A note on the implications of factorial invariance for common factor variable equivalence. Issue 14 (17th July 2016)

• Record Type: Journal Article
• Authors: Maraun, Michael; Heene, Moritz
• Is Part Of: Communications in statistics. Volume 45:Issue 14(2016)
• Page Start: 4181
• Page End: 4193
• Publication Date: 2016-07-17
• Subjects: Factorial invariance -- Latent variable -- Manifest variable -- Multigroup confirmatory factor analysis -- Random variable equivalence; 62H25; Mathematical statistics -- Periodicals; Mathematics; Statistics; 519.2
• DOI: 10.1080/03610926.2014.917186
• Languages: English
• ISSNs: 0361-0926

Abstract

ABSTRACT: There has come to exist within the psychometric literature a generalized belief to the effect that a determination of the level of factorial invariance that holds over a set of k populations Δj, j = 1..s, is central to ascertaining whether or not the common factor random variables ξj, j = 1..s, are equivalent. In the current manuscript, a technical examination of this belief is undertaken. The chief conclusion of the work is that, as long as technical, statistical senses of random variable equivalence are adhered to, the belief is unfounded.