What question did this study set out to answer?

To provide a comprehensive examination of structural equation modeling, addressing theoretical foundations, estimation challenges, model evaluation, and practical applications across behavioral sciences.

January 1, 1996Journal of the Royal Statistical Society Series D (The Statistician)

Structural Equation Modeling: Concepts, Issues, and Applications.

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Authors

MSMurray SmithAberystwyth University RHRick H. HoyleDuke University

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Implication

Methodological compendium demonstrates foundational principles, estimation strategies, and empirical uses of structural equation modeling, highlighting rigorous standards for latent variable analysis.

Key Points

To provide a comprehensive examination of structural equation modeling, addressing theoretical foundations, estimation challenges, model evaluation, and practical applications across behavioral sciences.
Synthesizes theoretical guidelines on model specification, statistical power, evaluation of model fit, and estimation techniques under conditions of nonnormality.
Compares computational software strategies (EQS and LISREL) and outlines standard reporting guidelines for latent variable models.
Examines empirical case studies covering multitrait-multimethod analysis, demographic disparities in depression, personality predictors of symptoms, and longitudinal antisocial behavior in boys.
Identified practical remedies and robust estimation strategies for managing nonnormal data and complex error structures in structural equation models.
Outlined objective evaluation criteria and goodness-of-fit indices to determine model adequacy and prevent misspecification.
Demonstrated the empirical utility of latent variable modeling for dissecting multifactorial relationships in social, clinical, and developmental psychology.

Cite This Study

Smith et al. (1996) studied this question.

synapsesocial.com/papers/69ebf3b2a5198c3ffd514f04 https://doi.org/10.2307/2988418

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Structural Equation Modeling: Concepts, Issues, and Applications.

Discussion

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Implication

Key Points

Cite This Study

Structural Equation Modeling: Concepts, Issues, and Applications.

Discussion

Member takes

Implication

Key Points

Cite This Study

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