Multigroup analysis using SmartPLS: step-by-step guidelines for business research
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 eff...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MAG Scholar
2020
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| Online Access: | http://psasir.upm.edu.my/id/eprint/86850/1/Multigroup%20analysis%20using%20SmartPLS.pdf |
| _version_ | 1796981768662810624 |
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| author | Cheah, Jun Hwa Thurasamy, Ramayah Memon, Mumtaz Ali Chuah, Francis Ting, Hiram |
| author_facet | Cheah, Jun Hwa Thurasamy, Ramayah Memon, Mumtaz Ali Chuah, Francis Ting, Hiram |
| author_sort | Cheah, Jun Hwa |
| collection | UPM |
| description | 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. |
| first_indexed | 2024-03-06T10:42:29Z |
| format | Article |
| id | upm.eprints-86850 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:42:29Z |
| publishDate | 2020 |
| publisher | MAG Scholar |
| record_format | dspace |
| spelling | upm.eprints-868502021-11-22T02:32:18Z http://psasir.upm.edu.my/id/eprint/86850/ Multigroup analysis using SmartPLS: step-by-step guidelines for business research Cheah, Jun Hwa Thurasamy, Ramayah Memon, Mumtaz Ali Chuah, Francis Ting, Hiram 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. MAG Scholar 2020-12 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/86850/1/Multigroup%20analysis%20using%20SmartPLS.pdf Cheah, Jun Hwa and Thurasamy, Ramayah and Memon, Mumtaz Ali and Chuah, Francis and Ting, Hiram (2020) Multigroup analysis using SmartPLS: step-by-step guidelines for business research. Asian Journal of Business Research, 10 (3). pp. 1-19. ISSN 2463-4522; ESSN:1778-8933 https://magscholar.com/asian-journal-of-business-research/vol-10-issue-3/doi-10-14707-ajbr-200087/ 10.14707/ajbr.200087 |
| spellingShingle | Cheah, Jun Hwa Thurasamy, Ramayah Memon, Mumtaz Ali Chuah, Francis Ting, Hiram Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title | Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title_full | Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title_fullStr | Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title_full_unstemmed | Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title_short | Multigroup analysis using SmartPLS: step-by-step guidelines for business research |
| title_sort | multigroup analysis using smartpls step by step guidelines for business research |
| url | http://psasir.upm.edu.my/id/eprint/86850/1/Multigroup%20analysis%20using%20SmartPLS.pdf |
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