articleJournal of Business ResearchDec 14, 2022HYBRID OA

Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations

Universiti Putra Malaysia · University of East Anglia · +2 more institutions

Indexed incrossref

Abstract

Multigroup analysis (MGA) in partial least squares structural equation modeling (PLS-SEM) has grown considerably in the past few years in many different research fields, particularly in the business area. However, a close examination of MGA in PLS-SEM articles revealed much less research that compared more than two groups. Furthermore, research applying MGA in PLS-SEM with more than two groups has several constraints. For instance, most researchers need clarification about using either the omnibus test of group differences (OTG) or non-parametric distance-based tests (NDT) for an overall difference across the groups. Moreover, they do not handle family-wise error when comparing more than two groups, nor do…

Citation impact

318
total citations
FWCI
124.44
Percentile
100%
References
75
Citations per year

Authors

3

Topics & keywords

Keywords
  • Structural equation modeling
  • Partial least squares regression
  • Parametric statistics
  • Psychology
  • Statistics
  • Mathematics
  • Econometrics
  • Computer science
No related works found for this paper.

Funding