AUTHOR=Jak Suzanne TITLE=Testing strong factorial invariance using three-level structural equation modeling JOURNAL=Frontiers in Psychology VOLUME=Volume 5 - 2014 YEAR=2014 URL=https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2014.00745 DOI=10.3389/fpsyg.2014.00745 ISSN=1664-1078 ABSTRACT=
Within structural equation modeling, the most prevalent model to investigate measurement bias is the multigroup model. Equal factor loadings and intercepts across groups in a multigroup model represent strong factorial invariance (absence of measurement bias) across groups. Although this approach is possible in principle, it is hardly practical when the number of groups is large or when the group size is relatively small. Jak et al. (