TY - BOOK
T1 - Structural Equation Modeling
AU - Bowen, Natasha K.
AU - Guo, Shenyang
N1 - Publisher Copyright:
© 2012 by Oxford University Press, Inc. All rights reserved.
PY - 2012/1/19
Y1 - 2012/1/19
N2 - 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.
AB - 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.
KW - Amos
KW - Best practices
KW - Confirmatory factor analysis
KW - General structure modeling
KW - Mplus
KW - SEM
KW - SEM program
KW - Social work research
KW - Structural equation modeling
UR - https://www.scopus.com/pages/publications/84874447969
U2 - 10.1093/acprof:oso/9780195367621.001.0001
DO - 10.1093/acprof:oso/9780195367621.001.0001
M3 - 书
AN - SCOPUS:84874447969
SN - 9780195367621
BT - Structural Equation Modeling
PB - Oxford University Press
ER -