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April 26, 2026Open Access

Consistent partial least squares structural equation modeling using SmartPLS

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Authors

JCJun Hwa CheahMSMarko SarstedtJHJoseph F. Hair

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Overview

Teacher’s Corner article illustrates consistent PLSc-SEM using SmartPLS, highlighting model setup and interpretation.

Key Points

  • The aim is to illustrate consistent partial least squares structural equation modeling (PLSc-SEM) and its advantages over traditional methods.
  • Illustration of PLSc-SEM using SmartPLS 4 software.
  • Comparison of PLSc-SEM results with covariance-based SEM using maximum likelihood estimation.
  • Demonstration of model setup and interpretation in the software.
  • PLSc-SEM provides corrected construct correlations for better estimation of common factor models.
  • Results contrast favorably with covariance-based SEM, enhancing model reliability.

Cite This Study

Cheah et al. (2026) studied this question.

synapsesocial.com/papers/69edac4f4a46254e215b40d4https://doi.org/10.15480/882.17019
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