Non-invariance? An Overstated Problem With Misconceived Causes
Dados Bibliográficos
AUTOR(ES) | |
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AFILIAÇÃO(ÕES) | Laboratory for Comparative Social Research (LCSR), National Research University - Higher School of Economics, Moscow, Russia, Center for the Study of Democracy (CSD), Leuphana University, Lueneburg, Germany |
ANO | 2023 |
TIPO | Artigo |
PERIÓDICO | Sociological Methods and Research |
ISSN | 0049-1241 |
E-ISSN | 1552-8294 |
EDITORA | Annual Reviews (United States) |
DOI | 10.1177/0049124121995521 |
CITAÇÕES | 12 |
ADICIONADO EM | 2025-08-18 |
Resumo
Scholars study representative international surveys to understand cross-cultural differences in mentality patterns, which are measured via complex multi-item constructs. Methodologists in this field insist with increasing vigor that detecting 'non-invariance' in how a construct's items associate with each other in different national samples is an infallible sign of encultured in-equivalences in how respondents understand the items. Questioning this claim, we demonstrate that a main source of non-invariance is the arithmetic of closed-ended scales in the presence of sample mean disparity. Since arithmetic principles are culture-unspecific, the non-invariance that these principles enforce in statistical terms is inconclusive of encultured in-equivalences in semantic terms. Because of this inconclusiveness, our evidence reveals furthermore that non-invariance is inconsequential for the cross-cultural functioning of multi-item constructs as concerns their nomological linkages to other variables of interest. We discuss the implications of these insights for measurement validation in cross-cultural settings with large sample mean disparity.