PREFACE xi Human Ability ; but the first Part has gained greatly by his survey of the general field and his sympathetic criticisms of my views. Among the numerous American workers who have entered the field, to our great advan- tage, the remarkably clear and systematic exposition of Thurstone has proved most suggestive ; he wUl, I hope, forgive me for taking his own tables as an occasional text for my discussions. To my recent colleagues, Dr. W. Stephenson and Dr. A. J. Marshall, Research Assistants in the Department of Psychology, this book owes an unusually heavy debt. They have always been ready to read my notes, criticize my views, and even check my calculations. Circumstances have lately deprived me of their help : otherwise I should have held my manuscript back, and profited still more fully from their criticisms. To Stephenson, one of the most original and vigorous of the many students who have worked both under Spearman and myself, I am particularly grateful. Nothing is more stimulating than the presence of an enthusiastic collaborator, eager to explore a new field of work, yet attack- ing it from an opposite angle instead of along identical lines, On the two main issues I have just mentioned, his outspoken criticisms, and above all the opportunities we have had for personal discussion, have been invaluable at every point. I believe that both the problems at stake and the alternative solutions have been made at once clearer and more interest- ing to the beginner, because I have thus been able to attack them, not by a dogmatic pronouncement from one side, but as part of a friendly and lively debate. Throughout, however, my ultimate desire has been to emphasize the agreement rather than the disagreement between the various schools. When the differences are fairly faced, the final outcome, I am convinced, is nearly always to discover that the antagonistic doctrines are by no means so incompatible as has been supposed : each has merely been stressing a complementary aspect of the truth which the opposite approach had missed or underrated. If, there- fore, this book succeeds in establishing a unity of principle underlying the mutual criticisms and the divergent views of the various contributors, then one important step will