What question did this study set out to answer?

The aim is to enhance the evaluation of structural models by integrating different estimation methods.

March 28, 2026Open Access

A multimethod SEM framework for analyzing models with latent variables

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This article proposes a multimethod SEM framework to assess structural paths in models with latent variables, suggesting improved model evaluation.

The aim is to enhance the evaluation of structural models by integrating different estimation methods.
Introduced a multimethod SEM framework applying both factor-based and composite-based estimators.
Outlined a workflow for implementing multimethod estimation.
Evaluated convergence and divergence in model results.
Demonstrated the robustness of structural paths under varying assumptions.
Highlighted improvements in theoretical inference and predictive accuracy.
Enhanced credibility in SEM-based conclusions through multimethod approach.

Hair et al. (2026) studied this question.

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This article proposes a multimethod SEM framework to assess structural paths in models with latent variables, suggesting improved model evaluation.