4i8 THE FACTORS OF THE MIND Since the above paragraphs were written, Stephenson has published a further article x of great interest, in which he discusses somewhat more fully the factorial analysis of temperamental types by means of correlations between persons. The main contention of my original paper [30]—that the chief temperamental types, as described in non-statistical literature, can be verified statistically and interpreted in terms of factors revealed by correlational analysis—he accepts in principle : but he insists (i) that the correlations must be correlations between persons, not between traits, and (2) that, if types are to be established, these correlations must be analysed by Q-technique, and by Q-technique alone. To show how his method differs from that described in my last article, he takes a set of temperamental assessments for 34 persons and analyses the data in two alternative ways—first, by the two factor- theorems of Q-technique and secondly by a multiple-factor tech- nique, which he takes to be equivalent to my own.2 The argument that a type is a " pattern of tendencies " and, as such, is capable of unidimensional measurement, he emphatically rejects. Moreover, he claims that the temperamental types he discovers are c limited correlate the rows and the columns of one and the same complete matrix : but the labour of calculating correlations for 100 persons seemed prohibitive ; so only a selection was actually used for ' Q-technique.' Even so, the correlation tables were presumably too large to print, and, indeed, no figures at all are cited; but the investigator's own conclusions evidently imply (as Stephenson's quotations indicate) that in this experiment the two sets of factors were virtually, if not precisely, the same ([97], p. 360). In his thesis cited above—A Statistical Study of Physical and Mental Types (University of London Library)—the problem is discussed more fully, with an illustrative calculation from physical measurements: it is found that " the same results are obtained either by analysing correlations between persons or by analysing correlations between traits." For the first bipolar factor " a correlation of -90 was obtained between the factor-measurements derived by factorizing traits and the factor-loadings or saturations derived by factorizing persons " (loc. cit., pp. 213, 221). 1 *A Methodological Consideration of Jung's Typology,' J. Mental Science, LXXXV, 1938, pp. 185-205. A more adequate answer to his criticisms will, I hope, shortly be published in the same journal. 2 Actually the procedure does not conform to mine ; but that is doubtless because, in my published articles, the abridged description of my method was not altogether clear. His own procedure is to begin by selecting 4 or 5 persons representing each of his main types. Naturally, therefore, his correlations reveal factors corresponding to these types, and his frequency- distributions show discontinuous groups. If, however, we are allowed to select our representatives in advance, surely we could demonstrate any types we liked I