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Published online by Cambridge University Press: 01 January 2025
Second-order factors are defined and illustrated in terms of a literal notation, a physical example, a diagrammatic representation, a geometrical example, and the matrix equations relating the first-order and second-order domains. Both kinds of factors are discussed as parameters which may be not only descriptive of the individual objects in a statistical population but also descriptive of the restrictive conditions under which the objects were generated or selected. Second-order factors may be of significance in reconciling the several theories of intelligence. This paper is concerned with test configurations that show simple structure. If such a structure is not revealed, then the second-order domain is indeterminate.
This study of second-order factors is one of a series of investigations in the development of multiple factor analysis and applications to the study of primary mental abilities. This investigation has been supported by a research grant from the Carnegie Corporation of New York. The Psychometric Laboratory has also had support from the Social Science Research Committee of The University of Chicago.
* Thurstone, L. L. Current issues in factor analysis. Psychol. Bull., 1940, 37, p. 222.
* Elsewhere we have denoted this matrix Rpq but we are here using the subscript t for the primary vectors Tt and reserving the subscripts p and q for the primary reference vectors A, B, and C. Hence the correlations of the primary factors are here denoted Rt instead of Rpq.