64 THE FACTORS OF THE MIND course, I do not seriously contend that there is anything like a one-to-one correspondence. But it seems clear that, only by following some such general plan—the method of £ progressive delimitation/ as it was originally termed x—can the task be reduced to manageable dimensions. But now, be it noticed, the function of the factors is not so much prediction as description : they aim at a first broad classification of children and of occupations according to what we have termed their vocational type. Moreover, any prediction or recommendation derived solely from factorial specifications would be so wide and mechanical that it would certainly need to be supplemented by a qualitative study of a more intensive kind. Hence, as we argued in our Report, once a tentative classification in terms of factors has been made, " the problem in its final stage should be turned into one of selection rather than of guidance " ; and here we must have recourse to direct estimation as before. Some of the considerations I have brought forward in the last few pages may lead us to wonder whether after all the factors as such may not be otiose, and to inquire if eventually they may not altogether disappear from the psychological picture. Here perhaps it will be useful to distinguish between factors regarded as c abilities ' and factors regarded as patterns of behaviour. To my mind, even when our arguments are couched in numerical form, the essential thing is not the supposed c ability,' regarded as a self-subsistent quantity that can be measured like physical energy or power, but the pattern of correlations between the various hypothetical performances, or, if I may use more technical language, not the ' component' as such, but the i unit hierarchy' that describes the component.2 These patterns, these hierarchical matrices, are in 1 [S3]> PP- 57 and 81-82. Thus, to take the factors in the order proposed in the Report, if a particular child is found to be in the middle grade for intelligence, in the upper grade for mechanical ability, and in the lowest grade for sociability, we should at once have reduced the number of vocations suitable for him from 700 to about 30 (chiefly skilled trades, not requiring co-operative work in the workshop), A further finer grading of intelligence, a further consideration of more specialized abilities and temperamental qualities, and a glance at reports on physical health, home background, previous training, and the like would probably diminish the number of appropriate openings to half a dozen or less (cf. lof. cit>> pp. 82-5 and Tables IV and XXXIV). 2 Cf. * The Unit Hierarchy and its Properties,' Psychometrika, III, pp. 151 et seq. It may be observed that, in discussing the practical applications of factor-analysis (e.g. to vocational guidance), Thomson himself has described ' factors? as " unnecessary middlemen between the tests and the occupational