Asian Nurs Res.  2021 Aug;15(3):157-162. 10.1016/j.anr.2021.06.001.

Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting

Affiliations
  • 1Department of Big Data and AI, Hoseo University, Asan, Republic of Korea
  • 2Red Cross College of Nursing, Chung-Ang University, Seoul, Republic of Korea

Abstract

Purpose
This study develops a checklist with guidelines for the methods and important factors to consider in research using structural equation modeling (SEM). Method The paper discusses the factors to consider in the process across the three stages of 1) model setting, 2) model evaluation and modification, and 3) interpretation and reporting of SEM-based studies.
Results
The authors present a checklist for researchers during the stages of model setting, model evaluation and modification, result analysis, and reporting, along with examples of figures and tables with explanations.
Conclusion
A checklist will help to improve the reporting quality of SEM-based studies.

Keyword

Factor analysis; Goodness of fit index; Latent variable; Measurement model; Structural equation model; Structural model
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