Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting
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 mod...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier
2021-08-01
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| Series: | Asian Nursing Research |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1976131721000426 |
| _version_ | 1818691313585881088 |
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| author | Hyuncheol Kang Jung-Won Ahn |
| author_facet | Hyuncheol Kang Jung-Won Ahn |
| author_sort | Hyuncheol Kang |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-12-17T12:39:55Z |
| format | Article |
| id | doaj.art-3b988c0820e740379956c51fe912f30d |
| institution | Directory Open Access Journal |
| issn | 1976-1317 |
| language | English |
| last_indexed | 2024-12-17T12:39:55Z |
| publishDate | 2021-08-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Asian Nursing Research |
| spelling | doaj.art-3b988c0820e740379956c51fe912f30d2022-12-21T21:48:04ZengElsevierAsian Nursing Research1976-13172021-08-01153157162Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for ReportingHyuncheol Kang0Jung-Won Ahn1Department of Big Data and AI, Hoseo University, Asan, Republic of KoreaRed Cross College of Nursing, Chung-Ang University, Seoul, Republic of Korea; Correspondence to: Jung-Won Ahn, RN, PhD, Red Cross College of Nursing, Chung-Ang University, 84 Heukseok-ro Dongjak-gu, Seoul, 06974, Republic of Korea.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.http://www.sciencedirect.com/science/article/pii/S1976131721000426Factor analysisGoodness of fit indexLatent variableMeasurement modelStructural equation modelStructural model |
| spellingShingle | Hyuncheol Kang Jung-Won Ahn Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting Asian Nursing Research Factor analysis Goodness of fit index Latent variable Measurement model Structural equation model Structural model |
| title | Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting |
| title_full | Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting |
| title_fullStr | Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting |
| title_full_unstemmed | Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting |
| title_short | Model Setting and Interpretation of Results in Research Using Structural Equation Modeling: A Checklist with Guiding Questions for Reporting |
| title_sort | model setting and interpretation of results in research using structural equation modeling a checklist with guiding questions for reporting |
| topic | Factor analysis Goodness of fit index Latent variable Measurement model Structural equation model Structural model |
| url | http://www.sciencedirect.com/science/article/pii/S1976131721000426 |
| work_keys_str_mv | AT hyuncheolkang modelsettingandinterpretationofresultsinresearchusingstructuralequationmodelingachecklistwithguidingquestionsforreporting AT jungwonahn modelsettingandinterpretationofresultsinresearchusingstructuralequationmodelingachecklistwithguidingquestionsforreporting |