Journal article

Testing for Approximate Measurement Invariance of Human Values in the European Social Survey


Authors listCieciuch, Jan; Davidov, Eldad; Algesheimer, Rene; Schmidt, Peter

Publication year2018

Pages665-686

JournalSociological Methods and Research

Volume number47

Issue number4

ISSN0049-1241

eISSN1552-8294

Open access statusGreen

DOI Linkhttps://doi.org/10.1177/0049124117701478

PublisherSAGE Publications


Abstract
Measurement invariance is a necessary precondition for meaningful cross-country comparisons, and three levels have been differentiated: configural, metric, and scalar. Unfortunately, establishing the most stringent form, that is, scalar measurement invariance, across groups is difficult. Recently, Muthen and Asparouhov proposed testing for approximate rather than exact measurement invariance, as this may be sufficient for meaningful comparisons. Following their strategy, the results of cross-country approximate measurement invariance tests of the 21-item Portrait Value Questionnaire (PVQ-21) scale to measure values in the European Social Survey are presented (N = 274,447 respondents from 15 countries participating in all six rounds). Applying the new approximate method for the test of measurement invariance allows both using more moderate constraints of approximate equality of parameters across groups and exploring the extent of noninvariance. Approximate measurement invariance was established in almost all rounds for two higher-order values: openness to change and self-enhancement. In the case of the two other higher-order values, self-transcendence and conservation, approximate measurement invariance was established across a subset of countries.



Citation Styles

Harvard Citation styleCieciuch, J., Davidov, E., Algesheimer, R. and Schmidt, P. (2018) Testing for Approximate Measurement Invariance of Human Values in the European Social Survey, Sociological Methods and Research, 47(4), pp. 665-686. https://doi.org/10.1177/0049124117701478

APA Citation styleCieciuch, J., Davidov, E., Algesheimer, R., & Schmidt, P. (2018). Testing for Approximate Measurement Invariance of Human Values in the European Social Survey. Sociological Methods and Research. 47(4), 665-686. https://doi.org/10.1177/0049124117701478



Keywords


Bayesian analysisCOMPARABILITYCOUNTRIESCOVARIANCEEQUIVALENCEEuropean Social Surveyexact and approximate measurement invarianceFIT INDEXEShuman valuesPVQ-21

Last updated on 2025-10-06 at 10:55