16 THE FACTORS OF THK MIND for example, we can say that James is weak in all subjects where verbal facility is needed, and in those subjects or that; aspect of his subjects only, then his requirements become much clearer than if we enumerated an unsystcmatixed and seemingly incongruous catalogue of subjects (handwork, drawing, writing, arithmetic, etc.) in which he does well, and another detailed Ifst in which he does badly (reading, spelling, composition), without being able to specify any characters in common. And generally, if such far-reaching qualities as good memory, good motor co-ordination, weak visualization, poor auditory imagery, can be established as * factors' having a fairly wide range, each entering not into a single subject or test, but into a group of tests or subjects, the grouping thus revealed will manifestly render both diagnosis and treatment more speedy and more effective. The practical value of descriptions in terms of what is virtually a general factor (as in the awards, for example, of the junior county scholarship examinations, or in the " LQ.J or * mental age ? derived from tests of intelligence) is already well appreciated : the practical value of these less general descriptions, in terms of what are called 4 group-factors/ 5s not so widely recognized. Yet, to my mind, it furnishes one of the most pressing reasons for research along factorial lines.1 What is true in educational diagnosis is equally true in vocational diagnosis : unless group-factors can be estab- lished, vocational guidance, except as regards the general level of the career advised, becomes almost impracticable* Similarly, if such * temperamentalJ factors as general emotionality, introversion, cxtraversion, depression, and the like can be successfully established, the diagnosis and treat- ment of the neurotic, the psychotic, and the delinquent will be greatly simplified. 1 This was, indeed, the pressing reason which led me to an early search for factors other than general intelligence on the cognitive side, A were adherence to the ' two-factor theory' (which recognizes no broad factors except that of general ability or g, eked out by innumerable specifics) would make educational guidance difficult and vocational guidance exceedingly complex. The clinical examination of backward pupils,, and the beneficial effects of specialized treatment in cases of * special disability,' strongly sug- gested the existence^ of group-factors; and statistically controlled investi- gations seemed requisite to verify these first-hand impressions*