2003
DOI: 10.1177/0022022102250427
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Comparing Typological Structures Across Cultures By Multigroup Latent Class Analysis

Abstract: The advantages of latent class analysis for cross-cultural research in psychology are discussed. The basic principles of multigroup latent class analysis are described and illustrated by an empirical study comparing satisfaction-with-life-domain profiles across two nations (China, United States). In particular, it is shown how various assumptions of measurement invariance across cultures can be tested statistically in the latent class framework.

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Cited by 160 publications
(136 citation statements)
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References 15 publications
(19 reference statements)
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“…Measurement-unit equivalence requires the offset of scales to be similar for groups and scalar equivalence requires scores on the instrument to have the same interval scales across cultural groups (Van de Vijver, 1998). The problem with dichotomous items is that they do not have an origin or a unit of measurement and the concepts of unit and scalar equivalence consequently cannot be applied to dichotomous variables (Eid, Langeheine, & Diener, 2003).…”
Section: Challenges Associated With Cross-cultural Testing In South Amentioning
confidence: 99%
“…Measurement-unit equivalence requires the offset of scales to be similar for groups and scalar equivalence requires scores on the instrument to have the same interval scales across cultural groups (Van de Vijver, 1998). The problem with dichotomous items is that they do not have an origin or a unit of measurement and the concepts of unit and scalar equivalence consequently cannot be applied to dichotomous variables (Eid, Langeheine, & Diener, 2003).…”
Section: Challenges Associated With Cross-cultural Testing In South Amentioning
confidence: 99%
“…calculating the reliability of summated rating scales, exploring dimensionality by means of exploratory factor analysis, or applying confirmatory factor analysis. Of course, dimensional models are appropriate in many situations, but there are cases in which it is more reasonable to assume that there are different types of individuals or different types of attitude profiles (Eid et al 2003). Consider, for instance, the example of reasons to marry.…”
Section: Introductionmentioning
confidence: 99%
“…Standard references include Titterington et al (1985), Bartholomew and Knott (1999), and Wedel and Kamakura (2000). A few researchers in other fields have estimated latent-class models with attitudinal data (Clogg and Goodman, 1984;McCutcheon, 1987;McCutcheon and Nawojcyzk, 1995;De Menezes and Bartholomew, 1996;Yamaguchi, 2000;Eid et al, 2003;Thacher et al, 2003). Applications of latent-class models The approach outlined in this paper assumes that what people do and say are manifestations of underlying stable preferences.…”
mentioning
confidence: 99%