamps in 42 seconds, and only a few times did she need
+as many as 44 seconds. Every 25 lamps filled a box, and the closing of
+the box required a short time for itself. She evidently took pleasure
+in expressing herself fully about her occupation. She assured me that
+she found the work really interesting, and that she constantly felt an
+inner tension, thinking how many boxes she would be able to fill
+before the next pause. Above all, she told me that there is continuous
+variation. Sometimes she grasps the lamp or paper in a different way,
+sometimes the packing itself does not run smoothly, sometimes she
+feels fresher, sometimes less in the mood for the work, and there is
+always something to observe and something to think about.
+
+This was the trend which I usually found. In some large machine works
+I sought for a long time before I found the type of labor which seemed
+to me the most monotonous. I finally settled on a man who was feeding
+an automatic machine which was cutting holes in metal strips and who
+simply had to push the strips slowly forward; only when the strip did
+not reach exactly the right place, he could stop the automatic machine
+by a lever. He made about 34,000 uniform movements daily and had been
+doing that for the past 14 years. But he gave me the same account,
+that the work was interesting and stimulating, while he himself made
+the impression of an intelligent workingman. At the beginning, he
+reported, the work had sometimes been quite fatiguing, but later he
+began to like it more and more. I imagined that this meant that at
+first he had to do the work with full attention and that the complex
+movement had slowly become automatic, allowing him to perform it like
+a reflex movement and to turn his thoughts to other things. But he
+explained to me in full detail that this was not the case, that he
+still feels obliged to devote his thoughts entirely to the work at
+hand, and that he is able only under these conditions to bring in the
+daily wage which he needs for his family, as he is paid for every
+thousand holes. But he added especially that it is not only the wage
+which satisfies him, but that he takes decided pleasure in the
+activity itself.
+
+On the other hand, I not seldom found wage-earners, both men and
+women, who seemed to have really interesting and varied activities and
+who nevertheless complained bitterly over the monotonous, tiresome
+factory labor. I became more and more convinced that the feeling of
+monotony depends much less upon the particular kind of work than upon
+the special disposition of the individual. It cannot be denied that
+the same contrast exists in the higher classes of work. We find
+school-teachers who constantly complain that it is intolerably
+monotonous to go on teaching immature children the rudiments of
+knowledge, while other teachers with exactly the same task before them
+are daily inspired anew by the manifoldness of life in the classroom.
+We find physicians who complain that one case in their practice is
+like another, and judges who despair because they always have to deal
+with the same petty cases, while other judges and physicians feel
+clearly that every case offers something new and that the repetition
+as such is neither conspicuous nor disagreeable. We find actors who
+feel it a torture to play the same role every evening for several
+weeks, and there are actors who, as one of the most famous actresses
+assured me after the four hundredth performance of her star role,
+repeat their parts many hundred times with undiminished interest,
+because they feel that they are always speaking to new audiences. It
+seems not impossible that this individual difference might be
+connected with deeper-lying psychophysical conditions. I approached
+the question, to be sure, with a preconceived theory. I fancied that
+certain persons had a finer, subtler sense for differences than others
+and that they would recognize a manifoldness of variations where the
+others would see only uniformity. In that I silently presupposed that
+the perception of the uniformity must be something disturbing and
+disagreeable and the recognition of variations something which
+stimulates the mind pleasantly. But when I came to examine the
+question experimentally, I became convinced that such a hypothesis is
+erroneous, and if I interpret the results correctly, I should say that
+practically the opposite relation exists. Those who recognize the
+uniformities readily are not the ones who are disturbed by them.
+
+I proceeded in the following way. To make use of a large number of
+subjects accustomed to intelligent self-observation, I made the first
+series of experiments with the regular students in my psychology
+lecture course in Harvard University. Last winter I had more than four
+hundred men students in psychology who all took part in that
+introductory series. The task which I put before them in a number of
+variations was this: I used lists of words of which half, or one more
+or less than half, belonged to one single conceptional group. There
+were names of flowers, or cities, or poets, or parts of the body, or
+wild animals, and so on. The remaining words of the list, on the other
+hand, were without inner connection and without similarity. The
+similar and the dissimilar words were mixed. The subjects listened to
+such a list of words and then had to decide without counting from the
+mere impression whether the similar words were more or equally or less
+numerous than the dissimilar words. In other experiments the
+arrangement was that two different lists were read and that in the two
+lists a larger or smaller number of words were repeated from the first
+list. Here, too, the subjects had to decide from the mere impression
+whether the repeated words were in the majority or not. In every
+experiment the judgment referred to those words which belonged to the
+same group and which were in this sense uniform, or to the repeated
+words, and it had to be stated with reference to them whether their
+number was larger, equal to, or smaller than the different words. If
+all replies had been correct, the judgment would have been 40 per cent
+equal, 30 per cent smaller, and 30 per cent larger, as they were
+arranged in perfect symmetry. As soon as I had the results from the
+students, we figured out for every one what number he judged equal,
+smaller, or greater. Then we divided the equal judgments by 2 and
+added half of them to the larger and half to the smaller judgments. In
+this way we were enabled by one figure to characterize the whole
+tendency of the individual. We found that in the whole student body
+there was a tendency to underestimate the number of the similar or of
+the repeated words. The majority of my students had a stronger
+impression from the varying objects than from those which were in a
+certain sense equal. Yet this tendency appeared in very different
+degrees and for about a fourth of the participants the opposite
+tendency prevailed. They received a stronger impression from the
+uniform ideas.
+
+I had coupled with these experimental tests a series of questions, and
+had asked every subject to express with fullest possible self-analysis
+his practical attitude to monotony in life. Every one had to give an
+account whether in the small habits of life he liked variety or
+uniform repetition. He was asked especially as to his preferences for
+or against uniformity in the daily meals, daily walks, and so on.
+Furthermore he had to report how far he is inclined to stick to one
+kind of work or to alternate his work, how far he welcomes the idea
+that vocational work may bring repetition, and so on. And finally I
+tried to bring the results of these self-observations into relation
+with the results of those experiments. It was here that the opposite
+of the hypothesis which I had presupposed suggested itself to me with
+surprising force. I found that just the ones who perceive the
+repetition least hate it most, and that those who have a strong
+perception of the uniform impressions and who overestimate their
+number are the ones who on the whole welcome repetition in life.
+
+As soon as I had reached this first experimental result, I began to
+see how it might harmonize with known psychological facts. Some years
+ago a Hungarian psychologist[37] showed by interesting experiments
+that if a series of figures is exposed to the eye for a short fraction
+of a second, equal digits are seen only once, and he came to the
+conclusion that equal impressions in such a series inhibit each other.
+In the Harvard laboratory we varied these experiments by eliminating
+the spatial separation of those numbers. In our experiments the digits
+did not stand side by side, but followed one another very quickly in
+the same place.[38] Similar experiments we made with colors and so on.
+Here, too, we found that quickly succeeding equal or very similar
+impressions have a tendency to inhibit each other or to fuse with
+each other. Where such an inhibition occurs, we probably ought to
+suppose that the perception of the first impression exhausts the
+psychical disposition for this particular mental experience. The
+psychophysical apparatus becomes for a moment unable to arouse the
+same impression once more.
+
+The above described new experiments suggest to me that this inhibition
+of equal or similar impressions is found unequally developed in
+different individuals. They possess a different tendency to temporary
+exhaustion of psychophysical dispositions. There are evidently persons
+who after they have received an impression are unable immediately to
+seize the same impression again. Their attention and their whole inner
+attitude fails. But there are evidently other persons for whom, on the
+contrary, the experience of an impression is a kind of inner
+preparation for arousing the same or a similar impression. In their
+case the psychophysical dispositions become stimulated and excited,
+and therefore favor the repetition. If, as in our experiments, the
+task is simply to judge the existence of equal or similar impressions
+without any strain of attention, the one group of persons must
+underestimate the number of the equal impressions because many words
+are simply inhibited in their minds and remain neglected, the other
+groups of persons must from their mental dispositions overestimate the
+number of similar words. From here we have to take one step more. If
+these two groups of persons have to perform a task in which it is
+necessary that not a single member of a series of repetitions be
+overlooked, it is clear that the two groups must react in a very
+different way. Now a perfect perception of every single member is
+forced on them. Those who grasp equal impressions easily, and who are
+prepared beforehand for every new repetition by their inner
+dispositions, will follow the series without strain and will
+experience the repetition itself with true satisfaction. On the other
+hand, those in whom every impression inhibits the readiness to receive
+a repetition, and whose inner energy for the same experience is
+exhausted, must feel it as a painful and fatiguing effort if they are
+obliged to turn their attention to one member after another in a
+uniform series. This mental torture is evidently the displeasure which
+such individuals call the dislike of monotony in their work. Whether
+this theoretical view is correct, we have to determine by future
+studies. In our Harvard laboratory we have now proceeded from such
+preparatory mass experiments to subtle investigations on a small
+number of persons well trained in psychological self-observation with
+whom the conditions of the experiment can be varied in many
+directions.[39]
+
+It would seem probable that such experiments might also win
+psychotechnical significance. A short series of tests which would have
+to be adapted to the special situations, and which for the simple
+wage-earner would have to be much easier than those sketched above,
+would allow it to be determined beforehand whether an individual will
+suffer from repetition in work. Even if we abstract from arguments of
+social reform and consider exclusively the economic significance, it
+must seem important that labor which involves much repetition be
+performed by men and women whose mental dispositions favor an easy
+grasp of successive uniform impressions. Experimentation could secure
+the selection of the fit workmen and the complaint of monotony would
+disappear. The same selection could be useful in the opposite
+direction, as many economic occupations, especially in our time of
+automatic machines, demand a quick and often rhythmical transition
+from one activity to another. It is evident that those whose natural
+dispositions make every mental excitement a preparation not for the
+identical but for the contrasting stimulation will be naturally
+equipped for this kind of economic tasks.
+
+
+
+
+XVII
+
+ATTENTION AND FATIGUE
+
+
+The problem of monotony may lead us on to other conditions through
+which attention is hindered and the product of labor thereby
+decreased. The psychologist naturally first thinks of external
+distractions of attention. If he turns to practical studies of the
+actual economic life, he is often decidedly surprised to find how
+little regard is given to this psychophysical factor. In industrial
+establishments in which the smallest disturbance in the machine is at
+once remedied by a mechanic in order that the greatest possible
+economic effect may be secured, frequently nobody takes any interest
+in the most destructive disturbances which unnecessarily occur in the
+subtlest part of the factory mechanism, namely, the attention
+apparatus of the laborers. Such an interference with attention must,
+for instance, be recognized when the workingman, instead of devoting
+himself to one complex function, has to carry out secondary movements
+which appear to be quite easily performed and not to hinder him in his
+chief task. Often his own feeling may endorse this impression. Of
+course the individual differences in this direction are very great.
+The faculty of carrying on at the same time various independent
+functions is unequally distributed and the experiment can show this
+clearly. It is also well known from practical life that some men can
+easily go on dictating to a stenographer while they are affixing their
+signature to several hundred circular letters, or can continue their
+fluent lecture while they are performing experimental demonstrations.
+With others such a side activity continually interrupts the chief
+function. Then some succeed better than others in securing a certain
+automatism of the accessory function to such a point that its special
+acts do not come to consciousness at all. For example, I watched a
+laborer who was constantly engaged in a complicated technical
+performance, and he seemed to give to it his full attention.
+Nevertheless he succeeded in moving a lever on an automatic machine
+which stood near by whenever a certain wheel had made fifty
+revolutions. During all his work he kept counting the revolutions
+without being conscious of any idea of number. A system of motor
+reactions had become organized which remained below the threshold of
+consciousness and which produced only at the fiftieth recurrence the
+conscious psychical impulse to perform the lever movement. Yet whether
+the talent for such simultaneous mastery of independent functions be
+greater or smaller and the demand more or less complex, in every case
+the principal action must be hampered by the side issue. To be sure,
+it may sometimes be economically more profitable to allow the
+hindrance to the chief work in order to save the expense of an extra
+man to do the side work. In most cases, however, such a consideration
+is not involved; it is simply an ignoring of the psychological
+situation. As the accessory work seems easy, its hindering influence
+on other functions is practically overlooked. Psychological laboratory
+experiments have shown in many different directions that simultaneous
+independent activities always disturb and inhibit one another.
+
+We must not forget that even the conversations of the laborers belong
+in this psychophysical class. Where a continuous strain of attention
+has produced a state of fatigue, a short conversation will bring a
+certain relief and relaxation, and the words which the speaker hears
+in reply will produce a general stimulation of psychical energy for
+the moment. Moreover, the mere existence of the social conversational
+intercourse will raise the general emotional mood, and this feeling of
+social pleasure may be the source from which may spring new
+psychophysical powers. Nevertheless the fundamental fact, after all,
+is that any talking during the labor, so far as it is not necessary
+for the work itself, surely involves a distraction of attention. Here,
+too, the individual is not conscious of the effect. He feels certain
+that he can perform his task just as well, and even the piece-worker,
+who is anxious to earn as much as possible, is convinced that he does
+not retard himself by conversation. But the experiments which have
+been carried on in establishments with scientific management speak
+decidedly against such a supposition. A tyrannical demand for silence
+would, of course, be felt as cruelty, and no suggestion of a jail-like
+discipline would be wise in the case of industrial labor, for evident
+psychological reasons. But various factories in rearranging their
+establishments according to the principles of scientific management
+have changed the positions of the workmen so that conversations become
+more difficult or impossible. The result reported seems to be
+everywhere a significant increase of production. The individual
+concentrates his mind on the task with an intensity which seems beyond
+his reach as long as the inner attitude is adjusted to social contact.
+The help which is rendered by the feeling of social cooeperation, on
+the other hand, is not removed by the mere abstaining from speaking.
+Interesting psychopedagogical experiments have, indeed, demonstrated
+that working in a common room produces better results than isolated
+activity. This is not true of the most brilliant, somewhat nervous
+school children, who achieve in their own room at home more than in
+the classroom. But for the average, which almost alone is in question
+for life in the factory, the consciousness of common effort is a
+source of psychophysical reinforcement. This evidently remains
+effective when the workingmen can see one another, even if the
+arrangement of the seats precludes the possibility of chatting during
+the work.
+
+However, by far the more important cause of distraction of attention
+lies in those disturbances which come from without. Here again the
+chief interest ought to be attached to those interferences which the
+workman himself no longer feels as such. In a great printing-shop a
+woman who was occupied with work which demanded her fullest attention
+was seated at her task in an aisle where trucking was done. Removing
+this operator to a quiet corner caused an increase of 25 per cent in
+her work.[40] To be sure there are many such disturbances in factory
+life which can hardly be eliminated with the technical means of
+to-day. For instance, the noise of the machines, which in many
+factories makes it impossible to communicate except by shouting, must
+be classed among the real psychological interferences in spite of the
+fact that the laborers themselves usually feel convinced that they no
+longer notice it at all. Still more disturbing are strong rhythmical
+sounds, such as heavy hammer blows which dominate the continuous
+noises, as they force on every individual consciousness a
+psychophysical rhythm of reaction which may stand in strong contrast
+to that of a man's own work. From the incessant inner struggle of the
+two rhythms, the one suggested by the labor, the other by the external
+intrusion, quick exhaustion becomes unavoidable.
+
+If it were our purpose to elaborate a real system of psychological
+economics, we should have to proceed here to a careful study of the
+influences of fatigue on the industrial achievement. We should have to
+discuss the various kinds of fatigue and exhaustion, the conditions of
+restoration, and the whole group of related problems of psychophysics.
+But this is the one field which has been thoroughly ploughed over by
+science and by practical life in the course of the last decades. No
+new suggestion and no new hint of the importance of the problem is
+needed here. Our short discussion was planned to be confined to those
+regions which have not been worked up in systematic investigations
+and for which new devices seemed desirable. Hence we do not reproduce
+here the rich material of facts which the physiologists and
+psychophysicists have brought together in the last half-century, the
+importance of which for industrial labor is perfectly evident.
+Moreover, the practical applications and the insight into the social
+needs have transformed the factories themselves into one big
+laboratory in which the problem of fatigue has been studied by
+practical experiments. The problem of the dependence of fatigue and
+output upon the length of the working day has been tested in
+numberless places with the methods of really exact research, as it was
+easy to find out how the achievement of the laborers became
+quantitatively and qualitatively changed by the shortening of the
+working hours.
+
+When in one civilized country after another the exhaustingly long
+working days of the industrial wage-earner were shortened more and
+more, the theoretical discussions of the legislators and of the social
+reformers were soon supplemented by careful statistical inquiries in
+the factories. It was found that everywhere, even abstracting from all
+other cultural and social interests, a moderate shortening of the
+working day did not involve loss, but brought a direct gain. The
+German pioneer in the movement for the shortening of the workingman's
+day, Ernst Abbe, the head of one of the greatest German factories,
+wrote many years ago that the shortening from nine to eight hours,
+that is, a cutting-down of more than 10 per cent, did not involve a
+reduction of the day's product, but an increase, and that this
+increase did not result from any supplementary efforts by which the
+intensity of the work would be reinforced in an unhygienic way.[41]
+This conviction of Abbe still seems to hold true after millions of
+experiments over the whole globe. But the problem of fatigue has
+forced itself on the consideration of the men of affairs from still
+another side. It has been well known for a long while how intimate the
+relations are between fatigue and industrial accidents. The statistics
+of the various countries and of the various industries do not
+harmonize exactly, but a close connection between the number of
+accidents and the hours of the day can be recognized everywhere.
+Usually the greatest number of injuries occurs between ten and eleven
+o'clock in the forenoon and between three and four o'clock in the
+afternoon. The different distribution of the working hours, and of the
+pauses for the meals, make the various statistical tables somewhat
+incomparable. But it can be traced everywhere that in the first
+working hours in which fatigue does not play any considerable role,
+the number of accidents is small, and that this number sinks again
+after the long pauses. It is true that the number also becomes
+somewhat smaller at the end of the forenoon and of the afternoon
+period, but this seems to have its cause in the fact that with growing
+fatigue and with the feeling that the end of the working period is
+near, the rhythm of the activity becomes much slower, and with such
+slower movements the danger of accidents is greatly reduced. In a
+similar way the factories have had to give the fullest attention to
+the fatigue problem in its relation to the distribution of pauses, and
+above all in its relation to the advisable speed of the machines, the
+limits of which are set by the fatigue of the workingmen, and still
+more of the working-women.
+
+The legislatures, the labor unions, and the manufacturers have then
+had this problem of fatigue constantly before their eyes.[42] On the
+other hand, the psychologists and physiologists have continuously
+studied the fatigue and restoration of the muscle system and of the
+central nervous system, and have analyzed the facts with the subtlest
+methods. Yet, in spite of this, it cannot be denied that a real mutual
+enrichment has so far hardly been in question. On the contrary, the
+whole situation has again demonstrated the old experience. The mere
+trying and trying again in practical life can never reach the maximum
+effects which may be secured by systematic, scientifically conducted
+efforts. On the other side the studies of the theoretical scholars can
+never yield the highest values for civilization if the problems which
+offer themselves in practical life are ignored. The theorists have to
+prepare the ground, and in this preparatory work they must, indeed,
+remain utterly regardless of any practical situations. But after that
+a second stage must be reached at which on the foundation of this
+neutral research special theoretical investigations are undertaken
+which originate from practical conditions. As long as industrial
+managers have no contact with the experiments of the laboratory and
+the experimentalists are shy of any contact with the industrial
+reality, humanity will pass through social suffering. The hope of
+mankind will be realized by the mutual fertilization of knowing and
+doing.
+
+The practical efforts of the factories have, indeed, not yet reached
+the point at which the greatest possible achievement which can be
+reached without over-fatigue may be secured. We called the
+abbreviation of the working day an experimental scheme. The question
+of reducing the working hours is so simple that no further special
+experiments are needed. But when we come to the questions of the
+pauses at work, the speed of work and similar factors related to
+fatigue, the situation is by far more complicated, and the often
+capricious changes in the plant have very little in common with a
+systematic experiment. Some well-known studies of the efficiency
+engineers clearly demonstrate the possibility of such systematic
+efforts. The best-known case is probably Taylor's study of the
+pig-iron handlers of the Bethlehem Steel Company. He found that the
+gang of 75 men was loading on the average about 12-1/2 tons per man
+per day. When he discussed with various managers the question of what
+output would be the possible maximum, they agreed that under premium
+work, piecework, or any of the ordinary plans for stimulating the men,
+an output of 18 to 25 tons would be the extreme possibility. Then he
+proceeded to a systematic study of the fatigue in its relation to the
+burden and of the best possible relation between working time and
+resting time. His first efforts to find formulas were unsuccessful,
+because he calculated only the actual mechanical energy exerted and
+found that some men were tired after exerting energy of 1/8 hp., while
+others seemed to be able to produce the energy of 1/2 hp. without
+greater fatigue. But soon he discovered the mistake in his figures.
+He had considered only the actual movements, and had neglected the
+period in which the laborer was not moving and was not exerting
+energy, but in which a weight was pulling his arms and demanding a
+corresponding muscular effort. As soon as this muscular achievement
+was taken into account, too, he found that for each particular weight
+a definite relation exists between the time that a man is under a
+heavy load and the time of rest. For the usual loads of 90 pounds, he
+found that a first-class laborer must not work more than 43 per cent
+of time working day and must be entirely without load 57 per cent. If
+the load becomes lighter, the relation is changed. If the workman is
+handling a half pig weighing 46 pounds, he can be under load 58 per
+cent of the day and only has to rest during 42 per cent.[43]
+
+As soon as these figures were experimentally secured, Taylor selected
+fit men, and did not allow them to lift and to carry the loads as they
+pleased, but every movement was exactly prescribed by foremen who
+timed exactly the periods of work and rest. If he had simply promised
+his men a high premium in case they should carry more than the usual
+12 tons a day, they would have burdened themselves as heavily as
+possible and would have carried the load as quickly as possible, thus
+completely exhausting themselves after three or four hours of labor.
+In spite of such senseless exaggeration of effort in the first hours,
+the total output for the day would have been relatively small. Now the
+foremen determined exactly when every individual should lift and move
+the load and when he should sit quietly. The result was that the men,
+without greater fatigue, were able to carry 47-1/2 tons a day instead
+of the 12-1/2 tons. Their wages were increased 60 per cent. Such a
+trivial illustration demonstrates very clearly the extreme difference
+between an increase of the economic achievement by scientific,
+experimental investigation and a mere enforcing of more work by
+artificially whipping-up the mind with promises of extraordinary
+wages. Yet even such rules as the scientific management engineers have
+formed, may be elaborated to more lasting prescriptions as soon as the
+purely psychological factors are brought more into the foreground and
+are approached with the careful analysis of the experimental
+psychologist.
+
+Such a systematic psychological inquiry is the more important for
+questions of fatigue, as we know that the subjective feeling of
+displeasure in fatigue is no reliable measure for the objective
+fatigue, that is, for the real reduction of the ability for work.
+Daily experience teaches us how easily some people overstep the limits
+of normal fatigue, and in extreme cases even come to a nervous
+breakdown because nature did not protect them by the timely appearance
+of strong fatigue feelings. On the other hand, we find many men and
+still more women who feel tired even after a small exertion, because
+they did not learn early to inhibit the superficial feelings of
+fatigue, or because the sensations of fatigue have in fact a certain
+abnormal intensity in their case. The question how far the
+psychophysical apparatus has really been exhausted by a certain effort
+must be answered with the help of objective research and not on the
+basis of mere subjective feelings. But such objective measurements
+demand systematic experiments in the laboratory.
+
+The experiments which really have been carried on in the laboratory as
+yet, as far as they were not merely physiological, have on the whole
+been confined to so-called mental labor, and were essentially devoted
+to problems of school instruction or medical diagnosis. We have no
+doubt excellent experiments which are devoted to the study of the
+individual differences of exhaustion, fatigue, exhaustibility, ability
+to recover the lost energy, ability to learn from practice, and so on,
+but they are still exclusively adjusted to the needs of the
+school-teacher and of the nerve specialist and would hardly be
+immediately useful to the manager of a factory. We shall need a long
+careful series of investigations in order to determine how far those
+manifold results from experiments with memory work, thought work,
+writing work, and so on can be applied to the work which the
+industrial laborer is expected to perform.
+
+
+
+
+XVIII
+
+PHYSICAL AND SOCIAL INFLUENCES ON THE WORKING POWER
+
+
+The increase and decrease of the ability to do good work depends of
+course not only upon the direct fatigue from labor and the pauses for
+rest; a large variety of other factors may lead to fluctuations which
+are economically important. The various hours of the day, the seasons
+of the year, the atmospheric conditions of weather and climate, may
+have such influence. Some elements of this interplay have been cleared
+up in recent years. Just as the experiments of pedagogical psychology
+have determined the exact curve of efficiency during the period of an
+hour in school, so other investigations have traced the typical curve
+of psychical efficiency throughout the day and the year. Sociological
+and criminological statistics concerning the fluctuations in the
+behavior of the masses, common-sense experience of practical life, and
+finally, economic statistics concerning the quantity and quality of
+industrial output in various parts of the day and of the year, have
+supplemented one another. The systematic assistance of the
+psychological laboratory, however, has been confined to the
+educational aspect of the problem. Psychological experiments have
+determined how the achievement of the youth in the schoolroom changes
+with the months of the year and the hours of the day. It seems as if
+it could not be difficult to secure here, too, a connection between
+exact experiment and economic work. Much will have to be reduced to
+individual variations. The laboratory has already confirmed the
+experience of daily life that there are morning workers whose
+strongest psychophysical efficiency comes immediately after the
+night's rest, while the day's work fatigues them more and more; and
+that there are evening workers who in the morning still remain under
+the after effects of the night's sleep, and who slowly become fresher
+and fresher from the stimuli of the day. It would seem not impossible
+to undertake a systematic selection of various individuals under this
+point of view, as different industrial tasks demand a different
+distribution of efficiency between morning and night.
+
+Such a selection and adjustment may be economically still more
+important with reference to the fluctuations during the course of the
+year. Economic inquiries, for instance, have suggested that younger
+and older workingmen who ordinarily show the same efficiency become
+unequal in their ability to do good work in the spring months, and the
+economists have connected this inequality with sexual conditions. But
+other factors as well, especially the blood circulation of the
+organism and the resulting reactions to external temperature,
+different gland activities, and so on, cause great personal
+differences in efficiency during the various seasons of the year.
+Inasmuch as we know many economic occupations in which the chief
+demand is made in one or another period of the year, a systematic
+study of these individual variations might be of high economic value,
+where large numbers are involved, and might contribute much to the
+individual comfort of the workers. But a constant relation to day and
+year also seems to exist independent of all personal variations. When
+the sun stands at its meridian, a minimum of efficiency is to be
+expected and a similar minimum is to be found at the height of summer.
+Correspondingly we have an increase of the total psychical efficiency
+in winter-time. During the spring-time the behavior seems, as far as
+the investigations go, to be different in the intellectual and in the
+psychomotor activities. It is claimed that the efficiency of the
+intellectual functions decreases as the winter recedes, but that the
+efficiency of psychomotor impulses increases.[44]
+
+The influences of the daily temperature, of the weather and of the
+seasons may be classed among the physical conditions of efficiency. We
+may group with them the effects of nourishment, of stimulants, of
+sleep, and so on. As far as the relations between these external
+factors and purely bodily muscle work are involved, the interests of
+the psychologists are not engaged. But it is evident that every one of
+these relations also has its psychological aspect, and that a really
+scientific psychotechnical treatment of these problems can become
+possible only through the agency of psychological experiments. We have
+excellent experimental investigations concerning the influence of the
+loss of sleep on intellectual labor and on simple psychomotor
+activities. But it would be rather arbitrary to deduce from the
+results of those researches anything as to the effect of reduction of
+sleep on special economic occupations. Yet such knowledge would be of
+high importance. We have in the literature concerned with accidents in
+transportation numerous popular discussions about the destructive
+influence of loss of sleep on the attention of the locomotive engineer
+or of the helmsman or of the chauffeur, but an analysis of the
+particular psychophysical processes does not as yet exist and can be
+expected only from systematic experiments. Nor has the influence of
+hunger on psychotechnical activities been studied in a satisfactory
+way.
+
+A number of psychological investigations have been devoted to the
+study of the influence of alcohol on various psychical functions and
+in this field at least the strictly economic problem of industrial
+labor has sometimes been touched. We have the much quoted and much
+misinterpreted experiments [45] which were carried on in Germany with
+typesetters. The workmen received definite quantities of heavy wine at
+a particular point in the work and the number of letters which they
+were able to set during the following quarter-hours were measured and
+compared with their normal achievement in fifteen minutes. The
+reduction of efficiency amounted on the average to 15 per cent of the
+output. It may be mentioned that the loss referred only to the
+quantity of the work and not at all to the quality. The well-known
+subjective illusory feeling of the subjects was not lacking; they
+themselves believed that the wine had reinforced their working power.
+As soon as such experiments are put into the service of economic life,
+they will have to be carried on with much more accurate adjustment to
+the special conditions, with subtler gradation of the stimuli, and
+especially with careful study of individual factors. But at first it
+seems more in the interest of the practical task that the extremely
+complicated problem of the influence of alcohol be followed up by
+purely theoretical research in the laboratory in order that the effect
+may be resolved into its various components. We must first find the
+exact facts concerning the influence of alcohol on elementary
+processes of mental life, such as perception, attention, memory, and
+so on, and this will slowly prepare the way for the complete economic
+experiment.
+
+At present the greatest significance for the economic field may be
+attached to those alcohol experiments which dealt with the
+apprehension of the outer world. They proved a reduction in the
+ability to grasp the impressions and a narrowing of the span of
+consciousness. The indubitable decrease of certain memory powers, of
+the acuity in measuring distance, of the time estimation, and similar
+psychical disturbances after alcohol, must evidently be of high
+importance for industry and transportation, while the well-known
+increase of the purely sensory sensibility, especially of the visual
+acuity after small closes of alcohol, hardly plays an important role
+in practical life. The best-known and experimentally most studied
+effect of alcohol, the increase of motor excitability, also evidently
+has its importance for industrial achievements. It cannot be denied
+that this facility of the motor impulses after small doses of alcohol
+is not a real gain, which might be utilized economically, but is
+ultimately an injury to the apparatus, even if we abstract from the
+retardation of the reaction which comes as an after-effect. The
+alcoholic facilitation, after all, reduces the certainty and the
+perfection of the reaction and creates conditions under which wrong,
+and this in economic life means often dangerous, motor responses
+arise. The energy of the motor discharge suffers throughout from the
+alcohol.
+
+Some experiments which were recently carried on with reference to the
+influence of alcohol on the power of will seem to have especial
+significance for the field of economic activity. The method applied in
+the experiment was the artificial creation of an exactly measurable
+resistance to the will-impulse directed toward a purpose. The
+experiment had to determine what power of resistance could be overcome
+by the will and how far this energy changes under the influence of
+alcohol. For this end combinations of meaningless syllables were
+learned and repeated until they formed a close connection in memory.
+If one syllable was given, the mechanical tendency of the mind was to
+reproduce the next syllable in the memorized series. The
+will-intention was then directed toward breaking this memory type. For
+instance, it was demanded, when a syllable was called, that the
+subject should not answer with the next following syllable, but with a
+rhyming syllable. This will-impulse easily succeeded when the
+syllables to be learned had been repeated only a few times, while
+after a very frequent repetition the memory connection offered a
+resistance which the simple will-intention could not break. The
+syllable which followed in the series rushed to the mind before the
+intention to seek a rhyming syllable could be realized. The number of
+repetitions thus became a measure for the power of the will. After
+carrying out these experiments at first under normal conditions, they
+were repeated while the subjects were under the influence of exactly
+graded doses of alcohol.[46] From such simple tasks the experiment was
+turned to more and more complex ones of similar structure. All
+together they showed clearly that the alcohol did not influence the
+ability to make the will effective and that the actual decrease of
+achievement results from a decrease in the ability to grasp the
+material. As long as the alcohol doses are small, this feeling of
+decreased ability stirs up a reinforcement in the tension of the
+will-impulse. This may go to such an extent that the increased
+will-effort not only compensates for the reduced understanding, but
+even over-compensates for it, producing an improvement in the mental
+work. But as soon as the alcohol doses amount to about 100 cubic
+centimeters, the increased tension of the will is no longer sufficient
+to balance the paralyzing effect in the understanding. Yet it must not
+be overlooked that in all these experiments only isolated will acts
+were in question which were separated from one another by pauses of
+rest. Evidently, however, the technical laborer is more often in a
+situation in which not isolated impulses, but a continuous tension of
+the will is demanded. How far such an uninterrupted will-function is
+affected by alcohol has not as yet been studied with the exact means
+of the experiment.
+
+To be sure an obvious suggestion would be that the whole problem, as
+far as economics, and especially industry, are concerned, might be
+solved in a simpler way than by the performance of special
+psychological experiments, namely, by the complete elimination of
+alcohol itself from the life of the wage-earner. The laboratory
+experiment which seems to demonstrate a reduction of objective
+achievement in the case of every important mental function merely
+supplements in exact language the appalling results indicated by
+criminal statistics, disease statistics, and inheritance statistics.
+It seems as if the time had come when scientists could not with a good
+conscience suggest any other remedy than the merciless suppression of
+alcohol. Indeed, there can be no doubt that alcohol is one of the
+worst enemies of civilized life, and it is therefore almost with
+regret that the scientist must acknowledge that all the psychological
+investigations, which have so often been misused in the partisan
+writings of prohibitionists, are not a sufficient basis to justify the
+demand for complete abstinence.
+
+First, newer experiments make it very clear that many of the so-called
+effects of alcohol which the experiment has demonstrated are produced
+or at least heightened by influences of suggestion. Experiments which
+have been carried on in England for the study of that point show
+clearly that certain psychical disturbances which seem to result from
+small doses of alcohol fail to appear as soon as the subject does not
+know that he has taken alcohol. For that purpose it was necessary to
+eliminate the odor, and this was accomplished by introducing the
+beverages into the organism by a stomach pump. When by this method
+sometimes water and sometimes diluted alcohol was given without the
+knowledge of the subject, the usual effects of small doses of alcohol
+did not arise. But another point is far more important. We may take it
+for granted that alcohol reduces the ability for achievement as soon
+as such very small doses are exceeded. But from the standpoint of
+economic life we have no right to consider a reduction of the
+psychical ability to produce work as identical with a decrease in the
+economic value of the personality. Such a view would be right if the
+influence necessarily set in at the beginning of the working period.
+But if, for instance, a moderate quantity of beer is introduced into
+the organism after the closing of the working day, it would certainly
+produce an artificial reduction of the psychical ability, and yet this
+decrease of psychophysical activity might be advantageous to the total
+economic achievement of the workingman in the course of the week or
+the year. To be sure the glass of beer in the evening paralyzes
+certain inhibitory centres of the brain and therefore puts the mind
+out of gear, but such a way of expressing it may easily be misleading,
+as it suggests too much that a real injury is done. From the point of
+view of scientific psychology, we must acknowledge that such a
+paralyzing effect in certain parts of the psychophysical system sets
+in with every act of attention and reaches its climax in sleep, which
+surely does no harm to the mind. It may be thoroughly advantageous for
+the total work of the normal, healthy, average workingman if the after
+effects of the motor excitement of the day are eliminated by a mild,
+short alcoholic poisoning in the evening. It may produce that
+narrowing and dulling of consciousness which extinguishes the cares
+and sorrows of the day and secures the night's sleep, and through it
+increased efficiency the next morning. Systematic experiments with
+exact relation to the various technical demands must slowly bring real
+insight into this complex situation. The usual hasty generalization
+from a few experiments with alcohol for partisan interests is surely
+not justified in the present unsatisfactory state of knowledge.[47]
+
+Perhaps we know still less of the influences which coffee, tea,
+tobacco, sweets, and so on exert on the life of the industrial worker.
+It will be wise to resolve these stimuli in daily use into their
+elements and to study the effects of each element in isolated form. To
+know, for instance, the effects of caffein on the psychophysical
+activities does not mean to know the effects of tea or coffee, which
+contain a variety of other substances besides the caffein, substances
+which may be supposed to modify the effect of the caffein. Yet the
+first step must in this case be the study of the effects of the
+isolated caffein, before the total influences of the familiar
+beverages can be followed up. An excellent investigation of this
+caffein effect on various psychological and psychomotor functions has
+recently been completed.[48] When the caffein effect on tapping
+movements was studied, it was found that it works as a stimulation,
+sometimes preceded by a slight initial retardation. It persists from
+one to two hours after doses of from one to three grains and as long
+as four hours after doses of six grains. The steadiness test showed a
+slight nervousness after several hours after doses of from one to four
+grains. After six grains there is pronounced unsteadiness. A complex
+test in cooerdination indicated that the effect of small, amounts of
+caffein is a stimulation and that of large amounts a retardation.
+Correspondingly the speed of performance in typewriting is heightened
+by small doses of caffein and retarded by larger doses. In both cases
+the quality of the performance as measured by the number of errors is
+superior to the normal result.
+
+The influences of the physiological stimulants have many points of
+contact with the effects of social entertainment, the significance of
+which for the economic life is still rather unknown in any exact
+detail. Many factories in which the labor is noiseless, as in the
+making of cigars, have introduced gramophone music or reading aloud,
+and it is easy to understand theoretically that a certain animating
+effect results, which stimulates the whole psychophysical activity But
+only the experiment would be able to decide how this stimulation is
+related, for instance, to the distraction of attention, which is
+necessarily involved, or how it influences various periods of the work
+and various types of work, how far it is true that the musical key
+exerts an exciting or relaxing influence, what intensity and what
+local position, what rhythm and what duration of such aesthetic
+stimuli, would bring the best possible economic results. We all have
+read of the favorable effects which were secured in a factory when a
+cat was brought into every working-room in which women laborers were
+engaged in especially fatiguing work. The cat became a living toy for
+the employees, which stimulated their social consciousness. In not a
+few plants the reinforced achievement is explained by the social means
+of entertainment, which have been introduced under the pressure of
+modern philanthropic ideas. The lounging-rooms with the newspapers and
+periodicals the clubrooms with libraries, the excursions and dances
+and patriotic festivities, fill up the reservoir of psychophysical
+energies. As a matter of course all the social movements which enhance
+the consciousness of solidarity among the laborers and the feeling of
+security as to their future development in their career have a similar
+effect of reinforcing the normal psychical achievement.
+
+As the strongest factor, finally, the direct material interest must
+be added to these conditions. The literature of political economy is
+full of discussions of the effect of increase of wages, of the payment
+of bonuses and premiums, of piece-wages, of promised pensions, and, as
+far as Europe is concerned, of state insurance. In short, the whole
+individual financial situation in its relation to the psychophysical
+achievement of the wage-earner is a favorite topic of economic
+inquiry. We cannot participate here in these inexhaustible
+discussions, because all these questions are to-day still so endlessly
+far from the field of psychological experiments. Nevertheless we ought
+not to forget the experience through which general experimental
+psychology has gone in the last few decades. When the first
+experiments were undertaken in order to deal systematically with the
+mental life, the friends of this new science and its opponents agreed,
+on the whole, in the belief that certainly only the most elementary
+phenomena of consciousness, the sensations and the reactions of
+impulses, would be accessible to the new method. The opponents
+naturally compared this modest field with the great problems of the
+mental totality, and therefore ridiculed the new narrow task as
+unimportant. The friends, on the other hand, were eager to follow the
+fresh path, because they were content to gain real exactitude by the
+experiment at least in these simplest questions. Yet as soon as the
+new independent workshops were established for the young science, it
+was discovered that the method was able to open fields in which no one
+had anticipated its usefulness. The experiments turned to the problems
+of attention, of memory, of imagination, of feeling, of judgment, of
+character, of aesthetic experience and so on. It is not improbable that
+the method of the economic psychological experiment may also quickly
+lead beyond the more elementary problems, as soon as it is
+systematically applied, and then it, too, may conquer regions of
+inquiry in which to-day no exact calculation of the psychological
+factors seems possible.
+
+If such an advance is to be a steady one, the economic psychologist
+will emancipate himself from the chance question of what problems are
+at this moment important for commerce and industry and will proceed
+systematically step by step from those results which the psychological
+laboratory has yielded under the non-economic points of view. Many
+previous psychological or psychophysical inquiries almost touch the
+problems of industrial achievement. For instance, the experiments on
+imitation, which psychophysicists have carried on in purely
+theoretical or pedagogical interests, move parallel to industrial
+experiences. It is well known that the pacemaker plays his role not
+only in the field of sport but also in the factory. The rhythm of one
+laborer gains controlling importance for the others, who instinctively
+imitate him. Some plants even have automatically working machines with
+the special intention that the sharp rhythm of these lifeless
+forerunners shall produce an involuntary imitation in the
+psychophysical system. In a similar way many laboratory investigations
+on suggestion and suggestibility point to such economic processes, and
+it seems to me that especially the studies on the influence of the
+ideas of purpose which are being undertaken nowadays in many
+psychological laboratories may easily be connected with the problems
+of economic life. We know how the consciousness of the task to be
+performed has an organizing influence on the system of those
+psychophysical acts which lead to the goal. The experiment has shown
+under which conditions this effect can be reinforced and under which
+reduced. Pedagogical experiments have also shown exactly what
+influence belongs to the consciousness of the approach to the end of
+work; the feeling of the nearness of the close heightens the
+achievement, even of the fatigued subject. It would not be difficult
+to connect psychophysical experiments of this kind with the problems
+of the task and bonus system, which is nowadays so much discussed in
+industrial life. The practical successes seem to prove that the
+individual can do more with equal effort if he does not stand before
+an unlimited mass of work of which he has to do as much as possible in
+the course of the day, but if he is before a definitely determined,
+limited task with the demand that he complete it in an exactly
+calculated time. Scientific management has made far-reaching use of
+this principle, but whether constant results for the various
+industries can be hoped for from such methods must again be
+ascertained by the psychological experiment.
+
+These hopes surely will not weaken the interest of the psychologist
+for those many psychological methods which lie outside of the
+experimental research. A sociologist, who himself had been a laborer
+in his earlier life, undertook in Germany last year an inquiry into
+the psychological status of the laborers' achievement by the
+questionnaire method.[49] He sent to 8000 workingmen in the mining
+industries, textile industries, and metal industries, blanks
+containing 26 questions, and received more than 5000 replies. The
+questions referred to the pleasure and interest in the work, to
+preferences, to fatigue, to the thoughts during the work, to the
+means of recreation, to the attitude toward the wages, to the
+emotional situation, and so on. The 5000 answers allowed manifold
+classifications. The various mental types of men could be examined,
+the influence of the machine, the attitude toward monotony, the
+changes of pleasure and interest in the work with the age of the
+laborer, the time at which fatigue becomes noticeable, and so on. Many
+psychological elements of industrial life thus come to a sharp focus
+and the strong individual differences could not be brought out in a
+more characteristic way. Yet, all taken together, even such a careful
+investigation on a psychostatistical basis strongly suggests that a
+few careful experimental investigations could lead further than such a
+heaping-up of material gathered from men who are untrained in
+self-observation and in accurate reports, and above all who are
+accessible to any kind of suggestion and preconceived idea. The
+experimental method is certainly not the only one which can contribute
+to reforms in industrial life and the reinforcement of industrial
+efficiency, but all signs indicate that the future will find it the
+most productive and most reliable.
+
+
+
+
+PART III
+
+THE BEST POSSIBLE EFFECT
+
+
+
+
+XIX
+
+THE SATISFACTION OF ECONOMIC DEMANDS
+
+
+Every economic function comes in contact with the mental life of man,
+first from the fact that the work is produced by the psyche of
+personalities. This gave us the material for the first two parts of
+our discussion. We asked what mind is best fitted for the particular
+kind of work, and how the mind can be led to the best output of work.
+But it is evident that the real meaning of the economic process
+expresses itself in an entirely different contact between work and
+mind. The economic activity is separated from all other processes in
+the world, not by the fact that it involves labor and achievement by
+personalities, but by the fact that this labor satisfies a certain
+group of human desires which we acknowledge as economic. The mere
+performance of labor, with all the psychical traits of attention and
+fatigue and will-impulses and personal qualities, does not in itself
+constitute anything of economic value. For instance, the sportsman
+who climbs a glacier also performs such a fatiguing activity which
+demands the greatest effort of attention and will; and yet the
+psychotechnics of sport do not belong in economic psychology, because
+this mountain climbing does not satisfy economic desires. The ultimate
+characteristic which designates an activity as economic is accordingly
+a certain effect on human souls. The whole whirl of the economic world
+is ultimately controlled by the purpose of satisfying certain
+psychical desires. Hence this psychical effect is still more
+fundamental for the economic process than its psychical origin in the
+mental conditions of the worker. The task of psychotechnics is
+accordingly to determine by exact psychological experiments how this
+mental effect, the satisfaction of economic desires, can be secured in
+the quickest, in the easiest, in the safest, in the most enduring, and
+in the most satisfactory way.
+
+But we must not deceive ourselves as to the humiliating truth that so
+far not the slightest effort has been made toward the answering of
+this central scientific question. If the inquiry into the psychical
+effects were really to be confined to this problem of the ultimate
+satisfaction of economic desires, scientific psychology could not
+contribute any results and could not offer anything but hopes and
+wishes for the future. At the first glance it might appear as if just
+here a large amount of literature exists; moreover, a literature rich
+in excellent investigations and ample empirical material. On the one
+side the political economists, with their theories of economic value
+and their investigations concerning the conditions of prices and the
+development of luxury, the calculation of economic values from
+pleasure and displeasure and many similar studies, have connected the
+economic processes with mental life; on the other side the
+philosophers, with their theories of value, have not confined
+themselves to the ethical and aesthetic motives, but have gone deeply
+into the economic life too. While such studies of the economists and
+of the philosophers are chiefly meant to serve theoretical
+understanding, it might seem easy to deduce from them technical
+practical prescriptions as well. If we know that under particular
+conditions certain demands will be satisfied, we draw the conclusion
+that we must realize those conditions whenever such demands are to be
+satisfied. The theoretical views of the economists and of the
+philosophers of value might thus be directly translated into
+psychotechnical advice.
+
+As soon as we look deeper into the situation, we must recognize that
+this surface impression is entirely misleading. Certainly whenever
+the philosophers or political economists discuss the problems of value
+and of the satisfaction of human demands, they are using psychological
+terms, but the whole meaning which they attach to these terms,
+feeling, emotion, will, desire, pleasure, displeasure, joy, and pain,
+is essentially different from that which controls the causal
+explanations of scientific psychology. We cannot enter into the real
+fundamental questions here, which are too often carelessly ignored
+even in scientific quarters. Too often psychology is treated, even by
+psychologists, as if it covered every possible systematic treatment of
+inner experience, and correspondingly outsiders like the economists
+fancy that they are on psychological ground and are handling
+psychological conceptions as soon as they make any statements
+concerning the inner life. But if we examine the real purposes and
+presuppositions of the various sciences, we must recognize that the
+human experience can be looked on from two entirely different points
+of view. Only from one of the two does it present itself as
+psychological material and as a fit object for psychological study.
+From the other point of view, which is no less valuable and no less
+important for the understanding of our inner life, human experience
+offers itself as a reality with which psychology as such has nothing
+to do, even though it may be difficult to eliminate the usual
+psychological words.
+
+The psychologist considers human experience as a series of objects for
+consciousness. All the perceptions and memory ideas and imaginative
+ideas and feelings and emotions, are taken by him as mental objects of
+which consciousness becomes aware, and his task is to describe and to
+explain them and to find the laws for their succession. He studies
+them as a naturalist studies the chemical elements or the stars. It
+makes no difference whether his explanation leads him to connect these
+mental contents with brain processes as one theory proposes, or with
+subconscious processes as another theory suggests. The entirely
+different aspect of inner life is the one which is most natural in our
+ordinary intercourse. Whenever we give an account of our inner life or
+are interested in the experience of our friends, we do not consider
+how their mental experiences as such objective contents of
+consciousness are to be described and explained, but we take them as
+inner actions and attitudes toward the world, and our aim is not to
+describe and to explain them but to interpret and to understand them.
+We do not seek their elements but their meaning, we do not seek their
+causes and effects but their inner relations and their inner
+purposes. In short, we do not take them at all as objects but as
+functions of the subject, and our dealing with them has no similarity
+to the method of the naturalist.
+
+This method of practical life in which we seek to express and to
+understand a meaning, and relate every will-act to its aim, is not
+confined to the mere popular aspect; it can lead to very systematic
+scholarly treatment. It is exactly the treatment which is fundamental
+in the case of all history, for example, or of law, or of logic. That
+is, the historian makes us understand the meaning of a personality of
+the past and is really interested in past events only as far as human
+needs are to be interpreted. It would be pseudo-psychology, if we
+called such an account in the truly historical spirit a psychological
+description and explanation. The student of law interprets the meaning
+of the will of the legislator; he does not deal with the idea of the
+law as a psychological content. And the logician has nothing to do
+with the idea as a conscious object in the mind; he asks as to the
+inner relations of it and as to the conclusions from the premises. In
+short, wherever historical interpretations or logical deductions are
+needed, we move on in the sphere of human life as it presents itself
+from the standpoint of immediate true experience without artificially
+moulding it into the conceptions of psychology. On the other hand, as
+soon as the psychological method is applied, this immediate life
+meaning of human experience is abandoned, and instead of it is gained
+the possibility of considering the whole experience as a system of
+causes and effects. Mental life is then no longer what it is to us in
+our daily intercourse, because it is reconstructed for the purposes of
+this special treatment, just as the water which we drink is no longer
+our beverage if we consider it under the point of view of chemistry as
+a combination of hydrogen and oxygen. Hence we have not two statements
+one of which is true and the other ultimately untrue; on the contrary,
+both are true. We have a perfect right to give the value of truth to
+our experience with water as a refreshing drink, and also to the
+formula of the chemist. With a still better right we may claim that
+both kinds of mental experience are equally true. Hence not a word of
+objection is raised against the discussions of the historians and the
+philosophers, if we insist that their so-called psychology stands
+outside of the really descriptive and explanatory account of mental
+life, and is therefore not psychology in the technical sense of the
+word.
+
+It is this historical attitude which controls all the studies of the
+political economists. They speak of the will-acts of the individuals
+and of their demands and desires and satisfactions, but they do not
+describe and explain them; they want to interpret and understand them.
+They may analyze the motives of the laborer or of the manufacturer,
+but those motives and impulses interest them not as contents of
+consciousness, but only as acts which are directed toward a goal. The
+aim toward which these point by their meaning, and not the elements
+from which they are made up or their causes and effects, is the
+substance of such economic studies. For such a subjective account of
+the meaning of actions the only problem is, indeed, the correct
+understanding and interpretation, and the consistent psychologist who
+knows that it is not his task to interpret but to explain has no right
+to raise any questions here. It is, therefore, only a confusing
+disturbance, if a really psychological, causal explanation is mixed
+into the interpretation of such a system of will-acts and purposes. It
+is true we find this confusion in many modern works on economics.
+Economists know that a scientific explanatory study of the human mind
+exists, and they have a vague feeling that they have no right to
+ignore this real psychology, instead of recognizing that the
+psychology really has nothing to do with their particular problem. The
+result is that they constantly try to discuss the impulses and
+instincts, the hunger and thirst and sexual desire, and the higher
+demands for fighting and playing and acquiring, for seeking power and
+social influence, as a psychologist would discuss them, referring them
+to biological and physiological conditions and explaining them
+causally. Yet as soon as they come to their real problems and enter
+into the interpretation and meaning of these economic energies, they
+naturally slide back into the historical, economic point of view and
+discuss the economic relations of men without any reference to their
+psychologizing preambles. The application of the psychological,
+scientific method to the true economic experience is therefore not
+secured at all in this way. The demands and volitions which they
+disentangle are not the ones which the psychophysiologist studies,
+because they are left in their immediate form of life reality. They
+are accordingly inaccessible to the point of view of experimental
+psychology, and nothing can be expected from such interpretative
+discussions of the economists for the psychotechnics at which the
+psychologist is aiming. Even where the political economists deal with
+the problems of value in exact language, nothing is gained for the
+kind of insight for which the psychologist hopes, and the
+psychologists must therefore go on with their own methods, if they
+are ever to reach a causal understanding of the means by which a
+satisfaction of the economic demands may be effected.
+
+So far the psychologists have not even started to examine these
+economic feelings, demands, and satisfactions with the means of
+laboratory psychology. Hence no one can say beforehand how it ought to
+be done and how to gain access to the important problems, inasmuch as
+the right formulation of the problem and the selection of the right
+method would here as everywhere be more than half of the solution. It
+must be left to the development of science for the right
+starting-point and the right methods to be discovered. Sometimes, to
+be sure, the experiment has at least approached this group of economic
+questions. For instance, the investigations of the so-called
+psychophysical law have often been brought into contact with the
+experiences of ownership and acquirement. The law, well known to every
+student of psychology, is that the differences of intensity in two
+pairs of sensations are felt as equal, when the two pairs of stimuli
+are standing in the same relation. The difference between the
+intensities of the light sensations from 10 candles and 11 candles is
+equal to that from 50 candles and 55 candles, from 100 candles and
+110, from 500 candles and 550: that is, the difference of one
+additional candle between 10 and 11 appears just as great as the
+difference of 50 candles between 500 and 550. The psychologists have
+claimed that in a corresponding way the same feeling of difference
+arises when the amounts of possessions stand in the same relation.
+That is, the man who owns $100 feels the gain or loss of $1 as much as
+one who owns $100,000 feels the gain or loss of $1000. Not the
+absolute amount of the difference, but the relative value of the
+increase or decrease is the decisive influence on the psychological
+effect. Some experimental investigations concerning feelings have also
+come near to the economic boundaries. The study of the contrast
+feelings and of the relativity of feelings, for instance, has points
+of contact with the economic problem of how far economic progress,
+with its stirring up and satisfying of continually new demands, really
+adds to the quantity of human enjoyment. In other words, how far are
+those sociologists right who are convinced that by the technical
+complexity of modern life, with all its comforts and mechanizations,
+the level of individual life is raised, but that the oscillations
+about this average level remain the same and produce the same amount
+of pleasure and pain? The technical advance would therefore bring no
+increase of human pleasure.
+
+We might also put into this class the meagre experimental
+investigations concerning the mutual influence of feelings. When
+sound, light, and touch impressions, each of which, isolated, produces
+a feeling of a certain degree, are combined with one another, the
+experiment can show very characteristic changes in the intensity of
+pleasure and displeasure. From such routine experiments of the
+laboratory it might not be difficult to come to more complex
+experiments on the mutual relations of feeling values and especially
+of the combinations of pleasure with displeasure. This would lead to
+an insight into the processes which are involved in the fixing of
+prices, as they are always dependent upon the pleasure in the
+acquisition and the displeasure in the outlay. The exact psychology of
+the future may thus very well determine the conditions under which the
+best effects for the satisfaction of economic demands may be secured,
+but our present-day science is still far from such an achievement: and
+it seems hardly justifiable to propose methods to-day, as it would be
+like drawing a map with detailed paths for a primeval forest which is
+still inaccessible.
+
+
+
+
+XX
+
+EXPERIMENTS ON THE EFFECTS OF ADVERTISEMENTS
+
+
+We have said that the time has not yet come for discussing from the
+standpoint of experimental psychology the means to secure the ultimate
+effects of economic life, namely, the satisfaction of economic
+demands. If this were the only effect which had economic significance,
+this whole last part of our little book would have to remain a blank,
+as we wanted to deal here with the securing of the best effects after
+having studied the securing of the best man and of the best work. Yet
+these ultimate ends are certainly not the only mental effects which
+become important in the course of economic processes. In order to
+reach that final end of the economic movement, often an unlimited
+number of part processes distributed over space and time must
+cooeperate. The satisfaction of our thirst in a tea-room may be a
+trivial illustration of such a final effect, but it is clear that in
+order to produce this ultimate mental effect of satisfying the thirst,
+thousands of economic processes must have preceded. To bring the tea
+and the sugar and the lemon to the table, the porcelain cup and the
+silver spoon, wage-earners, manufacturers and laborers, exporters,
+importers, storekeepers, salesmen, and customers had to cooeperate.
+Among such part processes which serve the economic achievement are
+always many which succeed only if they produce characteristic effects
+in human minds. The propaganda which the storekeeper makes, for
+instance, his display and his posters, serve the economic interplay by
+psychical effects without themselves satisfying any ultimate economic
+demand. They must attract the passer-by or impress the reader or
+stimulate his impulse to buy, and through all this they reach an end
+which is in itself not final, as no human desire to read
+advertisements exists. When the salesman influences the customer to
+buy something which may later help to satisfy a real economic demand,
+the art of his suggestive words secures a mental effect which again is
+in itself not ultimate. If the manufacturer influences his employees
+to work with more attention or with greater industry, or if the
+community stirs up the desire for luxury or the tendency to saving, we
+have mental effects which are of economic importance without being
+really ultimate economic effects.
+
+As far as these effects are necessary and justified stages leading to
+the ultimate satisfaction of economic demands, it certainly is the
+duty of applied psychology to bring psychological experience and exact
+methods into their service. We emphasize the necessary and justified
+character of these steps, as it is evident that psychological methods
+may be made use of also by those who aim toward mental effects which
+are unjustified and which are not necessary for the real satisfaction
+of valuable demands. Psychological laws can also be helpful in
+fraudulent undertakings or in advertisements for unfair competition.
+The psychotechnical scientist cannot be blamed if the results of his
+experiments are misused for immoral purposes, just as the chemist is
+not responsible if chemical knowledge is applied to the construction
+of anarchistic bombs. But while psychology, as we have emphasized
+before, cannot from its own point of view determine the value of the
+end, the psychologist as a human being is certainly willing to
+cooeperate only where the soundness and correctness of the ends are
+evident from the point of view of social welfare.
+
+In order to demonstrate the principle of this kind of psychotechnical
+help with fuller detail, at least by one illustration, I may discuss
+the case of the advertisements, the more as this problem has already
+been taken up in a somewhat systematic way by the psychological
+laboratories. We have a number of careful experimental investigations
+referring to the memory-value, the attention-value, the
+suggestion-value, and other mental effects of the printed business
+advertisements. Of course this group of experimental investigations at
+once suggests an objection which we cannot ignore. A business
+advertisement, as it appears in the newspapers, is such an extremely
+trivial thing and so completely devoted to the egotistical desire for
+profit that it seems undignified for the scientist to spend his time
+on such nothings and to shoot sparrows with his laboratory
+cannon-balls. But on the one side nothing can be unworthy of thorough
+study from a strictly theoretical point of view. The dirtiest chemical
+substance may become of greatest importance for chemistry, and the
+ugliest insect for zooelogy. On the other side, if the practical point
+of view of the applied sciences is taken, the importance of the
+inquiry may stand in direct relation to the intensity of the human
+demand which is to be satisfied by the new knowledge. Present-day
+society is so organized that the economic advertisement surely serves
+a need, and its intensity is expressed by the well-known fact that in
+every year billions are paid for advertising. Measured by the amount
+of expenditure, advertising has become one of the largest and
+economically most important human industries. It is, then, not
+astonishing that scientists consider it worth while to examine the
+exact foundations of this industry, but it is surprising that this
+industry could reach such an enormous development without being guided
+by the spirit of scientific exactitude which appears a matter of
+course in every other large business. As it is a function of science
+to study the physics of incandescent lamps or gas motors so as to
+bring the economically most satisfactory devices into the service of
+the community, it cannot be less important from the standpoint of
+national economics to study scientifically the efficiency of the
+advertisements in order that the national means may in this industry,
+too, secure the greatest possible effects. It is only a secondary
+point that experiments of this kind are of high interest to the
+theoretical scientist as well. For us the advertisement is simply an
+instrument constructed to satisfy certain human demands by its effects
+on the mind. It is a question for psychology to determine the
+conditions under which this instrument may be best adapted to its
+purpose.
+
+The mental effect of a well-adapted advertisement is manifold. It
+appeals to the memory. Whatever we read at the street corner, or in
+the pages of the newspaper or magazine, is not printed with the idea
+that we shall immediately turn to the store, but first of all with
+the expectation that we keep the content of the advertisement in our
+memory for a later purchase. It will therefore be the more valuable
+the more vividly it forces itself on the memory. But if practical
+books about the art of advertising usually presuppose that this
+influence on the memory will be proportionate to the effect on the
+attention, the psychologist cannot fully agree. The advertisement may
+attract the attention of the reader strongly and yet by its whole
+structure may be unfit to force on the memory its characteristic
+content, especially the name of the firm and of the article. The pure
+memory-value is especially important, as according to a well-known
+psychological law the pleasure in mere recognition readily attaches
+itself to the recognized object. The customer who has the choice among
+various makes and brands in the store may not have any idea how far
+one is superior to another, but the mere fact that one among them
+bears a name which has repeatedly approached his consciousness before
+through advertisements is sufficient to arouse a certain warm feeling
+of acquaintance, and by a transposition of feeling this pleasurable
+tone accentuates the attractiveness of that make and leads to its
+selection. This indirect help through the memory-value is economically
+no less important than the direct service.
+
+In order to produce a strong effect on memory the advertisement must
+be easily apprehensible. Psychological laboratory experiments with
+exact time-measurement of the grasping of various advertisements of
+the same size for the same article, but in different formulations,
+demonstrated clearly how much easier or harder the apprehension became
+through relatively small changes. No mistake in the construction of
+the advertisement causes so much waste as a grouping which makes the
+quick apperception difficult. The color, the type, the choice of
+words, every element, allows an experimental analysis, especially by
+means of time-measurement. If we determine in thousandths of a second
+the time needed to recognize the characteristic content of an
+advertisement, we may discriminate differences which would escape the
+naive judgment, and yet which in practical life are of considerable
+consequence, as the effect of a deficiency is multiplied by the number
+of readers.
+
+We must insist on the further demand that the advertisement make a
+vivid impression, so that it may influence the memory through its
+vividness. Size is naturally the most frequent condition for the
+increase of vividness, but only the relative size is decisive. The
+experiment shows that the full-page advertisement in a folio magazine
+does not influence the memory more than the full page in a quarto
+magazine, if the reader is for the time adjusted to the particular
+size. No less important than the size is the originality and the
+unusual form, the vivid color, the skillful use of empty spaces, the
+associative elements, the appeal to humor or to curiosity, to sympathy
+or to antipathy. Every emotion can help to impress the content of the
+advertisement on the involuntary memory. Unusual announcements
+concerning the prices or similar factors move in the same direction.
+
+Together with the question of the apprehension and the vividness of
+the impression, we must acknowledge the frequency of repetition as an
+equally important factor. We know from daily life how an indifferent
+advertisement can force itself on our mind, if it appears daily in the
+same place in the newspaper or is visible on every street corner. But
+the psychologically decisive factor here is not the fact of the mere
+repetition of the impression, but rather the stimulation of the
+attention which results from the repetition. If we remained simply
+passive and received the impression the second and third and fourth
+time with the same indifference with which we noticed it the first
+time, the mere summation would not be sufficient for a strong effect.
+But the second impression makes the consciousness of recognition,
+thus exciting the attention, and through it we now turn actively to
+the repeated impression which forces itself on our memory with
+increased vividness on account of this active personal reaction.
+
+We may consider how such factors can be tested by the psychotechnical
+experiment. Scott, for instance, studied the direct influence of the
+relative size of the advertisements.[50] He constructed a book of a
+hundred pages from advertisements which had been cut from various
+magazines and which referred to many different articles. Fifty persons
+who did not know anything about the purpose of the experiment had to
+glance over the pages of the book as they would look though the
+advertising parts of a monthly. The time which they used for it was
+about ten minutes. As soon as they had gone through the hundred pages,
+they were asked to write down what they remembered. The result from
+this method was that the 50 persons mentioned on an average every
+full-page advertisement 6-1/2 times, every half-page less than 3
+times, every fourth-page a little more than 1 time, and the still
+smaller advertisements only about 1/7 time. This series of experiments
+suggested accordingly that the memory value of a fourth-page
+advertisement is much smaller than one fourth of the memory-value of
+a full-page advertisement, and that of an eighth-page again much
+smaller than one half of the psychical value of a fourth-page. The
+customer who pays for one eighth of a page receives not the eighth
+part, but hardly the twentieth part of the psychical influence which
+is produced by a full page.
+
+These experiments, which were carried on in various forms, demanded as
+a natural supplement a study of the effects of repetition in relation
+to size. This was the object of a series of tests which I carried on
+recently in the Harvard laboratory. I constructed the following
+material: 60 sheets of Bristol board in folio size were covered with
+advertisements which were cut from magazines the size of the "Saturday
+Evening Post" and the "Ladies' Home Journal." We used advertisements
+ranging from full-page to twelfth-page in size. Every one of the 6
+full-page advertisements which we used occurred only once, each of the
+12 half-page advertisements was given 2 times, each of the fourth-page
+size, 4 times, each of the eighth-page size, 8 times, and each of the
+twelfth-page size, 12 times. The repetitions were cut from 12 copies
+of the magazine number. The same advertisement never occurred on the
+same page; every page, unless it was covered by a full-page
+advertisement, offered a combination of various announcements. It is
+evident that by this arrangement every single advertisement occupied
+the same space, as the 8 times repeated eighth-page advertisement
+filled a full page too. Thus no one of the 60 announcements which we
+used was spatially favored above another.
+
+Thirty persons took part in the experiment. Each one had to devote
+himself to the 60 pages in such a way that every page was looked at
+for exactly 20 seconds. Between each two pages was a pause of 3
+seconds, sufficient to allow one sheet to be laid aside and the next
+to be grasped. In 23 minutes the whole series had been gone through,
+and immediately after that every one had to write down what he
+remembered, both the names of the firms and the article announced. In
+the cases where only the name or only the article was correctly
+remembered, the result counted 1/2. We found great individual
+differences, probably not only because the memory of the different
+persons was different, but also because they varied in the degree of
+interest with which they looked at such material. The smallest number
+of reproductions was 18, of which 14 were only half remembered, that
+is, only the name or only the article, and as we counted these half
+reproductions 1/2, the memory-value for this person was counted 11.
+The maximum reproduction was 46, of which 6 were half remembered.
+
+If these calculated values are added and the sum divided by the number
+of participants, that is, 30, and this finally by the number of the
+advertisements shown, that is, 60, we obtain the average memory-value
+of a single advertisement. The results showed that this was 0.44. But
+our real interest referred to the distribution for the advertisements
+of different size. If we make the same calculation, not for the
+totality of the advertisements but for those of a particular size, we
+find that the memory-value for the full-page advertisement was 0.33,
+for the 2 times repeated half-page advertisement, 0.30, for the 4
+times repeated fourth-page advertisement, 0.49, for the 8 times
+repeated eighth-page advertisement, 0.44, and for the 12 times
+repeated twelfth-page advertisement, 0.47. Hence we come to the result
+that the 4 times repeated fourth-page advertisement as 1-1/2 times
+stronger than one offering of a full-page, or the 2 times repeated
+half-page, but that this relation does not grow with a further
+reduction of the size. Two thirds of the subjects were men and one
+third women. On the whole, the same relation exists for both groups,
+but the climax of psychical efficiency was reached in the case of the
+men by the 4 times repeated fourth-page, in the case of the women by
+the 8 times repeated eighth-page. The 4 times repeated fourth-page in
+the case of the women was 0.45, in the case of the men, 0.51, the 8
+times repeated eighth-page, women, 0.53, men, 0.37.
+
+I am inclined to believe that the ascent of the curve of the
+memory-value from the full-page to the fourth-page or eighth-page
+would have been still more continuous, if the whole-page
+advertisements had not naturally been such as are best known to the
+American reader. The whole-page announcement, therefore, had a certain
+natural advantage. But when we come to another calculation, even the
+effect of this advantage is lost. We examined the relations for the
+first 10 names and articles, which every one of the 30 persons wrote
+down. These first 10 were mostly dashed down quickly without special
+thought. They also included only a few half reproductions. When we
+study these 300 answers which the 30 persons wrote as their first 10
+reproductions, and calculate from them the chances which every one of
+the 60 advertisements had for being remembered, we obtain the
+following values: The probability of being remembered among the first
+10 was for the full-page advertisement, 0.5, for the half-page 2 times
+repeated, 1.2, for the fourth-page 4 times repeated, 2.9, for the
+eighth-page 8 times repeated, 2.3, and for the twelfth-page 12 times
+repeated, 2.4. The superiority of repetition over mere size appears
+most impressively in this form, but we see again in this series that
+the effect decreases even with increased number of repetitions as soon
+as the single advertisement sinks below a certain relative size, so
+that the 12 times repeated twelfth-page advertisement does not possess
+the memory-value of the 4 times repeated fourth-page advertisement. If
+Scott's experiments concerning the size and these experiments of mine
+concerning the repetition are right, the memory-value of the
+advertisements for economic purposes is dependent upon complicated
+conditions. A business man who brings out a full-page advertisement
+once in a paper which has 100,000 readers would leave the desired
+memory-impression on a larger number of individuals than if he were to
+print a fourth-page advertisement in four different cities in four
+local papers, each of which has 100,000 readers. But if he uses the
+same paper in one town, he would produce a much greater effect by
+printing a fourth of a page four times than by using a full-page
+advertisement once only.
+
+As a matter of course this would hold true only as far as size and
+repetition are concerned. Many other factors have to be considered
+besides. Some of these could even be studied with our material. We
+could study from our results what memory-value is attached to the
+various forms of type or suggestive words, what influence to
+illustrations, how far they reinforce the impressiveness and how far
+they draw away the attention from the name and the object, how these
+various factors influence men and women differently, and so on. Other
+questions, however, demand entirely different forms of experiment. We
+may examine the effects of special contrast phenomena, of unusual
+background, of irregular borders and original headings. The particular
+position of the advertisement also deserves our psychological
+interest. The magazines receive higher prices for the cover pages and
+the newspapers for advertisements which are surrounded by reading
+matter. In both cases obvious practical motives are decisive. The
+cover page comes into the field of vision more frequently. What is
+surrounded by reading matter is less easily overlooked.
+
+But the newspaper world hardly realizes how much other variations of
+position influence the psychological effect. Starch[51] made
+experiments in which he did not use real advertisements, but
+meaningless syllables so as to exclude the influence of familiarity
+with any announcement. He arranged little booklets, each of 12 pages,
+on which a syllable such as _lod_, _zan_, _mep_, _dut_, _yib_, and so
+on was printed in the middle of each page. Each of his 50 subjects
+glanced over the book and then wrote down what syllables remained in
+memory. He found that the syllables which stood on the first and last
+page were remembered by 34 persons, those on the second and eleventh
+by about 26, and those on the eight other pages by an average of 17
+persons. In the next experiment he printed one syllable in the middle
+of the upper and one in the middle of the lower half of each page. The
+results now showed that of those syllables which were remembered 54
+per cent stood on the upper half and 46 per cent on the lower half of
+the page. Finally, he divided every page into four parts and printed
+one syllable on the middle of each fourth of a page. The results
+showed that of the remembered syllables 28 per cent stood on the
+left-hand upper fourth, 33 per cent on the right-hand upper fourth, 16
+per cent left-hand lower, and 23 per cent right-hand lower. A
+fourth-page advertisement which is printed on the outer side of the
+upper half of the page thus probably has more than twice the
+psychological value of one which is printed on the inner side of the
+lower half. The economic world spends millions every year for
+advertisements on the upper right-hand side and millions for
+advertisements on the lower left-hand side, and is not aware that one
+represents twice the value of the other. These little illustrations
+of advertisement experiments may suffice to indicate how much
+haphazard methods are still prevalent in the whole field of economic
+psychotechnics, methods which would not be tolerated in the sphere of
+physical and chemical technology.
+
+
+
+
+XXI
+
+THE EFFECT OF DISPLAY
+
+
+If we turn from the simple newspaper advertisement to the means of
+propaganda in general, we at once stand before a question which is
+often wrongly answered. The practical handbooks of advertisements and
+means of display treat it as a self-evident fact that every
+presentation should be as beautiful as possible. In the first place,
+we cannot deny that the ugly and even the disgusting possess a strong
+power for attracting attention. Yet it is true that by a transposition
+of feelings the displeasure in the advertisement may easily become a
+displeasure in the advertised object. But, on the other hand, it is
+surely a mistake to believe that pure beauty best fulfills the
+function of the advertisement. Even the draftsman who draws a poster
+ought to give up the ambition to create a perfect picture. It might
+have the power to attract attention, but it would hardly serve its
+true purpose of fixing the attention on the article which is
+advertised by the picture. The very meaning of beauty lies in its
+self-completeness. The beautiful picture rests in itself and does not
+point beyond itself. A really beautiful landscape painting is an end
+in itself, and must not stir up the practical wish to visit the
+landscape which has stimulated the eye of the painter. If the display
+is to serve economic interests, every line and every curve, every form
+and every color, must be subordinated to the task of leading to a
+practical resolution, and to an action, and yet this is exactly the
+opposite of the meaning of art. Art must inhibit action, if it is
+perfect. The artist is not to make us believe that we deal with a real
+object which suggests a practical attitude. The aesthetic forms are
+adjusted to the main aesthetic aim, the inhibition of practical
+desires. The display must be pleasant, tasteful, harmonious, and
+suggestive, but should not be beautiful, if it is to fulfill its
+purpose in the fullest sense. It loses its economic value, if by its
+artistic quality it oversteps the boundaries of that middle region of
+arts and crafts. This of course stands in no contradiction to the
+requirement that the advertised article should be made to appear as
+beautiful as possible. The presentation of something beautiful is not
+necessarily a beautiful presentation, just as a perfectly beautiful
+picture need not have something beautiful as its content. A perfect
+painting may be the picture of a most ugly person.
+
+We have not yet spoken of the suggestive power of the means of
+propaganda. Every one knows the influence on taste and smell, on
+social vanity, on local pride, on the gambling instinct, on the
+instinctive fear of diseases, and above all on the sexual instinct,
+can gain suggestive power. Everywhere among the uncritical masses such
+appeals reach individuals whose psychophysical attitudes make such
+influences vivid and overpowering. Every one knows, too, those often
+clever linguistic forms which are to aid the suggestion. They are to
+inhibit the opposing impulses. The mere use of the imperative, to be
+sure, has gradually become an ineffective, used-up pattern. It is a
+question for special economic psychotechnics to investigate how the
+suggestive strength of a form can be reinforced or weakened by various
+secondary influences. What influence, for example, belongs to the
+electric sign advertisements in which the sudden change from light to
+darkness produces strong psychophysical effects, and what value
+belongs to moving parts in the picture?
+
+The psychologist takes the same interest in the examples of window
+displays, sample distributions, and similar vehicles of commerce by
+which the offered articles themselves and not their mere picture or
+description are to influence the consciousness of the prospective
+customer. Here, too, every element may be isolated and may be brought
+under psychotechnical rules. The most external question would refer to
+the mere quantity of the presented material. The psychologist would
+ask how the mere mass of the offering influences the attention, how
+far the feeling of pleasure in the fullness, how far the aesthetic
+impression of repetition, how far the associative thought of a
+manifold selection, how far the mere spatial expansion, affects the
+impression. In any case, as soon as it is acknowledged as desirable to
+produce with certain objects the impression of the greatest possible
+number, the experimental psychologist stands before the concrete
+problem of how a manifoldness of things is to be distributed so that
+it will not be underestimated, perhaps even overestimated as to
+quantity. Again, the laboratory experiment would not proceed with real
+window displays or real exhibitions, but would work out the principle
+with the simplified experimental means.
+
+An investigation in the Harvard laboratory, for instance, tested the
+influence which various factors have upon the estimation of a number
+of objects seen.[52] The question was how far the form or the size or
+the distribution makes a group of objects appear larger or smaller.
+The experiment was started by showing 20 small cards on a black
+background in comparison with another group of cards the number of
+which varied between 17 and 23. At first the form of these little
+cards was changed: triangles, squares, and circles were tried. Or the
+color was changed: light and dark, saturated and unsaturated colors
+were used. Or the order was varied: sometimes the little cards lay in
+regular rows, sometimes in close clusters, sometimes widely
+distributed, sometimes in quite irregular fashion. Or the background
+was changed, or the surrounding frame, or the time of exposure, and so
+on. Each time the subjects had to estimate whether the second group
+was the larger or equal or the smaller. These experiments indicated
+that such comparative estimation was indeed influenced by every one of
+the factors mentioned. If the experiments show that an irregular
+distribution makes the number appear larger or a close clustering
+reduces the apparent number, and so on, the business man would be
+quite able to profit from such knowledge. The jeweler who shows his
+rings and watches in his window wishes to produce with his small stock
+the impression of an ample supply. He lacks the psychology which might
+teach him whether he would act more wisely in having the rings and the
+watches separated, or whether he should mix the two, whether he ought
+to choose a background which is similar in color or one which
+contrasts with the pieces exhibited, whether he ought to present the
+single object in a special background as in a case, or to show it
+without one. He is not aware that by simple psychological illusions,
+it is not difficult to change the apparent size of an isolated object
+by special treatment, making his show-piece appear larger by a fitting
+background or intentionally making a dainty object appear smaller by
+contrasting surroundings. These, to be sure, are very trivial
+illustrations, but the same fundamental psychological laws which are
+true for the show-window of the next corner store are true for the
+world-display of the nation. The point is to present clearly the idea,
+which can be most simply expressed in such trivial material. But it
+may be added that even in the case of the most indifferent example a
+few hasty experiments with one or two subjects cannot yield any
+results of value.
+
+All parts of physiological psychological optics can contribute similar
+material. The questions of color harmony and color contrast, light
+intensity and mutual support of uniformly colored objects, of
+irradiation, depth and perspective, are significant for an effective
+display in the show-window, and the laboratory results can easily be
+translated into psychotechnical prescriptions. But here it is still
+more necessary to separate carefully the merely optical impression
+from its aesthetic side. All that we claimed as to the poster is still
+more justified for the presentation of the saleable objects
+themselves. As soon as the display of the articles forms a real work
+of art, it must produce inhibitions in the soul of the spectator by
+which the practical economic desire is turned aside. Beauty here too
+has strong power of attraction, and moreover the suggestive power, by
+which it withdraws our senses from the chance surroundings, forces us
+to lose ourselves in the offered presentation. But just through this
+process the content of the display becomes isolated and separated from
+the world of our practical interests. Our desires are brought to
+silence, we do not seek a personal relation to the things which we
+face as admiring spectators, and the intended economic effect is
+therefore eliminated. Whoever is to examine the psychotechnics of
+displays and exhibitions must therefore study the psychology of
+aesthetic stimulation, of suggestion, of the effects of light, color,
+form and movement, of apperception and attention, and ought not to
+forget the psychology of humor and curiosity, of instincts and
+emotions. For us the essential point is that here too the experimental
+psychological method alone is able to lead from mere chance
+arrangements founded on personal taste to the systematic construction
+which secures with the greatest possible certainty the greatest
+possible mental effect in the service of the economic purpose.
+
+The problems of the storekeeper who arranges his windows, however,
+overlap the problems of the manufacturer who prepares his goods for
+the world-market, and who must from the start take care that the outer
+appearance of his goods stimulate the readiness to buy. In factories
+in which these questions have been carefully considered, the
+psychological elements have always been found to be the most
+influential, but often the most puzzling. I received material from a
+number of industrial plants which sold the same article in a variety
+of packings. The material which was sent to me included all kinds of
+soaps and candies, writing-papers and breakfast foods, and other
+articles which are handled by the retailer, the sale of which depends
+upon the inclination and caprice of the customer in the store. For
+every one of these objects a number of external covers and labels were
+sent and with them a confidential report with details about their
+relative success. For instance, a certain kind of chocolate was sold
+under 12 different labels. One of them was highly successful in the
+whole country, and one other had made the same article entirely
+unsaleable. The other 10 could be graded between these extremes. In
+all 12 cases the covers were decorated with pictures of women with a
+scenic background. As long as only aesthetic values were considered,
+all were on nearly the same level, and aesthetically skilled observers
+repeatedly expressed their preference for some of the unsuccessful
+pictures over some of the successful ones. But as soon as an internal
+relation was formed between the pictures and the chocolate, in the one
+case a mental harmony resulted which had strong suggestive power, in
+the other case a certain unrest and inner disturbance which
+necessarily had an inhibiting influence. The picture which was
+unsuccessful with the sweets would perhaps have been eminently
+successful for tobacco. From such elementary starting-points, the
+laboratory experiment might proceed systematically into spheres of
+economic life hitherto untouched by scientific methods. The psychology
+of the influence of external forms on the conscious reactions of the
+masses is so far usually considered only when, as often happens, the
+most fundamental demands are violated; for instance, when objects
+which are to give the impression of ease are painted in colors which
+give a heavy, clumsy appearance, or _vice versa_, when book-bindings
+are lettered in archaic type which makes the reading of the title
+impossible for a passer-by, and in many similar antipsychological
+absurdities which any stroll through the streets of a modern city
+forces on us.
+
+
+
+
+XXII
+
+EXPERIMENTS WITH REFERENCE TO ILLEGAL IMITATION
+
+
+It is perhaps not without interest to turn into a by-path at this
+point of our road. All the illustrations which we have picked out so
+far have referred to strictly economic conditions. But we ought not to
+forget that these economic problems of commerce and industry are
+everywhere in contact with legal interests as well. In order to
+indicate the manifoldness of problems accessible to the experimental
+method, we may discuss our last question, the question of packing and
+of labels, in this legal relation too. All the packings, covers,
+labels, trademarks, and names by which the manufacturer tries to
+stimulate the attention, the imagination, and the suggestibility of
+the customer may easily draw a large part of their psychological
+effectiveness from without, as soon as they imitate the appearance of
+articles which are well introduced and favored in the market. If the
+public is familiar with and favorably inclined toward an article on
+account of its inner values or on account of its being much
+advertised, a similar name or a similar packing may offer efficient
+help to a rival article. The law of course protects the label and the
+deceiving imitation can be prosecuted. But no law can determine by
+general conceptions the exact point at which the similarity becomes
+legally unallowable. This creates a situation which has given rise to
+endless difficulties in practical life.
+
+If everything were forbidden which by its similarity to an accredited
+article might lead to a possible confusion in the mind of the quite
+careless and inattentive customer, any article once in the market
+would have a monopoly in its line. As soon as a typewriter or an
+automobile or a pencil or a mineral water existed, no second kind
+could have access to the market, as with a high degree of carelessness
+one economic rival may be taken for another, even if the new
+typewriter or the new pencil has a new form and color and name. On the
+other side, the purchaser could never have a feeling of security if
+imitations were considered as still legally justifiable when the
+difference is so small that it needs an intense mental effort and
+careful examination of details to notice it.
+
+The result is that the jurisdiction fluctuates between these two
+extremes in a most alarming way, and this seems to hold true in all
+countries. In theory: "There is substantial agreement that
+infringement occurs when the marks, names, labels, or packings of one
+trader resemble those of another sufficiently to make it probable that
+ordinary purchasers, exercising no more care than such persons usually
+do in purchasing the article in question, will be deceived." But it
+depends upon the trade experts and the judges to give meaning to such
+a statement in the particular case, as the amount of care which
+purchasers usually exercise can be understood very differently.
+Sometimes the customer is expected to proceed with an attention which
+is most subtly adjusted to the finest differences, and sometimes it is
+taken for granted that he is unable to notice even strong variations.
+It is clear that this uncertainty which disturbs the whole trade
+cannot be eliminated as long as the psychological background has not
+been systematically studied. Mere talking about the attention of the
+customer, and his ability to decide and select, and of his
+observations and his habits in the spirit of popular common-sense
+psychology, can never secure exact standards and definite demarcation
+lines. The question is important not only where imitations of morally
+doubtful character are in the market. Even the most honest
+manufacturer is in a certain sense obliged to imitate his
+predecessors, as they have directed the taste and habits of the
+public in particular directions, and as the product of his company
+would suffer unnecessarily if he were to disregard this psychical
+attitude of the prospective customers. The economic legal situation
+accordingly suggests the question whether it would not be possible to
+devise methods for an exact measurement of the permissible similarity,
+and this demand for exactitude naturally points to the methods of the
+psychological experiment. E.S. Rogers, Esq., of Chicago, who has
+thoroughly discussed the legal aspect of the problem,[53] first turned
+my attention to the psychological difficulty involved.
+
+When I approached the question in the Harvard psychological
+laboratory, it was clear to me that the degree of attention and
+carefulness which the court may presuppose on the part of the customer
+can never be determined by the psychologist and his experimental
+methods. It would be meaningless, if we tried to discover by
+experiments a particular degree of similarity which every one ought to
+recognize or a particular degree of attention which would be
+sufficient for protection against fraud. Such degrees must always
+remain dependent upon arbitrary decision. They are not settled by
+natural conditions, but are entirely dependent upon social agreement.
+A decision outside of the realm of psychology must fix upon a
+particular degree in the scale of various similarity values as the
+limit which is not to be passed. The aim of the psychologist can be
+only to construct such a scale by which decisions may be made
+comparable and by which standards may become possible. The experiment
+cannot deduce from the study of mental phenomena what degrees of
+similarity ought to be still admissible, but it may be able to develop
+methods by which different degrees of similarity can be discriminated
+and by which a certain similarity value once selected can always be
+found again with objective certainty. After many fruitless efforts I
+settled on the following form of experiments, which I hope may bring
+us nearer to the attainment of the purpose.
+
+A group of objects is observed for a definite time and after a
+definite interval another group of objects is offered for comparison.
+This second group is identical with the first in all but one of the
+objects, and this is replaced by a similar one. The question is how
+often this substitution will be noticed by the observers. I may give
+in detail a characterization of the set of experiments in which we are
+at present engaged. We are working with picture postal cards, using
+many hundred cards of different kinds, but for each one we have one
+or several similar cards. As postal cards are generally manufactured
+in sets, it is not difficult to purchase pairs of pictures with any
+degree of similarity. Two cards with Christmas trees, or two with
+Easter eggs, or two with football players, or two with forest
+landscapes, and so on, may differ all the way from a slight variation
+of color or a hardly noticeable change in the position of details to
+variations which keep the same motive or the same general arrangement,
+but after all make the card strikingly different. The first step is to
+determine for each pair the degree of similarity, on a percentage
+basis. To overcome mere arbitrariness, we ask thirty to forty educated
+persons to express the similarity value, calling identical postal
+cards 100 per cent and two postal cards as different as a colored
+flower piece and a black picture of a street scene O. The average
+value of these judgments is then considered as expressing the
+objective degree of similarity between the two pictures of a pair.
+After securing such standard values, we carry on the experiments in
+the following form. Six different postal cards, for instance, are seen
+on a black background through the opening of a shutter which is closed
+after 5 seconds. The six may be made up of a landscape, a building, a
+head, a genre scene, and so forth. After 20 seconds the same group of
+postal cards is shown once more, except that one is replaced by a
+similar one, instead of one church another church building, or instead
+of a vase with roses a vase with pinks. If the substituted picture has
+the average similarity value of 80 per cent and we make the experiment
+with 10 persons, the substitution may be discovered by 7 persons and
+remain unnoticed by 3. We can now easily vary every one of the factors
+involved. If instead of 6 cards, we take 10, it may be that only 4 out
+of 10 persons, instead of 7, will discover the substitution, while if
+we take 4 cards instead of 6, perhaps 9 persons out of 10 will
+recognize the difference under these otherwise equal conditions. Only
+an especially careless observer will overlook it. But instead of
+changing the number of objects, we may change the periods of exposure.
+If we show the 6 cards only for 2 seconds instead of 5 seconds, the
+number of those who recognize the difference may sink from 7 to 5 or
+4, and if we make the time considerably longer, we shall of course
+reach a point where all 10 will recognize the substitution. The same
+holds true of the shortening or lengthening of the time-interval
+between the two presentations. The third variable factor is the
+similarity itself. If instead of one church, not another church, but a
+theatre or a skyscraper is shown, that is, if the similarity value of
+80 per cent sinks down to a similarity of 60 per cent or 50 per cent,
+the number of those who recognize the substitution will again become
+larger; if, on the other hand, the substituted card shows the same
+church, only from a slightly different angle, bringing the similarity
+value up to 90 per cent or 95 per cent, the number of observers who
+recognize the substitution may sink to 2 or 3. To make the experiments
+reliable, it is also necessary frequently to mix in cases in which no
+substitution at all is introduced.
+
+If these experiments are varied sufficiently and a large mass of
+material brought together, we must be able to secure definite formulae.
+We may find that if the critical card appears among 6 cards, is shown
+for 5 seconds, and the group is again exposed after 20 seconds, 80 per
+cent of the subjects will recognize the substitution of a similar
+card, if the degree of similarity is 30 per cent, but only 60 per cent
+will recognize it if the degree of similarity is 70 per cent, and only
+30 per cent will recognize it if the degree of similarity is 90 per
+cent. These are entirely fictitious figures and are only to indicate
+the principle. If such an exact formula were definitely discovered, we
+should still be unable to say from mere psychological reasoning what
+similarity value is legally permissible. If the rules against
+infringement are interpreted in a very rigorous spirit, it may seem
+desirable to prohibit imitations which are as little similar as those
+postal cards which were graded as 40 per cent in our similarity scale,
+and if the interpretation is a loose one, it may appear permissible to
+have imitations on the market which are as strongly similar as our
+postal cards graded at 80 per cent in our similarity scale. All this
+would have to be left to the lawmakers and to the judges. But what we
+would have gained is this. We could say: if our object exposed for 5
+seconds in a group of 6 other objects is replaced after an interval of
+20 seconds by an imitation and this change is recognized by 8 persons
+among 10, the degree of similarity is 30 per cent and if it is
+recognized by 3 out of 10 subjects, the degree of similarity is 90 per
+cent. In short, from any percentage of subjects who under these
+conditions discovered the substitution, we could determine the degree
+of similarity, independent of any individual arbitrariness. If such
+methods were accepted by the trade and the courts, it would only be
+necessary, to agree on the percentage of similarity which ought to be
+permitted, and all uncertainty would disappear. There would be no
+wrangling of opposing interests; it would be possible to find out
+whether the permitted limit were overstepped or not with an
+exactitude similar to that with which the weight or the chemical
+constitution of a trade commodity is examined. Certainly the
+experiment establishes here conditions which are very different from
+those of practical life. The customer who wants to buy a particular
+picture postal card which he saw once before and to whom the salesman
+offers a similar one, suggesting that it is the same, is facing only
+one card and not a group of six. But in practical life the card which
+be has seen was not observed with the definite intention of keeping
+the memory picture in mind, and months may have passed since it was
+seen. The memory picture which the customer has in his consciousness
+when he seeks the particular card is much weakened by this
+circumstance too. We secure this weakening artificially by the
+arrangement of the experiment in placing the card in a group of six or
+ten and exposing them for a few seconds only. The force of attention
+and the corresponding memory-value are by this distribution diminished
+in a definite degree in the case of every single card.
+
+The investigation must include a careful study of the size of the
+groups, of the time-relations, of the percentage of correct answers,
+all under the point of view of greatest fitness for practical
+application. In the Harvard laboratory the research has been carried
+on partly with such picture material, partly with word material, and
+partly with concrete objects.[54] Whatever the details of the outcome
+may be, we hope that the work will lead to results which may, indeed,
+make such a psychotechnical use possible. Its principles and formulae
+might easily be adjusted to any marketable material. As a matter of
+course, if in future the courts were ever to accept such
+psychological, experimental methods, it would be intolerable
+dilettantism if such experiments were carried on by lawyers and
+district attorneys. It is as true of this economic legal question as
+of many other legal psychological problems that its introduction into
+the courtroom can become desirable only when psychological experts are
+engaged and called in the same way as chemical or medical experts are
+invited to the court. On the other hand, there is surely not the
+slightest desire on the part of psychologists to be dragged into
+humiliating performances like those which not only handwriting
+experts, but even psychiatric specialists have had to undergo
+repeatedly in sensational court trials. The day for the expert
+activity in the courtroom will came for the psychologist only when the
+country has attached the expert to the court and has eliminated the
+expert retained by the plaintiff or the defendant. But this general
+practical question as to the position of the psychologist in the
+courtroom and as to the need of a psychological laboratory in
+connection with the courts would lead us too far aside.
+
+
+
+
+XXIII
+
+BUYING AND SELLING
+
+
+The effects which we have studied so far were produced by inanimate
+objects, posters or displays, advertisements or labels and packings.
+The economic psychotechnics of the future will surely study with
+similar methods the effects of the living commercial agencies.
+Experiments will trace the exact effects which the salesman or
+customer may produce. But here not even a modest beginning can be
+discovered, and it would be difficult to mention a single example of
+experimental research. The desired psychological influences of the
+salesman are not quite dissimilar to those of the printed means of
+propaganda. Here, too, it is essential to turn the attention of the
+customer to different points, to awaken a vivid favorable impression,
+to emphasize the advantages of the goods, to throw full light on them,
+and finally to influence the will-decision either by convincing
+arguments or by persuasion and suggestion. In either case the point is
+to enhance the impulse to buy and to suppress the opposing ideas. Yet
+every one of these factors, when it starts from a man and not from a
+thing or paper, changes its form. The influence becomes narrower, it
+is directed toward a smaller number of persons; but, on the other
+hand, it gains just by the new possibility of individualization. The
+salesman in the store or the commercial traveler adjusts himself to
+the wishes, reactions, and replies of the buyer. Above all, when it
+becomes necessary to direct the attention to the decisive points, the
+personal agent has the possibility of developing the whole process
+through a series of stages so that the attention slowly becomes
+focused on one definite point. The salesman observes at first only the
+general limits of the interest of the customer as far as it is
+indicated by his reactions, but slowly he can find out in this whole
+field the region of strongest desires. As soon as he has discovered
+this narrower region in which the prospects of success seem to be
+greatest, he can systematically eliminate everything which distracts
+and scatters the attention. He can discover whether the psyche of the
+individual with whom he is dealing can be influenced more strongly by
+logical arguments or by suggestion, and how far he may calculate on
+the pleasure instincts, on the excitement of emotions, on the impulse
+to imitate, on the natural vanity, on the desire for saving, and on
+the longing for luxury. In every one of these directions the whole
+play of human suggestion may be helpful. The voice may win or destroy
+confidence, the statement may by its firmness overcome counter-motives
+or by its uncertainty reinforce them. Even hand or arm movements by
+their motor suggestion may focus the desires of the customers, while
+unskillful, erratic movements may scatter the attention and lead to an
+inner oscillation of the will to buy.
+
+At every one of these points the psychological experiment may find a
+foothold, and only through such methodological study can the haphazard
+proceedings of the commercial world be transformed into really
+economic schemes. Indeed, it seems nothing but chance that just this
+field is controlled by chance alone. The enormous social interplay of
+energies which are discharged in the selling and buying of the
+millions becomes utterly planless as soon as salesman and customer
+come into contact, and this tremendous waste of energy cannot appear
+desirable for any possible interest of civilization. The time alone
+which is wasted by useless psychophysical operations in front of and
+behind the counter represents a gigantic part of the national budget.
+Even the complaints about the long working day of the salesgirls might
+be eliminated from the debit account of the national ledger, if the
+commercial companies could study the psychical processes in selling
+and buying with the same carefulness with which they analyze all
+details in preparing the stock and fixing the prices. In the army or
+in the fire department, in the railroad service, and even in the
+factory, all necessary activities are so arranged that as far as
+possible the greatest achievement is secured by the smallest amount of
+energy. But when the hundreds of millions of customers in the
+civilized world want to satisfy their economic demands in the stores,
+the whole dissolves into a flood of talk, because no one has taken the
+trouble to examine scientifically the psychotechnics of selling and to
+put it on a firm psychological foundation.
+
+The idea of scientific management must be extended from the industrial
+concerns to the commercial establishments. The questioning and
+answering, the showing and replacing of the goods, the demonstrating
+and suggesting by the salesmen, must be brought into an economic
+system which saves time and energy, as has been tried with the laborer
+in the factory. Wherever economic processes are carried out with
+superfluous, haphazard movements, the national resources have to
+suffer a loss. The single individual can never find the ideal form of
+motion and the ideal process by mere instinct. A systematic
+investigation is needed to determine the way to the greatest saving
+of energy, and the result ought to be made a binding rule for every
+apprentice. How the smallest influences grow by summation may be
+illustrated by the experience of a large department store, in which
+the expense for delivery of the articles sold was felt as too large an
+item in the budget. The hundreds of saleswomen therefore received the
+order after every sale of moderate-sized articles not to ask, as
+before, "May we send it to you?" but instead, "Will you take it with
+you?" Probably none of the many thousand daily customers observed the
+difference, the more as it was indifferent to most of them whether
+they took the little package home themselves or not. In cases in which
+it was inconvenient, they would anyhow oppose the suggestion and
+insist that the purchase be sent to them. Yet it is claimed that this
+hardly noticeable suggestion led to a considerable saving in the
+following year, distinctly felt in the budget of the whole
+establishment.
+
+We must not forget, however, that the process of buying deserves the
+same psychological interest as that of selling. If psychotechnics is
+to be put into the service of a valuable economic task, the goal
+cannot possibly be to devise schemes by which the customer may easily
+be trapped. The purpose of science cannot be to help any one to sell
+articles to a man who does not need them and who would regret the
+purchase after quiet thought. The applied psychologist should help the
+prospective buyer no less, and must protect him so that his true
+intention may become realized in the economic process. Otherwise
+through his suggestibility, the determining idea of his goal might
+fade in his consciousness and the appeal to his vanity or to his
+instincts might awaken an anti-economic desire which he would be too
+weak to inhibit. The salesman must know how to use arguments and
+suggestions and how to make them effective,[55] but the customer too
+must know how to see through a misleading argument and how to resist
+mere suggestion.
+
+The postulate that the psychical factors in commercial life are to be
+carefully regarded is repeated in more complex form in the wholesale
+business and in the stock exchange. It is a perfectly justified and
+consistent thought which recently led a large credit bureau to an
+effort to base its information on psychological analysis. It is well
+known that there are bureaus in which the ledger experiences of a
+large circle of companies in the same commercial line are collected,
+tabulated, and recorded, thus affording an automatic review of the
+occurrences, focusing early attention on doubtful accounts and
+pointing out weaknesses in the customers' conditions, as they
+develop, as well as evidences of prosperity. The ledger experience
+which a single company has with all its customers is tabulated without
+revealing its identity to the associates, who get reports containing
+it, and the many combined ledgers become a valuable guide. Yet all
+such methods can show only actual movements in the market, and cannot
+allow the prospects of future development to be determined, simply
+because they cannot take into account the personal equations. Only an
+acquaintance with the character and the temperament, the intelligence
+and the habits, the energy and the weakness, of the head of a firm can
+tell us whether the company, even with satisfactory resources, may go
+down, or whether, even though embarrassed, it may hold out. The
+psychological pioneer, therefore, aims not only toward an exchange of
+ledger accounts, but toward a real psychological diagnosis and
+prognosis. If a member of a firm is personally known to some scores of
+business men who have had commercial dealings with him, and each one
+of them, without disclosing his identity to any one but the central
+bureau, sends to it a statement of personal impressions, a composite
+picture of the mental physiognomy can be worked out. Of course all
+this has been often done in the terms of popular psychology and in a
+haphazard, amateurish way. The new plan is to arrange the questions
+systematically under the point of view of scientific descriptive
+psychology. Regular psychograms, in which the probability of a
+particular kind of behavior is to be determined in an exact percentage
+calculation, are to replace the traditional vagueness, as soon as a
+sufficient number of reliable answers have been tabulated.
+
+Commercial life as a whole finds its contact with psychology, of
+course, not only in the problem of how to secure the best mental
+effect. Those other questions which we have discussed essentially with
+reference to factory life and industrial concerns, namely, how the
+best man and the best work are to be secured, recur in the circle of
+commercial endeavors. It seems, indeed, most desirable to devise
+psychological tests by which the ability to be a successful salesman
+or saleswoman may be determined at an early stage. The lamentable
+shifting of the employees in all commercial spheres, with its
+injurious social consequences, would then be unnecessary, and both
+employers and employees would profit. Moreover, like the selection of
+the men, the means of securing the most satisfactory work from them,
+has also so far been left entirely to common sense. Commercial work
+stands under an abundance of varying conditions, and each may have
+influences the isolated effects of which are not known, because they
+have not been studied in that systematic form which only the
+experiment can establish. The popular literature on this whole group
+of subjects is extensive, and in its expansion corresponds to the
+widespread demand for real information and advice to the salesman. But
+hardly any part of the literature in the borderland regions of
+economics is so disappointing in its vagueness, emptiness, and
+helplessness. Experimental psychology has nothing with which to
+replace it to-day, but it can at least show the direction from which
+decisive help may be expected in future.
+
+
+
+
+XXIV
+
+THE FUTURE DEVELOPMENT OF ECONOMIC PSYCHOLOGY
+
+
+Here we may stop. From those elementary questions concerning the
+mental effects, the path would quickly lead to questions of gravest
+importance. What is the mental effect which the economic labor
+produces in the laborer himself? How do economic movements influence
+the mind of the community? How far do non-economic factors produce
+effects on the psychical mechanism of the economic agents? But it
+would be idle to claim to-day for exact psychology, with its methods
+of causal thought, regions in which so far popular psychology, with
+its methods of purposive thought, is still sovereign. Our aim
+certainly was not to review the totality of possible problems related
+to economic efficiency, but merely to demonstrate the principles and
+the methods of experimental economic psychology by a few
+characteristic illustrations. As all the examples which we selected
+were chosen only in order to make clear the characteristic point of
+view of psychotechnics, it is unimportant whether the particular
+results will stand the test of further experimental investigations,
+or will have to be modified by new researches. What is needed to-day
+is not to distribute the results so far reached as if they were parts
+of a definite knowledge, but only to emphasize that the little which
+has been accomplished should encourage continuous effort. To stimulate
+such further work is the only purpose of this sketch.
+
+This further work will have to be a work of cooeperation. The nature of
+this problem demands a relatively large number of persons for the
+experimental treatment. With most experimental researches in our
+psychological laboratories, the number of the subjects experimented on
+is not so important as the number of experiments made with a few
+well-trained participants. But with the questions of applied
+psychology the number of persons plays a much more significant role,
+as the individual differences become of greatest importance. The same
+problems ought therefore to be studied in various places, so that the
+results may be exchanged and compared. Moreover, these psychological
+economic investigations naturally lead beyond the possibilities of the
+university laboratories. To a certain degree this was true of other
+parts of applied psychology as well. Educational and medical
+experimental psychology could not reach their fullest productivity
+until the experiment was systematically carried into the schoolroom
+and the psychiatric clinic. But the classroom and the hospital are
+relatively accessible places for the scientific worker, as both are
+anyhow conducted under a scientific point of view. The teacher and the
+physician can easily learn to perform valuable experiments with school
+children or with patients. This favorable condition is lacking in the
+workshop and the factory, in the banks and the markets. The academic
+psychologist will be able to undertake work there only with a very
+disturbing expenditure of time and only under exceptional conditions.
+If such experiments, for instance, with laborers in a factory or
+employees of a railway are to advance beyond the faint first efforts
+of to-day and are really to become serviceable to the cultural
+progress of our time with effective completeness, they ought not to
+remain an accidental appendix to the theoretical laboratories. Either
+the universities must create special laboratories for applied
+psychology or independent research institutes must be founded which
+attack the new concrete problems under the point of view of national
+political economy. Experimental workshops could be created which are
+really adjusted to the special practical needs and to which a
+sufficiently large number of persons could be drawn for the
+systematic researches. The ideal solution for the United States would
+be a governmental bureau for applied psychology, with special
+reference to the psychology of commerce and industry, similar to the
+model agricultural stations all over the land under the Department of
+Agriculture.
+
+Only when such a broad foundation has been secured will the time be
+ripe to carry the method systematically into the daily work. The aim
+will never be for real experimental researches to be performed by the
+foreman in the workshop or by the superintendent in the factory. But
+slowly a certain acknowledged system of rules and prescriptions may be
+worked out which may be used as patterns, and which will not
+presuppose any scientific knowledge, any more than an understanding of
+the principles of electricity is necessary for one who uses the
+telephone. But besides the rigid rules which any one may apply,
+particular prescriptions will be needed fitting the special situation.
+This leads to the demand for the large establishments to appoint
+professionally trained psychologists who will devote their services to
+the psychological problems of the special industrial plant. There are
+many factories that have scores of scientifically trained chemists or
+physicists at work, but who would consider it an unproductive luxury
+to appoint a scientifically schooled experimental psychologist to
+their staff. And yet his observations and researches might become
+economically the most important factor. Similar expectations might be
+justified for the large department stores and especially for the big
+transportation companies. In smaller dimensions the same real needs
+exist in the ordinary workshop and store. It is obvious that the
+professional consulting psychologist would satisfy these needs most
+directly, and if such a new group of engineers were to enter into
+industrial life, very soon a further specialization might be expected.
+Some of these psychological engineers would devote themselves to the
+problems of vocational selection and appointment; others would
+specialize on questions of advertisement and display and propaganda; a
+third group on problems of fatigue, efficiency, and recreation; a
+fourth on the psychological demands for the arrangement of the
+machines; and every day would give rise to new divisions. Such a
+well-schooled specialist, if he spent a few hours in a workshop or a
+few days in a factory, could submit propositions which might refer
+exclusively to the psychological factors and yet which might be more
+important for the earning and the profit of the establishment than the
+mere buying of new machines or the mere increase in the number of
+laborers.
+
+No one can deny that such a transition must be burdened with difficult
+complications and even with dangers; and still less will any one doubt
+that it may be caricatured. One who demands that a chauffeur or a
+motorman of an electric railway be examined as to his psychical
+abilities by systematic psychological methods, so that accidents may
+be avoided, does not necessarily demand that a congressman or a
+cabinet minister or a candidate for marriage be tested too by
+psychological laboratory experiments, as the witty ones have proposed.
+And one who believes that the work in the factory ought to be studied
+with reference to the smallest possible expenditure of psychical
+impulses is not convinced that the same experimental methods will be
+necessary for the functions of eating and drinking and love-making, as
+has been suggested.
+
+And if it is true that difficulties and discomforts are to be feared
+during the transition period, they should be more than outweighed by
+the splendid betterments to be hoped for. We must not forget that the
+increase of industrial efficiency by future psychological adaptation
+and by improvement of the psychophysical conditions is not only in the
+interest of the employers, but still more of the employees; their
+working time can be reduced, their wages increased, their level of
+life raised. And above all, still more important than the naked
+commercial profit on both sides, is the cultural gain which will come
+to the total economic life of the nation, as soon as every one can be
+brought to the place where his best energies may be unfolded and his
+greatest personal satisfaction secured. The economic experimental
+psychology offers no more inspiring idea than this adjustment of work
+and psyche by which mental dissatisfaction in the work, mental
+depression and discouragement, may be replaced in our social community
+by overflowing joy and perfect inner harmony.
+
+
+THE END
+
+
+
+
+NOTES
+
+
+[1] The fullest account of the modern studies on individual
+differences is to be found in: William Stern: Die differentielle
+Psychologie in ihren methodischen Grundlagen. (Leipzig, 1911.)
+
+[2] The practical applications of psychology in education, law, and
+medicine, I have discussed in detail in the books: Muensterberg:
+Psychology and the Teacher. (New York, 1910.) Muensterberg: On the
+Witness Stand. (New York, 1908.) (English edition under the title:
+Psychology and Crime.) Muensterberg: Psychotherapy (New York, 1909.)
+
+[3] Frank Parsons: Choosing a Vocation. (Boston, 1909.)
+
+[4] M. Bloomfield: The Vocational Guidance of Youth. (Boston, 1911.)
+
+[5] Vocations for Boys. (Issued by the Vocation Bureau of Boston.
+1912.) Vocations for Boston Girls. (Issued by the Girls' Trade
+Education League. 1911.) Bulletins of Vocation Series. (Issued by the
+Women's Educational and Industrial Union. 1911.)
+
+[6] F.W. Taylor: The Principles of Scientific Management. (New York,
+1911.) H.L. Gantt: Work, Wages, and Profits. (New York, 1912.) And the
+books of Emerson, Gilbreth, Goldmark, etc., to be mentioned later.
+
+[7] H. Emerson: Efficiency as a Basis for Operation and Wages. (New
+York, 1912, p. 107.)
+
+[8] H. Emerson: The Twelve Principles of Efficiency. (New York, 1912,
+p. 176.)
+
+[9] H Emerson: The Twelve Principles, p. 156.
+
+[10] H. Emerson: The Twelve Principles, p. 177.
+
+[11] F.W. Taylor: The Principles of Scientific Management, pp. 86-97.
+
+[12] The experiments are being conducted and will be published by Mr.
+J.W. Bridges.
+
+[13] Investigation of Telephone Companies: Bureau of Labor.
+(Washington, Government Printing Office, 1910.)
+
+[14] Ries: Beitraege zur Methodik der Intelligenzpruefung. (Zeitschrift
+fuer Psychologie, 1910, vol. 56.)
+
+[15] For a survey of a large number of such tests and bibliography,
+compare: G.M. Whipple: Manual of Mental and Physical Tests.
+(Baltimore, 1911.)
+
+[16] F.L. Wells: The Relation of Practice to Individual Differences.
+(American Journal of Psychology, 1912, vol. 23, pp. 75-88.)
+
+[17] M. Bernays: Auslese und Anpassung der Arbeiterschaft der
+geschlossenen Grossindustrie, dargestellt an den Verhaeltnissen der
+Gladbacher Spinnerei und Weberei. (Leipzig, 1910, p. 337.)
+
+[18] H.C. McComas: Some Types of Attention. (Psychological Review
+Monographs, vol. 13, 3, 1911.)
+
+[19] Max Weber: Zur Psychophysik der industriellen Arbeit. (Archiv fuer
+Sozialwissenschaft und Sozialpolitik, 1908 and 1909, vols. 27 and 28.)
+
+[20] Bryan and Harter: Studies in the Telegraphic Language.
+(Psychological Review, vol. 4.)
+
+[21] W.F. Book: The Psychology of Skill. (University of Montana,
+Publications in Psychology, 1910.)
+
+[22] H. Muensterberg: Beitraege zur experimentellen Psychologie. (Book
+iv, 1892.)
+
+[23] A.J. Culler: Interference and Adaptability. (Archives of
+Psychology, 1912.)
+
+[24] The experiments are being conducted and will be published by Mr.
+L.W. Kline.
+
+[25] Adolf Gerson: Die physiologischen Grundlagen der Arbeitsteilung.
+(Zeitschrift fuer Sozialwissenschaft, 1907.)
+
+[26] Karl Buecher: Arbeit und Rhythmus. (Fourth Edition, Leipzig, 1909,
+p. 438.)
+
+[27] Frank G. Gilbreth: Motion Study. (New York, 1911.)
+
+[28] Taylor: The Principles of Scientific Management. (New York, 1911,
+p. 71.)
+
+[29] The experiments are being conducted and will be published by Mr.
+E.R. Riesen.
+
+[30] R. Herbertz: Zur Psychologie des Maschinenschreibens.
+(Zeitschrift fuer angewandte Psychologie, 1908, vol. 2, p. 551.)
+
+[31] C.L. Vaughan: The Moter Power of Complexity. (Harvard
+Psychological Studies, vol. 2, 1906, p. 527.)
+
+[32] G.M. Stratton: Some Experiments in the Perception of the
+Movement, Color, and Direction of Lights. (Psychological Review
+Monographs, vol. 10, 1908.)
+
+[33] The experiments are being conducted and will be published by Miss
+L.M. Seeley.
+
+[34] H. Muensterberg: Beitraege sur experimentellen Psychologie. (Book
+iv, 1892.)
+
+[35] R.S. Woodworth: Accuracy of Voluntary Movement. (Psychological
+Review Monographs, vol. 8, 1899.)
+
+[36] B.A. Lenfest: The Accuracy of Linear Movement. (Harvard
+Psychological Studies, vol. 2, 1906.)
+
+[37] Ranschburg: Ueber die Bedeutung der Aehnlichkeit beim Erlernen,
+Behalten und bei der Reproduktion. (Journal fuer Psychologie und
+Neurologie, vol. 6.) Ranschburg: Zeitschrift fuer Psychologie und
+Physiologie der Sinnesorgane. (Vol. 80, 1902.)
+
+[38] H. Kleinknecht: The Interference of Optical Stimuli. (Harvard
+Psychological Studies, vol. 2, 1906.)
+
+[39] The experiments are being conducted and will be published by Miss
+O.E. Martin.
+
+[40] Henry P. Kendall: Unsystematized, Systematized, and Scientific
+Management. (In Addresses and Discussions at the Conference on
+Scientific Management held at Dartmouth College, 1912.)
+
+[41] Ernst Abbe: Gesammelte Abhandlungen. (Jena, 1908, vol. 3, p.
+206.)
+
+[42] A full survey of the problem and its literature is contained in:
+Josephine Goldmark: Fatigue and Efficiency. (New York, 1912.)
+
+[43] F.W. Taylor: The Principles of Scientific Management. (New York,
+1911, p. 58.)
+
+[44] W. Hellpach: Die geopsychischen Erscheinungen, Wetter, Klima und
+Landschaft und ihr Einfluss auf das Seelenleben (Leipzig, 1911 p.
+176-212.)
+
+[45] Aschaffenburg: Praktische Arbeit unter Alkoholwirkung
+(Psychologische Arbeiten--Kraepelin, vol 1, 1906.)
+
+[46] Hildebrand Die Beeinflussung der Willenskraft durch den Alkohol
+(Koenigsberg, 1910.)
+
+[47] For the scientific facts concerning alcohol and bibliography
+compare Hugo Hoppe: Die Tatsachen ueber den Alkohol (Munich, 1912.)
+
+[48] H.L. Hollingworth: The Influence of Caffein on Mental and Motor
+Efficiency. (New York, 1912.)
+
+[49] Levenstein: Die Arbeiterfrage. (Munich, 1912.)
+
+[50] W.D. Scott: The Psychology of Advertising. (Boston, 1908, p.
+166.)
+
+[51] D. Starch: Psychology of Preferred Positions. (Judicious
+Advertising, New York, November, 1909.)
+
+[52] C.T. Burnett: The Estimation of Number. (Harvard Psychological
+Studies, vol. 2, p. 349.)
+
+[53] E.S. Rogers: The Unwary Purchaser: A Study in the Psychology of
+Trade Mark Infringement. (Michigan Law Review, vol. 8, 1910.)
+
+[54] The experiments are being conducted and will be published by Mr.
+G.A. Feingold.
+
+[55] W.D. Scott: Influencing Men in Business. (New York, 1911.)
+
+
+
+
+INDEX
+
+
+Abstinence, 230.
+
+Accidents, 63, 66, 76, 213, 224.
+
+Adjustment, 35, 158.
+
+Advertisement, 255.
+
+Alcohol, 225, 227.
+
+Analysis, 47, 123.
+
+Apperception, 266.
+
+Applied psychology, 5, 10, 15, 304.
+
+Appointment, 116.
+
+Apprentice, 145.
+
+Arguments, 295.
+
+Art, 273.
+
+Artificial track, 71.
+
+Association, 105, 156.
+
+Attention, 21, 66, 101, 106, 135, 197, 206, 284.
+
+Attitude, 68, 75.
+
+
+Beauty, 272, 278.
+
+Beginner, 182.
+
+Buying, 294.
+
+
+Caffein, 232.
+
+Capitalism, 143.
+
+Card test, 87.
+
+Choice of vocation, 32, 34.
+
+Color blindness, 30, 57.
+
+Complication, 84.
+
+Concentration, 136.
+
+Confession, 18.
+
+Consciousness, 247.
+
+Conservation, 38.
+
+Consulting psychologist, 307.
+
+Conversation, 208.
+
+Counting, 175.
+
+Correlation, 134.
+
+Court, 292.
+
+Credit bureau, 299.
+
+Criminal, 14.
+
+Customer, 298.
+
+
+Decision, 85, 94.
+
+Discrimination, 74.
+
+Display, 272.
+
+Dispositions, 27, 125, 170.
+
+Distraction, 206.
+
+Distribution, 276.
+
+Disturbances, 210.
+
+Division of labor, 28, 51, 191.
+
+Dynamogenic, 173.
+
+
+Economics, 19, 243, 250.
+
+Educational psychology, 11.
+
+Efficiency, 50, 144, 158, 180, 190, 223, 225.
+
+Effort, 161.
+
+Electric railway, 63, 69, 180.
+
+Energy, 175.
+
+Entertainment, 233.
+
+Ergograph, 149.
+
+Exactitude, 186.
+
+Examinations, 29.
+
+Excitability, 226.
+
+Experimental psychology, 4, 57, 251.
+
+Expert, 292.
+
+
+Factory, 122, 191, 212, 233, 279, 306.
+
+Failure, 35.
+
+Fatigue, 63, 180, 192, 206, 211, 218.
+
+Feeling, 147, 157, 253.
+
+Fitness, 53, 60, 116.
+
+Foresight, 64.
+
+
+Grading, 103, 107.
+
+Groups, 129.
+
+
+Habits, 150, 182.
+
+Handwriting, 134.
+
+History, 248.
+
+Household, 177.
+
+
+Illusions, 277.
+
+Imagination, 66.
+
+Imitation, 236, 282.
+
+Inclination, 126.
+
+Individual differences, 8, 10, 28, 82, 125, 129, 199, 222.
+
+Industrial experiments, 67.
+
+Industry, 59, 160, 191.
+
+Inhibition, 84, 162, 176, 203.
+
+Injuries, 213.
+
+Intelligence, 102.
+
+Interest, 194.
+
+Interference, 154.
+
+Interruption, 183.
+
+Intuition, 53.
+
+
+Jurisdiction, 283.
+
+
+Labels, 279, 282.
+
+Labor legislation, 63.
+
+Learning, 141, 147.
+
+Legal psychology, 14, 282.
+
+Localization of sound, 95.
+
+Locomotives, 176.
+
+Logic, 248.
+
+
+Machine, 160, 162.
+
+Mason, 164.
+
+Meaning, 247.
+
+Medical psychology, 12.
+
+Memory, 101, 147, 171, 226, 227, 259.
+
+Methods, 148.
+
+Mills, 117.
+
+Miniature models, 67.
+
+Monotony, 190, 198.
+
+Motormen, 63, 74.
+
+Movement, 145, 161, 169, 180, 185.
+
+Muscles, 160.
+
+
+Nationality, 130.
+
+Nervous disease, 13.
+
+Newspaper, 259.
+
+Noise, 173.
+
+Number, 275.
+
+Numerical results, 77.
+
+
+Optics, 277.
+
+Organization, 154.
+
+
+Packing, 282.
+
+Pauses, 214.
+
+Pedagogy, 11, 146.
+
+Personality, 112.
+
+Position, 269.
+
+Postal cards, 286.
+
+Prejudices, 133.
+
+Psychiatry, 12.
+
+Psychological laboratories, 5, 45, 257, 304.
+
+Psychophysical law, 252.
+
+Psychotechnics, 17.
+
+
+Qualities, 27.
+
+Questionnaires, 43.
+
+
+Race, 130.
+
+Rapidity, 187.
+
+Reaction-time, 54, 65.
+
+Recognition, 268.
+
+Repetition, 148, 162, 192, 262.
+
+Rest, 217.
+
+Rhythm, 162, 187.
+
+
+Salesman, 294.
+
+Satisfaction, 248.
+
+Saving, 165, 184.
+
+School, 128, 146, 219.
+
+Scientific management, 49, 159, 164, 168, 297.
+
+Selection, 51.
+
+Self-knowledge, 30, 44.
+
+Self-observation, 45.
+
+Selling, 294.
+
+Sewing, 178.
+
+Sex, 132.
+
+Shifting, 118.
+
+Ship models, 67.
+
+Ship service, 83.
+
+Shoveling, 166.
+
+Signals, 176.
+
+Similarity, 283, 286.
+
+Size, 261.
+
+Sleep, 224.
+
+Social influences, 221.
+
+Speed, 169, 233.
+
+Subdivision, 22.
+
+Suggestion, 274, 295.
+
+
+Task, 237.
+
+Technical sciences, 17.
+
+Technique, 158, 161.
+
+Telegraphy, 150.
+
+Telephone Service, 97.
+
+Temperature, 223.
+
+Tests, 76, 80, 105, 111.
+
+Trade Unions, 50.
+
+Training, 125, 141, 150.
+
+Type-setting, 124.
+
+Typewriting, 151, 170.
+
+
+Uncertainty, 284.
+
+Unfitness, 31.
+
+Uniformity, 193. 199.
+
+
+Values, 245.
+
+Visibility, 172.
+
+Vividness, 261.
+
+Vocation, 32, 40, 58.
+
+Vocational counselor, 41.
+
+Vocational guidance, 37, 48.
+
+
+Wages, 127, 165, 195, 235.
+
+Waste, 38, 145, 160.
+
+Will-impulse, 149, 227.
+
+Witness, 14.
+
+Women, 132, 161.
+
+Working-day, 212, 296.
+
+
+
+
+
+
+End of the Project Gutenberg EBook of Psychology and Industrial Efficiency
+by Hugo Muensterberg
+
+*** END OF THIS PROJECT GUTENBERG EBOOK PSYCHOLOGY AND INDUSTRIAL EFFICIENCY ***
+
+***** This file should be named 15154.txt or 15154.zip *****
+This and all associated files of various formats will be found in:
+ https://www.gutenberg.org/1/5/1/5/15154/
+
+Produced by Rick Niles, Karen Dalrymple, and the Online Distributed
+Proofreading Team.
+
+
+Updated editions will replace the previous one--the old editions
+will be renamed.
+
+Creating the works from public domain print editions means that no
+one owns a United States copyright in these works, so the Foundation
+(and you!) can copy and distribute it in the United States without
+permission and without paying copyright royalties. Special rules,
+set forth in the General Terms of Use part of this license, apply to
+copying and distributing Project Gutenberg-tm electronic works to
+protect the PROJECT GUTENBERG-tm concept and trademark. Project
+Gutenberg is a registered trademark, and may not be used if you
+charge for the eBooks, unless you receive specific permission. If you
+do not charge anything for copies of this eBook, complying with the
+rules is very easy. You may use this eBook for nearly any purpose
+such as creation of derivative works, reports, performances and
+research. They may be modified and printed and given away--you may do
+practically ANYTHING with public domain eBooks. Redistribution is
+subject to the trademark license, especially commercial
+redistribution.
+
+
+
+*** START: FULL LICENSE ***
+
+THE FULL PROJECT GUTENBERG LICENSE
+PLEASE READ THIS BEFORE YOU DISTRIBUTE OR USE THIS WORK
+
+To protect the Project Gutenberg-tm mission of promoting the free
+distribution of electronic works, by using or distributing this work
+(or any other work associated in any way with the phrase "Project
+Gutenberg"), you agree to comply with all the terms of the Full Project
+Gutenberg-tm License (available with this file or online at
+https://gutenberg.org/license).
+
+
+Section 1. General Terms of Use and Redistributing Project Gutenberg-tm
+electronic works
+
+1.A. By reading or using any part of this Project Gutenberg-tm
+electronic work, you indicate that you have read, understand, agree to
+and accept all the terms of this license and intellectual property
+(trademark/copyright) agreement. If you do not agree to abide by all
+the terms of this agreement, you must cease using and return or destroy
+all copies of Project Gutenberg-tm electronic works in your possession.
+If you paid a fee for obtaining a copy of or access to a Project
+Gutenberg-tm electronic work and you do not agree to be bound by the
+terms of this agreement, you may obtain a refund from the person or
+entity to whom you paid the fee as set forth in paragraph 1.E.8.
+
+1.B. "Project Gutenberg" is a registered trademark. It may only be
+used on or associated in any way with an electronic work by people who
+agree to be bound by the terms of this agreement. There are a few
+things that you can do with most Project Gutenberg-tm electronic works
+even without complying with the full terms of this agreement. See
+paragraph 1.C below. There are a lot of things you can do with Project
+Gutenberg-tm electronic works if you follow the terms of this agreement
+and help preserve free future access to Project Gutenberg-tm electronic
+works. See paragraph 1.E below.
+
+1.C. The Project Gutenberg Literary Archive Foundation ("the Foundation"
+or PGLAF), owns a compilation copyright in the collection of Project
+Gutenberg-tm electronic works. Nearly all the individual works in the
+collection are in the public domain in the United States. If an
+individual work is in the public domain in the United States and you are
+located in the United States, we do not claim a right to prevent you from
+copying, distributing, performing, displaying or creating derivative
+works based on the work as long as all references to Project Gutenberg
+are removed. Of course, we hope that you will support the Project
+Gutenberg-tm mission of promoting free access to electronic works by
+freely sharing Project Gutenberg-tm works in compliance with the terms of
+this agreement for keeping the Project Gutenberg-tm name associated with
+the work. You can easily comply with the terms of this agreement by
+keeping this work in the same format with its attached full Project
+Gutenberg-tm License when you share it without charge with others.
+
+1.D. The copyright laws of the place where you are located also govern
+what you can do with this work. Copyright laws in most countries are in
+a constant state of change. If you are outside the United States, check
+the laws of your country in addition to the terms of this agreement
+before downloading, copying, displaying, performing, distributing or
+creating derivative works based on this work or any other Project
+Gutenberg-tm work. The Foundation makes no representations concerning
+the copyright status of any work in any country outside the United
+States.
+
+1.E. Unless you have removed all references to Project Gutenberg:
+
+1.E.1. The following sentence, with active links to, or other immediate
+access to, the full Project Gutenberg-tm License must appear prominently
+whenever any copy of a Project Gutenberg-tm work (any work on which the
+phrase "Project Gutenberg" appears, or with which the phrase "Project
+Gutenberg" is associated) is accessed, displayed, performed, viewed,
+copied or distributed:
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever. You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+1.E.2. If an individual Project Gutenberg-tm electronic work is derived
+from the public domain (does not contain a notice indicating that it is
+posted with permission of the copyright holder), the work can be copied
+and distributed to anyone in the United States without paying any fees
+or charges. If you are redistributing or providing access to a work
+with the phrase "Project Gutenberg" associated with or appearing on the
+work, you must comply either with the requirements of paragraphs 1.E.1
+through 1.E.7 or obtain permission for the use of the work and the
+Project Gutenberg-tm trademark as set forth in paragraphs 1.E.8 or
+1.E.9.
+
+1.E.3. If an individual Project Gutenberg-tm electronic work is posted
+with the permission of the copyright holder, your use and distribution
+must comply with both paragraphs 1.E.1 through 1.E.7 and any additional
+terms imposed by the copyright holder. Additional terms will be linked
+to the Project Gutenberg-tm License for all works posted with the
+permission of the copyright holder found at the beginning of this work.
+
+1.E.4. Do not unlink or detach or remove the full Project Gutenberg-tm
+License terms from this work, or any files containing a part of this
+work or any other work associated with Project Gutenberg-tm.
+
+1.E.5. Do not copy, display, perform, distribute or redistribute this
+electronic work, or any part of this electronic work, without
+prominently displaying the sentence set forth in paragraph 1.E.1 with
+active links or immediate access to the full terms of the Project
+Gutenberg-tm License.
+
+1.E.6. You may convert to and distribute this work in any binary,
+compressed, marked up, nonproprietary or proprietary form, including any
+word processing or hypertext form. However, if you provide access to or
+distribute copies of a Project Gutenberg-tm work in a format other than
+"Plain Vanilla ASCII" or other format used in the official version
+posted on the official Project Gutenberg-tm web site (www.gutenberg.org),
+you must, at no additional cost, fee or expense to the user, provide a
+copy, a means of exporting a copy, or a means of obtaining a copy upon
+request, of the work in its original "Plain Vanilla ASCII" or other
+form. Any alternate format must include the full Project Gutenberg-tm
+License as specified in paragraph 1.E.1.
+
+1.E.7. Do not charge a fee for access to, viewing, displaying,
+performing, copying or distributing any Project Gutenberg-tm works
+unless you comply with paragraph 1.E.8 or 1.E.9.
+
+1.E.8. You may charge a reasonable fee for copies of or providing
+access to or distributing Project Gutenberg-tm electronic works provided
+that
+
+- You pay a royalty fee of 20% of the gross profits you derive from
+ the use of Project Gutenberg-tm works calculated using the method
+ you already use to calculate your applicable taxes. The fee is
+ owed to the owner of the Project Gutenberg-tm trademark, but he
+ has agreed to donate royalties under this paragraph to the
+ Project Gutenberg Literary Archive Foundation. Royalty payments
+ must be paid within 60 days following each date on which you
+ prepare (or are legally required to prepare) your periodic tax
+ returns. Royalty payments should be clearly marked as such and
+ sent to the Project Gutenberg Literary Archive Foundation at the
+ address specified in Section 4, "Information about donations to
+ the Project Gutenberg Literary Archive Foundation."
+
+- You provide a full refund of any money paid by a user who notifies
+ you in writing (or by e-mail) within 30 days of receipt that s/he
+ does not agree to the terms of the full Project Gutenberg-tm
+ License. You must require such a user to return or
+ destroy all copies of the works possessed in a physical medium
+ and discontinue all use of and all access to other copies of
+ Project Gutenberg-tm works.
+
+- You provide, in accordance with paragraph 1.F.3, a full refund of any
+ money paid for a work or a replacement copy, if a defect in the
+ electronic work is discovered and reported to you within 90 days
+ of receipt of the work.
+
+- You comply with all other terms of this agreement for free
+ distribution of Project Gutenberg-tm works.
+
+1.E.9. If you wish to charge a fee or distribute a Project Gutenberg-tm
+electronic work or group of works on different terms than are set
+forth in this agreement, you must obtain permission in writing from
+both the Project Gutenberg Literary Archive Foundation and Michael
+Hart, the owner of the Project Gutenberg-tm trademark. Contact the
+Foundation as set forth in Section 3 below.
+
+1.F.
+
+1.F.1. Project Gutenberg volunteers and employees expend considerable
+effort to identify, do copyright research on, transcribe and proofread
+public domain works in creating the Project Gutenberg-tm
+collection. Despite these efforts, Project Gutenberg-tm electronic
+works, and the medium on which they may be stored, may contain
+"Defects," such as, but not limited to, incomplete, inaccurate or
+corrupt data, transcription errors, a copyright or other intellectual
+property infringement, a defective or damaged disk or other medium, a
+computer virus, or computer codes that damage or cannot be read by
+your equipment.
+
+1.F.2. LIMITED WARRANTY, DISCLAIMER OF DAMAGES - Except for the "Right
+of Replacement or Refund" described in paragraph 1.F.3, the Project
+Gutenberg Literary Archive Foundation, the owner of the Project
+Gutenberg-tm trademark, and any other party distributing a Project
+Gutenberg-tm electronic work under this agreement, disclaim all
+liability to you for damages, costs and expenses, including legal
+fees. YOU AGREE THAT YOU HAVE NO REMEDIES FOR NEGLIGENCE, STRICT
+LIABILITY, BREACH OF WARRANTY OR BREACH OF CONTRACT EXCEPT THOSE
+PROVIDED IN PARAGRAPH F3. YOU AGREE THAT THE FOUNDATION, THE
+TRADEMARK OWNER, AND ANY DISTRIBUTOR UNDER THIS AGREEMENT WILL NOT BE
+LIABLE TO YOU FOR ACTUAL, DIRECT, INDIRECT, CONSEQUENTIAL, PUNITIVE OR
+INCIDENTAL DAMAGES EVEN IF YOU GIVE NOTICE OF THE POSSIBILITY OF SUCH
+DAMAGE.
+
+1.F.3. LIMITED RIGHT OF REPLACEMENT OR REFUND - If you discover a
+defect in this electronic work within 90 days of receiving it, you can
+receive a refund of the money (if any) you paid for it by sending a
+written explanation to the person you received the work from. If you
+received the work on a physical medium, you must return the medium with
+your written explanation. The person or entity that provided you with
+the defective work may elect to provide a replacement copy in lieu of a
+refund. If you received the work electronically, the person or entity
+providing it to you may choose to give you a second opportunity to
+receive the work electronically in lieu of a refund. If the second copy
+is also defective, you may demand a refund in writing without further
+opportunities to fix the problem.
+
+1.F.4. Except for the limited right of replacement or refund set forth
+in paragraph 1.F.3, this work is provided to you 'AS-IS' WITH NO OTHER
+WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO
+WARRANTIES OF MERCHANTIBILITY OR FITNESS FOR ANY PURPOSE.
+
+1.F.5. Some states do not allow disclaimers of certain implied
+warranties or the exclusion or limitation of certain types of damages.
+If any disclaimer or limitation set forth in this agreement violates the
+law of the state applicable to this agreement, the agreement shall be
+interpreted to make the maximum disclaimer or limitation permitted by
+the applicable state law. The invalidity or unenforceability of any
+provision of this agreement shall not void the remaining provisions.
+
+1.F.6. INDEMNITY - You agree to indemnify and hold the Foundation, the
+trademark owner, any agent or employee of the Foundation, anyone
+providing copies of Project Gutenberg-tm electronic works in accordance
+with this agreement, and any volunteers associated with the production,
+promotion and distribution of Project Gutenberg-tm electronic works,
+harmless from all liability, costs and expenses, including legal fees,
+that arise directly or indirectly from any of the following which you do
+or cause to occur: (a) distribution of this or any Project Gutenberg-tm
+work, (b) alteration, modification, or additions or deletions to any
+Project Gutenberg-tm work, and (c) any Defect you cause.
+
+
+Section 2. Information about the Mission of Project Gutenberg-tm
+
+Project Gutenberg-tm is synonymous with the free distribution of
+electronic works in formats readable by the widest variety of computers
+including obsolete, old, middle-aged and new computers. It exists
+because of the efforts of hundreds of volunteers and donations from
+people in all walks of life.
+
+Volunteers and financial support to provide volunteers with the
+assistance they need, is critical to reaching Project Gutenberg-tm's
+goals and ensuring that the Project Gutenberg-tm collection will
+remain freely available for generations to come. In 2001, the Project
+Gutenberg Literary Archive Foundation was created to provide a secure
+and permanent future for Project Gutenberg-tm and future generations.
+To learn more about the Project Gutenberg Literary Archive Foundation
+and how your efforts and donations can help, see Sections 3 and 4
+and the Foundation web page at https://www.pglaf.org.
+
+
+Section 3. Information about the Project Gutenberg Literary Archive
+Foundation
+
+The Project Gutenberg Literary Archive Foundation is a non profit
+501(c)(3) educational corporation organized under the laws of the
+state of Mississippi and granted tax exempt status by the Internal
+Revenue Service. The Foundation's EIN or federal tax identification
+number is 64-6221541. Its 501(c)(3) letter is posted at
+https://pglaf.org/fundraising. Contributions to the Project Gutenberg
+Literary Archive Foundation are tax deductible to the full extent
+permitted by U.S. federal laws and your state's laws.
+
+The Foundation's principal office is located at 4557 Melan Dr. S.
+Fairbanks, AK, 99712., but its volunteers and employees are scattered
+throughout numerous locations. Its business office is located at
+809 North 1500 West, Salt Lake City, UT 84116, (801) 596-1887, email
+business@pglaf.org. Email contact links and up to date contact
+information can be found at the Foundation's web site and official
+page at https://pglaf.org
+
+For additional contact information:
+ Dr. Gregory B. Newby
+ Chief Executive and Director
+ gbnewby@pglaf.org
+
+
+Section 4. Information about Donations to the Project Gutenberg
+Literary Archive Foundation
+
+Project Gutenberg-tm depends upon and cannot survive without wide
+spread public support and donations to carry out its mission of
+increasing the number of public domain and licensed works that can be
+freely distributed in machine readable form accessible by the widest
+array of equipment including outdated equipment. Many small donations
+($1 to $5,000) are particularly important to maintaining tax exempt
+status with the IRS.
+
+The Foundation is committed to complying with the laws regulating
+charities and charitable donations in all 50 states of the United
+States. Compliance requirements are not uniform and it takes a
+considerable effort, much paperwork and many fees to meet and keep up
+with these requirements. We do not solicit donations in locations
+where we have not received written confirmation of compliance. To
+SEND DONATIONS or determine the status of compliance for any
+particular state visit https://pglaf.org
+
+While we cannot and do not solicit contributions from states where we
+have not met the solicitation requirements, we know of no prohibition
+against accepting unsolicited donations from donors in such states who
+approach us with offers to donate.
+
+International donations are gratefully accepted, but we cannot make
+any statements concerning tax treatment of donations received from
+outside the United States. U.S. laws alone swamp our small staff.
+
+Please check the Project Gutenberg Web pages for current donation
+methods and addresses. Donations are accepted in a number of other
+ways including including checks, online payments and credit card
+donations. To donate, please visit: https://pglaf.org/donate
+
+
+Section 5. General Information About Project Gutenberg-tm electronic
+works.
+
+Professor Michael S. Hart was the originator of the Project Gutenberg-tm
+concept of a library of electronic works that could be freely shared
+with anyone. For thirty years, he produced and distributed Project
+Gutenberg-tm eBooks with only a loose network of volunteer support.
+
+
+Project Gutenberg-tm eBooks are often created from several printed
+editions, all of which are confirmed as Public Domain in the U.S.
+unless a copyright notice is included. Thus, we do not necessarily
+keep eBooks in compliance with any particular paper edition.
+
+
+Most people start at our Web site which has the main PG search facility:
+
+ https://www.gutenberg.org
+
+This Web site includes information about Project Gutenberg-tm,
+including how to make donations to the Project Gutenberg Literary
+Archive Foundation, how to help produce our new eBooks, and how to
+subscribe to our email newsletter to hear about new eBooks.
diff --git a/15154.zip b/15154.zip
new file mode 100644
index 0000000..057e9be
--- /dev/null
+++ b/15154.zip
Binary files differ
diff --git a/LICENSE.txt b/LICENSE.txt
new file mode 100644
index 0000000..6312041
--- /dev/null
+++ b/LICENSE.txt
@@ -0,0 +1,11 @@
+This eBook, including all associated images, markup, improvements,
+metadata, and any other content or labor, has been confirmed to be
+in the PUBLIC DOMAIN IN THE UNITED STATES.
+
+Procedures for determining public domain status are described in
+the "Copyright How-To" at https://www.gutenberg.org.
+
+No investigation has been made concerning possible copyrights in
+jurisdictions other than the United States. Anyone seeking to utilize
+this eBook outside of the United States should confirm copyright
+status under the laws that apply to them.
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..5b769cd
--- /dev/null
+++ b/README.md
@@ -0,0 +1,2 @@
+Project Gutenberg (https://www.gutenberg.org) public repository for
+eBook #15154 (https://www.gutenberg.org/ebooks/15154)