Structural Equation Modeling

Hans Baumgartner; Bert Weijters

doi:10.1007/978-3-319-57413-4_14

Structural Equation Modeling

Hans Baumgartner
, Bert Weijters

Marketing

Research output: Chapter in Book/Report/Conference proceeding › Chapter

7 Scopus citations

Abstract

This chapter presents an overview of the process of structural equation modeling, involving the steps of model specification, model estimation, overall fit evaluation, model respecification, and local fit assessment (including interpreting the parameters of the model). Various extensions of the core structural equation model are described to enable more general representations of measurement and latent variable models as well as applications of the model to heterogeneous populations. An empirical example is provided to illustrate the process of structural equation modeling and to demonstrate some of the complexities that may arise in practical applications.

Original language	English (US)
Title of host publication	Handbook of Market Research
Publisher	Springer International Publishing
Pages	549-586
Number of pages	38
ISBN (Electronic)	9783319574134
ISBN (Print)	9783319574110
DOIs	https://doi.org/10.1007/978-3-319-57413-4_14
State	Published - Jan 1 2021

All Science Journal Classification (ASJC) codes

General Economics, Econometrics and Finance
General Business, Management and Accounting

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10.1007/978-3-319-57413-4_14

Cite this

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AB - This chapter presents an overview of the process of structural equation modeling, involving the steps of model specification, model estimation, overall fit evaluation, model respecification, and local fit assessment (including interpreting the parameters of the model). Various extensions of the core structural equation model are described to enable more general representations of measurement and latent variable models as well as applications of the model to heterogeneous populations. An empirical example is provided to illustrate the process of structural equation modeling and to demonstrate some of the complexities that may arise in practical applications.

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Structural Equation Modeling

Abstract

All Science Journal Classification (ASJC) codes

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