Association Here is a kind of attraction which in the mental world will be found to have as extraordinary effects as in the natural, and to show itself in as many and as various forms.—David Hume § 31. The Association of Ideas.—The doctrine of the ‘association of ideas’ is one of the oldest and most influential in the history of psychology. It begins, in a somewhat casual way, with Aristotle. Suppose, Aristotle says, that we are trying to recall something that has slipped our mind; what do we ordinarily do? We hunt through a number of things, beginning with something that is like what we want to recall, or contrary to it, or that was next it in time, or adjacent to it in space. These other things, the like, the contrary, the just before or just after, the adjoining, have the power to suggest what we have forgotten. Aristotle gives the impression that everybody acts in this way, as a matter of course; and no doubt his hearers acquiesced; for the statement sounds reasonable. We want, for instance, to remember a certain picture that we saw ten years ago: how do we set to work? We start from something like it: ‘I remember that it reminded me of Van Eyck’; or from something opposite: ‘I remember smiling to think how a Venetian would have treated it’; or from something next it in time: ‘I remember coming to it But, for the same reason, the laws have not proved an unmixed blessing to psychology. Aristotle, it is clear, was simply raising a practical question; and practical questions are answered in terms of meaning, not of process. Moreover, Aristotle was temperamentally a logician, and he could not help throwing even this bit of everyday practice into formal logical shape. Notice the arrangement in pairs: like-contrary, coexistent-successive; that is logical. Notice also the nature of the pairs. Like-contrary is the extreme way of saying like-unlike; and when you mention succession, you mention the only kind of non-coexistence that can come into account for psychology; so that both pairs have the form ‘A and not-A’ (like and not-like, coexistent and not-coexistent); and that is logical again. Can we go further? Yes, if we go on arguing. The picture reminded me of Van Eyck; it was like a Van Eyck; the association seems to be an association by similarity. Yet it is practically certain that the picture in question was, at some time or other, present in my mind along with some picture by Van Eyck. It is practically certain, in other words, that the two ideas were in temporal contiguity; and every instance of association by similarity raises the same sort of presumption. That being the case, we may discard the law of similarity; and contiguity stands alone, the sole survivor of the Aristotelian quartet. Only, this is all logic, a matter of meanings, a translation of psychological fact; we have not got to the facts themselves. We shall come to psychology presently. Meantime you should try to realise how well this doctrine of association works for practical purposes, and how strong is the appeal it makes to the practical side of our nature. It explains the appearance of every single idea that has ever occurred to anybody; it offers to take us to the very heart of psychology without need of training or preparation; it flatters us into the belief that we have all our lives been talking and thinking psychology without knowing it; it covers up the gap that separates common sense from science. Small wonder that Hume compared the law of association in psychology with the law of gravitation in physics! All the great names in British psychology (and the fact throws a good deal of light on the psychology of the nation itself) are connected with the doctrine of association; a whole science has taken its national colour from a single principle of explanation. Association has also played its part, though less dominantly, in France and Germany. Realise all this; and realise also that the doctrine was of great service in the days when psychology was in the making; it is not only agreeable to common sense, it is not only historically important, but it also did true psychological service. Let us admit all this: and then we must add that the reign of associationism was over as soon as ever psychology became scientific; as soon, that is, as the proper task of psychology was recognised and formulated (p. 18). For let us take an instance: what does the word ‘summer’ suggest to you? Very likely it suggests ‘winter.’ How, then, is this association to be explained psychologically? By contrast? But The task before us is, therefore, not easy; but it is straightforward; and that is the next best thing. We want to find out how associative tendencies in the brain are set up; and to do this we must, evidently, find some way of creating a bond between one nervous process and another; we must devise experiments in which we make or construct brain-connections. We need not look far afield; for we make such connections whenever we learn anything new; so that we have only to learn under experimental conditions, and the task is accomplished. But what shall we learn? what stimuli shall we employ in the experiments? ‘Words,’ you will say; and words have many advantages for learning; but they have, in this case, the supreme disadvantage that they are ingrained meanings. Words therefore will not do; Their establishment depends, first and most obviously, upon the number of syllables in the series presented to the observer. While he can recite correctly, after a single reading, a series of 6 or 7, a longer series simply Here, however, we must remember the differences of imaginal type (p. 138); and it is true that a markedly visual learner will profit less by recitation than an auditory-motor learner. These experiments have, indeed, revealed other typical differences between individuals, such as those of slow and quick, and of receptive and ingenious learning. Some of us, it seems, are naturally quick, and some are naturally slow learners, just as some work best at night and others in the morning. Some observers, again, accept the series of syllables, passively and without question; others embroider and interpret the meaningless forms in all manner of ways; mon becomes man, and kig king, and wer where, and so on. We know nothing at present of the correlated differences in the nervous system. The results just given may be compared with those obtained when meaningful stimuli are employed. Thus, 8 or 9 one-syllable words, and 10 to 12 one-place numbers, can be recited after a single reading. Meaningful material, which is grouped or unified by its topic, may be learned ten times as quickly as meaningless syllables. It may also be presented more rapidly; iambic and trochaic verses, for instances, may be taken at double the rate of the syllables. Dates of historical events, and the words of a foreign language, are best learned like the meaningless syllables; and connected meaningful material, like a poem or an oration, should very decidedly be read as a whole, from end to end, in the successive repetitions. If there are brief passages of Let us now come back to the meaningless syllables, and ask what is the net result of all the influences that we have listed. Suppose, in other words, that a series of syllables has been presented at a certain rate, thrown into a certain rhythm, repeated a certain number of times with fitting distribution in time, recited at every repetition: what is the final outcome, as regards the establishment of associative tendencies in the brain? It is this: that a strong connection has been set up between the successive terms of the series, in the order of their presentation; and that weaker connections have been set up between every term and every other term, whether the terms are near or remote in the series, and whether they are taken forwards or backwards. Let us illustrate by reference to the alphabet. If the alphabet represents a series of meaningless syllables, then there is a strong connection between a and b, b and c, ... y and z; but there are also weaker connections between a and d, ... v and z; and further, there are connections backward between z and y, z and x, ... d and a. The series of syllables has thus impressed the brain with a As a rule, however, a particular set of tendencies is not allowed to die a natural death; it is interfered with by others. All associative tendencies need a certain time to establish themselves, to settle down; and if this time is not granted, but stimulus treads on the heels of stimulus, there is no impression of the meshwork, and no connections are formed; we have seen that a series of excessive length simply throws the learner into confusion. A recently acquired connection may even be abolished, as most of us know to our cost, by interruption of the train of thought; you have just got to your point, to the insight, the phrasing, the argument, that will clinch things; you are distracted by some irrelevant matter; and when you come back to your work, the point has gone. So nicely balanced and so easily disturbed are the associative tendencies, that you may never recover it; no wonder that the constructive worker, in literature, in science, in affairs, ‘hates to be interrupted’! With meaningful material, interference may arise in other ways. Take the alphabet again; a is connected with b through the frequent repetition of abc, but is also connected with z by the phrase ‘a to z.’ If, then, a appears; and if the b-tendency and the z-tendency are of approximately equal strength; then there may be no connection at all; the two tendencies cancel or inhibit each other. A question may leave you dumb, not because you have no answer, but because you have so many different answers that no one of them can force Fortunately, there are compensations. If a group of tendencies, for instance, does escape interference, then the brain settles down of itself. Schoolboys, with a keen sense for economy of effort, learn their lessons only partway overnight, and find that a hasty review next morning is enough to fix them; the associative tendencies work while their owners sleep. The practised speaker, knowing that he has to talk on a certain subject at a certain date, marshals his present ideas in half-an-hour of concentrated attention, and then drops the whole thing; his brain incubates it for him; and when the appointed day comes near, he finds that his associative tendencies have practically prepared his address. Besides, the tendencies may converge, as well as interfere; we have seen how continued attention opens the mind to relevant facts and closes it against the irrelevant (p. 98). If they did not, it would be impossible for us to follow the thread of a paragraph, to say nothing of a chapter or of a whole book. Convergence The associative tendencies which we have been more recently discussing are set up by series of meaningless syllables, that is to say, by discrete stimuli. It is clear, then, that the connection of the correlated mental processes is of the conjunctive type; we have said nothing of the brain-processes which underlie sensory fusion. We can, indeed, say nothing of them; we have no knowledge of their nature. It has been suggested that qualitative perception is correlated with a synergy of the brain-processes, that is, with a cooperation so close that every process taking part in it loses something of its individuality. That is possible; we cannot say more. When we leave the elementary processes for complex experiences, for perceptions and ideas, and ask how these are connected, we cannot return any completely satisfactory answer. Experiments may be made; thus, a familiar visual stimulus (word or simple picture) may be shown for a few seconds to the observer, with the instruction that he receive it passively and report the consequent course of his mental processes. Under these circumstances, it invariably happens that the stimulus is immediately named. After that, apparently, any one At the same time, such experiments help us; they show, for instance, that the doctrine of association—quite apart from its logical leanings, or perhaps just by reason of them—regarded the course of ideas in too ‘intellectual’ a way; the sense-feelings, and other feeling-blends We must proceed very carefully, even if our care drives us into clumsiness of expression. We cannot, for instance, leave out the fact that the meaningless syllables are given in the state of attention. It appears, indeed, that attention is necessary to association; we may doubt if any amount of repetition—to take that example—would set up an associative tendency, were it not for attention. Repetition, we remember, is one of the determinants of attention (p. 94); so that the repeated experience is likely to become vivid in the very nature of the case; but if it does not, if for any reason our attention is diverted or we fail to notice the stimulus, repetition has no associative power. How many of us would like to recall the carpet or wall-paper of the room we slept in as children! Thousands of times we saw the colours and the patterns; but our adult memory is an absolute blank; those repeated stimuli never ‘impressed’ us. We cannot either leave out the fact that the meaningless syllables are bracketed all together, so to speak, by a certain situation, namely, the situation created by the experiment. The observer comes to them, in accordance with this situation, intending to learn them, to memorise them: a fact of very great importance!—and a fact that needs to be dwelt on for a little, if we are to see our way clearly in what follows. We said on p. 149 that meanings are associated. Yet we have Attention, as we know, means reinforcement of certain nervous processes and inhibition of others (p. 107); and the intention to learn implies the activity of directive nerve-forces (p. 96), the existence of a special set or disposition of the brain. Let us keep these things in mind; and let us call the brain-processes that are correlated with mental processes ‘psychoneural’ processes. Then we may say: When a number of psychoneural processes, all of which are reinforced and all of which stand alike under the directive influence of a nervous disposition, occur together under certain favourable conditions, So much for a generalised law of associative tendency, derived from the work with meaningless syllables! That is a law of nervous action; now let us turn to psychology, and see if we can formulate a law of mental connection. We shall be dealing with perceptions and ideas; and we shall be dealing with them as experiences, made up of core and context (p. 117). Attention is again necessary. Intention, on the other hand, seems not to be necessary; there need be no special purpose behind the experiences, as the intention to learn is behind the experiments with meaningless syllables; attention is enough. The idea of a surgical operation, for instance, may be permanently connected with the idea of the surgeon who performed it, although the intervention of that particular surgeon was quite casual and unexpected. The reason is that attention brings a situation, its own situation, with it; the determinants of primary attention are, as we put it on p. 97, the ‘great biological stimuli,’ things that an organism must take notice of, if it is to persist as a living organism at all; and the determinants of derived primary attention are also what we may call ‘situational That is correct, so far as it goes; though, as we shall see in a moment, it does not go quite far enough. Meanwhile, you must clearly realise that the processes which compose the perceptions and ideas are extremely variable. We have already discussed this matter; we have seen that the perception of an object and the idea of the same object do not by any means correspond, term for term, like original and copy; the form of our ideas depends, in the first instance, upon our imaginal type, and secondarily upon the special circumstances under which they appear (pp. 139 f.). When, therefore, we speak of ‘the later appearance of an idea in the same situational context,’ we really mean the appearance of that complex of mental processes which, under the law of imaginal type and under the special circumstances of the moment, has taken the place of the original complex. In the next chapter we shall be discussing the ‘memory-image, Now for the law once more! The formula does not go far enough; for while it covers the movement of ideas within a single situational context, it does not show how we may pass, as we undoubtedly do, from one situational context to another. Here a diagram will, perhaps, make things plain. Suppose that we start out with an idea a, composed of core and context, and lying within the wider situational context of the right-hand oval. The appearance of a is followed, let us assume, by the reappearance of b, which lies within the same situational context. The idea b may be followed, in its turn, by c. But since b belongs also to a second situation, represented by the left-hand oval, it may be followed instead by the idea x; and in that event we shall have travelled from the one situational context to the other. Whether c or x comes up is a matter which depends entirely upon the relative strength of the associative tendencies at These paragraphs will strike you as both difficult and clumsy; but, if you review the course of the whole chapter, you will perhaps agree that our attempt at formulation has been worth while. We began with Aristotle’s four rules, and found that they are logical and practical, and also that they may logically be reduced to one, the ‘law of association by contiguity.’ That law did not satisfy us; we agreed with James that the brain associates and that meanings are associated. So we went to the brain; and by the aid of meaningless syllables we traced the history of the associative tendencies. Coming back to psychology proper, we distinguished the fusion and the conjunction of mental processes, and noted that the experimental method does not yet permit us to follow the patterns of mental connection in the large; though the experiments already made furnish additional proof that the old ‘laws’ of association are psychologically valueless. Now, to conclude, All practice begins in the state of attention; but practice, once started, may go on when attention is distracted from the matter in hand. We give a great deal of attention to our first finger-exercises on the piano; presently, if we have continued them long enough, we may practise Chopin on the clavier while we are reading a book or thinking out a problem; the fingers do the practising for themselves. If we follow the course of practice, from day to day, we find that improvement is not steady; we gain very quickly at first, then come to a point at which we remain stationary for a while, then make another and slower gain, then rest at a second plateau or level of practice, and so on. It is doubtful, however, whether this stepwise advance is characteristic of practice In psychological experiments, the practised observer has a threefold superiority over the unpractised: his attitude to the stimuli, in successive observations, is more nearly uniform; his attention is sustained at a higher level; and his discrimination is more refined. This means that the focal mental processes are few in number; that they are extremely vivid; and that they are protected, by strong inhibitory forces, against intrusion from the outside. It is clear therefore that practice is very desirable; but it is clear also that experimental results may be compared only if the stage of practice at which they are obtained is the same. This rule has some odd examples: an observer, for instance, who is practised in the discrimination of lifted weights grows physically stronger with his practice, and may therefore judge quite differently from the unpractised observer. Habit is, in general, the outcome of practice; if practice shows us a nervous set or disposition in the making, habit is the set taken, the disposition established; the plastic organ has hardened in some special way. Like In all experimental work of a serial kind, habit shows itself as a tendency to experience and report the same things. Suppose, for example, that we wish to ascertain the least perceptible difference of tonal pitch. We begin with two identical tones, and gradually separate them in the successive experiments of the series. The observer begins with the experience and report of ‘same’ or ‘alike.’ If, now, the differences between the tones are made very small, so that the series of observations is long drawn out, the observer may get into the habit of hearing and reporting ‘same’; although the tonal difference is definitely perceptible, it nevertheless passes without notice. The focal processes are here, as they are in the case of practice, few in number; but they run their course at a low level of attention; they are intrinsically obscure, and the report of them simply follows the line of least resistance. The observer is correspondingly liable to distraction from the outside; the inhibitory Fatigue appears to be due to a sort of blood-poisoning; waste-products thrown off by the other tissues are poured into the blood-stream and there accumulate. It shows itself first of all by way of muscular sensation (p. 46), and soon becomes a sense-feeling; whereupon the biological theory of feeling lays hold of it (p. 84), and bids us stop work because we are suffering harm. The feeling of fatigue, however, gives no sure evidence that the capacity of the nervous system is reduced; the biological theory signally breaks down; not only can we work effectively, but we often do our best work, after we have begun to feel tired. We should take our cue to rest not from the feeling of fatigue, but rather from the impairment of our work, in quantity and quality, on the one hand, and from derangement of the great bodily functions, such as digestion and sleep, on the other. In psychological experiments, fatigue lowers the level and lessens the duration of attention, and so, like habituation, makes against discrimination; unlike habituation, it tends also to inhibit expression, and thus renders the observer’s report hesitating and uncertain. It is characterised, unlike practice and habituation both, by a special mental complex; a diffused feeling of lassitude which may be dominated by some local strain or pain. In conclusion, we may mention that a great deal of controversy has centred about the questions whether special practice has a general or a merely local effect, and whether general fatigue may be estimated from the results (1) Criticise the following statements. (A good plan would be, first, to go behind the expression to the meaning, and to make sure of that; then to take up precisely the opposite position, and see what can be said for it; and then finally to write your comments on the statements themselves.) (a) When two elementary brain-processes have been active together or in immediate succession, one of them, on reoccurring, tends to propagate its excitement into the other. (b) There is no tendency on the part of simple ‘ideas,’ attributes, or qualities to remind us of their like, (c) Association marries only universals. (d) Brick is one complex idea, mortar is another complex idea; these ideas, with ideas of position and quantity, compose my idea of a wall. W. James, Principles of Psychology, i., 1890, 566, 579; F. H. Bradley, in Mind, xii., 1887, 358; J. Mill, Analysis of the Phenomena of the Human Mind, i., 1869, 115. (2) How does the dominance of associationism in British psychology throw light upon the psychology of the nation itself? (3) What sort of service could the doctrine of association render to psychology? (4) Can you give specific reasons for the fact that too long a series of syllables throws the learner into confusion? and for the advantage that results from distribution of the series in time? (5) Do you think that the quick or the slow learner has the better chance to retain what he has learned? Have you any evidence? (6) Associative tendencies decay with time; yet we have said that the practised speaker drops his speech, and lets his brain incubate it. Is there not a contradiction here? Consider the two cases carefully. (7) Can you give instances, from your own recent experience, of the working of initial and terminal inhibition? (8) Later writers have added to the four ‘laws’ of Aristotle (similarity, contrast, succession, coadjacency) various other laws: means and end, cause and effect, whole and part, thing and properties, sign and thing signified, and so on. Can you suggest any reason for these additions? Can you give an instance under every ‘law,’ and reduce it psychologically to our own law of association? Try to get real instances, taken from your own or your friends’ experience. (9) Trace the connection of mental processes in your own case as follows. An experimenter prepares a set of simple pictures, and arranges to show them for 3 sec. by removal and replacement of a cardboard screen. Sit at a convenient distance, and let the stimulus have its way with you; report your mental processes as they come; the experimenter writes down what you say. Try to give the facts, and not to express yourself in meanings. Do not be discouraged if the task seems, at first, to be too difficult. (10) (a) Can you give any reason why your work might be unusually good when you are feeling a little tired? (b) What is the relation of interest to practice? (11) State, in your own words, what the doctrine of association professes to do, and what cardinal mistake it falls into when it tries to do it. (12) (a) Write out, in common-sense terms, the facts that the law of mental connection has to translate into psychological language. Next, write out, in your own words, the law itself. Now compare your formulation with that of the text: do they tally? If not, do you understand the difference? Do not be satisfied to leave any point obscure. (b) Show that the law of mental connection does justice, as the older ‘laws’ of association do not, to the facts of § 35. (c) You often read in fiction of situations whose every detail makes an indelible impression; you will find one described, for instance, in Mrs. Deland’s ‘Philip and his Wife,’ ch. xxix. Is the writer’s psychology sound? W. James, Principles of Psychology, i., 1890, chs. iv., xiv.; F. H. Bradley, The Principles of Logic, 1883, 273 ff.; H. Ebbinghaus, Memory, trs. H. A. Ruger and C. E. Bussenius, 1913; C. S. Myers, A Text-book of Experimental Psychology, i., 1911, chs. xii., xiii.; O. Kuelpe, Outlines of Psychology, 1909, 169 ff.; E. B. Titchener, A Text-book of Psychology, 1910, 374 ff.; M. Offner, Mental Fatigue, trs. G. M. Whipple, 1911; E. L. Thorndike, Educational Psychology, ii., 1913; E. Meumann, The Psychology of Learning, trs. J. W. Baird, 1913. |