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On the evaluation of structural equation models

Richard P. Bagozzi, Youjae Yi

Journal of the Academy of Marketing Science · 1988 · Volume 16 · Issue 1

DOI: 10.1007/BF02723327

Abstract

Criteria for evaluating structural equation models with latent variables are defined, critiqued, and illustrated. An overall program for model evaluation is proposed based upon an interpretation of converging and diverging evidence. Model assessment is considered to be a complex process mixing statistical criteria with philosophical, historical, and theoretical elements. Inevitably the process entails some attempt at a reconcilation between so-called objective and subjective norms.

Keywords

Structural Equation Model, Rival Model, Unidimensional Model, Root Mean Square Residual, Multiple Group Analysis

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