Litcius/Paper detail

Multigroup Analysis using SmartPLS: Step-by-Step Guidelines for Business Research

Jun‐Hwa Cheah, Ramayah Thurasamy, Mumtaz Ali Memon, Francis Chuah, Hiram Ting

2020Asian Journal of Business Research363 citationsDOIOpen Access PDF

Abstract

Multigroup Analysis (MGA) using partial least squares path modelling (PLSPM) is an efficient approach to evaluate moderation across multiple relationships in a research model. This editorial explains the importance and the usage of MGA, especially when a study intends to understand heterogeneity effects (i.e., cross-cultural or gender differences) in a business research. We provide step-by-step guidelines to perform MGA using SmartPLS 3.3.2, including the assessment of measurement invariance using the measurement invariance of composite models (MICOM) procedure. We believe that this editorial will enable researchers and postgraduate students to conduct MGA with confidence to draw meaningful insights from the data and examine the differences across the groups under investigation.

Topics & Concepts

ModerationPath analysis (statistics)Structural equation modelingComputer scienceManagement scienceData sciencePsychologyMachine learningEngineeringInsect and Pesticide Research