Cargando…
Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable
This study proposes an integrated analysis in evaluating the role of a mediating variable. An integrated method of structural equation modeling and causal steps was employed. The procedure commenced with the conceptual model and hypotheses development, followed by validity and reliability tests usin...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283657/ https://www.ncbi.nlm.nih.gov/pubmed/35847242 http://dx.doi.org/10.1016/j.mex.2022.101777 |
_version_ | 1784747372413190144 |
---|---|
author | Syafiq, Muhammad Sirojuzilam Badaruddin Purwoko, Agus |
author_facet | Syafiq, Muhammad Sirojuzilam Badaruddin Purwoko, Agus |
author_sort | Syafiq, Muhammad |
collection | PubMed |
description | This study proposes an integrated analysis in evaluating the role of a mediating variable. An integrated method of structural equation modeling and causal steps was employed. The procedure commenced with the conceptual model and hypotheses development, followed by validity and reliability tests using International Business Machines (IBM) Statistical Package for the Social Sciences (SPSS) Statistics 25. Then confirmatory and regression analyses were carried out using Structural Equation Modeling (SEM)-Analysis of Moment Structures (AMOS), for model modification. Finally, the causal steps method was employed to evaluate the role of the mediating variable. • This method integrates the use of SEM and causal steps; • It includes the validation of the model, variables, and constructs; • Also, it involves model modification. |
format | Online Article Text |
id | pubmed-9283657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-92836572022-07-16 Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable Syafiq, Muhammad Sirojuzilam Badaruddin Purwoko, Agus MethodsX Method Article This study proposes an integrated analysis in evaluating the role of a mediating variable. An integrated method of structural equation modeling and causal steps was employed. The procedure commenced with the conceptual model and hypotheses development, followed by validity and reliability tests using International Business Machines (IBM) Statistical Package for the Social Sciences (SPSS) Statistics 25. Then confirmatory and regression analyses were carried out using Structural Equation Modeling (SEM)-Analysis of Moment Structures (AMOS), for model modification. Finally, the causal steps method was employed to evaluate the role of the mediating variable. • This method integrates the use of SEM and causal steps; • It includes the validation of the model, variables, and constructs; • Also, it involves model modification. Elsevier 2022-06-30 /pmc/articles/PMC9283657/ /pubmed/35847242 http://dx.doi.org/10.1016/j.mex.2022.101777 Text en © 2022 The Author(s). Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Method Article Syafiq, Muhammad Sirojuzilam Badaruddin Purwoko, Agus Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title | Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title_full | Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title_fullStr | Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title_full_unstemmed | Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title_short | Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
title_sort | integrated structural equation modeling and causal steps in evaluating the role of the mediating variable |
topic | Method Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283657/ https://www.ncbi.nlm.nih.gov/pubmed/35847242 http://dx.doi.org/10.1016/j.mex.2022.101777 |
work_keys_str_mv | AT syafiqmuhammad integratedstructuralequationmodelingandcausalstepsinevaluatingtheroleofthemediatingvariable AT sirojuzilam integratedstructuralequationmodelingandcausalstepsinevaluatingtheroleofthemediatingvariable AT badaruddin integratedstructuralequationmodelingandcausalstepsinevaluatingtheroleofthemediatingvariable AT purwokoagus integratedstructuralequationmodelingandcausalstepsinevaluatingtheroleofthemediatingvariable |