Structural Equation Modeling

  • Natasha K. Bowen
  • , Shenyang Guo

    Research output: Book/ReportBookpeer-review

    811 Scopus citations

    Abstract

    Structural Equation Modeling (SEM) has long been used in social work research, but the writing on the topic is typically fragmented and highly technical. The chapters demonstrate two SEM programs with distinct user interfaces and capabilities (Amos and Mplus) with enough specificity that readers can conduct their own analyses without consulting additional resources. Examples from social work literature highlight best practices for the specification, estimation, interpretation, and modification of structural equation models. Unlike most sources on SEM, this book provides clear guidelines on how to evaluate SEM output and how to proceed when model fit is not acceptable. Oftentimes, confirmatory factor analysis and general structure modeling are the most flexible, powerful, and appropriate choices for social work data.

    Original languageEnglish
    PublisherOxford University Press
    Number of pages240
    ISBN (Electronic)9780199918256
    ISBN (Print)9780195367621
    DOIs
    StatePublished - Jan 19 2012

    Keywords

    • Amos
    • Best practices
    • Confirmatory factor analysis
    • General structure modeling
    • Mplus
    • SEM
    • SEM program
    • Social work research
    • Structural equation modeling

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