60 THE FACTORS OF THE MIND (£) Prediction in Vocational Psychology.—In vocational psychology, as in educational psychology, there seems also to be a confusion of two different problems. Here the first for many years; and correlations between the performances of these and other children at their first testing and their progress later on are given in detail. Since the correlations are not perfect, it was never claimed that school progress is " necessarily limited " by the indications of the tests. Reyburn and Taylor (' Factorial Analysis and School Subjects: A Criticism,' to appear in a forthcoming number of the Brit, J. Ethic. Psychol) deal more particularly with special abilities and disabilities. Their criticism is mainly directed against my article on ' The Relations of Educational Abilities' (Brit. J. Educ. PsychoL, IX, pp. 45-70). They overlook the fact that this paper was primarily concerned with a theoretical comparison of factorial methods, and that the concrete results were cited solely by way of confirmation of earlier statistical and clinical work (see opening paragraphs of that article). They argue that " the schoolmaster . . . would gladly learn of factors which would help him to estimate how the boy will do in some other examination, and more particularly to control them and alter their effects." They then treat these two problems—future prediction and im- mediate treatment—as on the same footing. As regards prediction they contend that " the interposed factors are an unnecessary complication : they are not recognized in the further situations to which they are a guide," With the first sentence I agree (with the reservations implied above in the text); with the second sentence I disagree : in the subsequent histories of my cases the factors are recognizable. As regards the treatment of individual children and the c control and alteration * of their educational performances, the writers argue that the statistical methods I have used can have little or no value, because the resulting factors can be " psychologically and education- ally significant only by accident." I should agree—if the correlated tests had been chosen without reference to educational problems, e.g. if (as in some • researches which the writers have in mind) they were practically a haphazard collection. As it is, the tests were expressly selected to elicit those particular types of disability that had already been observed in clinical work. The writers finally conclude that, in view of the many alternative analyses that can be made of the same table (for they do not admit that the group-factor method and the general-factor method give equivalent results) " we doubt whether a satisfactory analysis of school subjects can be made with the available data," My reply would be that the " available data " do not consist solely of the table of correlations with which they are concerned, The ' available data' also include clinical studies of typical cases, experi- mental attempts to * control and alter' educational disabilities by different modes of teaching and training, etc. etc., such as are described in my book, It is on the mutual illumination of both methods of approach that the practical educationist relies. As I have repeatedly insisted, tests, even if based on the most careful factorial work, " can still be but the beginning, never the end, of the examination of the individual child " (Mental and Scholastic Tests, p. xv; cf, The Backward Child, pp. 63