Cheah, J.H.; Sarstedt, M.; Hair, J.F. & Ringle, C.M. (In press) Structural Equation Modeling - A Multidisciplinary Journal [Domenii conexe, Q1]

Publicat: 22 Iulie 2026

Cheah, J.H.; Sarstedt, M.; Hair, J.F. & Ringle, C.M. (In press) Consistent Partial Least Squares Structural Equation Modeling Using SmartPLS Structural Equation Modeling - A Multidisciplinary Journal .

DOI: https://doi.org/10.1080/10705511.2026.2633754

✓ Publisher: Taylor & Francis
✓ Categories: Mathematics, Interdisciplinary Applications; Social Sciences, Mathematical Methods
✓ Article Influence Score (AIS): 2.365 (2025) / Q1 in all categories.

Abstract:
This Teacher’s Corner article provides a comprehensive illustration of consistent partial least squares structural equation modeling (PLSc-SEM), a variant of the original PLS-SEM method, which corrects construct correlations for attenuation. The method thereby allows estimating common factor models within a composite-based SEM framework. Our descriptions draw on SmartPLS 4, the most frequently used software for conducting PLS-SEM analyses, illustrating how to set up and estimate the model and interpret the estimates. We further contrast our results with those from other composite-based SEM estimators and from covariance-based SEM using maximum likelihood estimation, as implemented in SmartPLS.

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