P-, Q-, AND R-TECHNIQUES 171 cf. [116], pp. 347 I)- Each man's deviations from the average order in regard to visual, auditory, or motor imagery will then obviously indicate whether he is a marked visual- izer, audile, or motile, or whether he simply belongs to the same neutral type as the average person. If by factor- analysis or other means we have already obtained character- istic orders for the three special types, his correlations with those orders will serve to measure the extent to which he resembles the typical visualizer, audile, or motile. We may call the average order for the general population the ' general factor for persons'; and the secondary orders for particular groups or ' types,' ' group-factors for persons' or more briefly ' type-factors.' In such an inquiry the more usual method of correlating the data by tests or traits instead of by persons—' hori- zontally ' instead of ' vertically,' as Stern once put it ([21], p. 17)—would yield unreliable results, since there would be no means of equating one man's notion of vivid- ness with another's. And generally, wherever the assessor is the same for all the traits of the same person, but different for different persons, there the method of correlating by persons would seem the more trustworthy procedure.1 This was, in fact, one of my chief reasons for adopting it in the researches just described. In an ordinary academic research, the investigator can usually get a single observer (e.g. the class teacher) to assess every person in the group he is studying. But for investigations in a vocational institute or an educational clinic, where almost every case comes from a different school, and has therefore to be reported on by a different informant, it appeared necessary to adopt the alternative approach. The method itself was regarded merely as a supple- mentary device, with manifest limitations and defects, and not in any way as constituting a * new technique.' Nevertheless, in our practical work at the Psychologist's Department of the London County Council and in the Vocational Department of the National Institute of Industrial Psychology, and later in more theoretical investigations at the London Day Training College and University College, my fellow-workers and I found it both practicable and useful. In particular it appeared specially suited for numerous incidental i a., for example, [23], p. 251, [53], p. 66.