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Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory
BACKGROUND: Self-management is important for the blood sugar control of middle-aged and elderly Type 2 diabetes mellitus (T2DM) patients, of which diet, exercise, and drug compliance are the most common components. The Information-Motivation-Behavioral Skills Model (IMB) has been widely used in heal...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998917/ https://www.ncbi.nlm.nih.gov/pubmed/36908406 http://dx.doi.org/10.3389/fpubh.2023.1109158 |
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author | Dai, Zhenwei Jing, Shu Liu, Xiaoyang Zhang, Haoran Wu, Yijin Wang, Hao Xiao, Weijun Huang, Yiman Fu, Jiaqi Chen, Xu Gao, Lei Su, Xiaoyou |
author_facet | Dai, Zhenwei Jing, Shu Liu, Xiaoyang Zhang, Haoran Wu, Yijin Wang, Hao Xiao, Weijun Huang, Yiman Fu, Jiaqi Chen, Xu Gao, Lei Su, Xiaoyou |
author_sort | Dai, Zhenwei |
collection | PubMed |
description | BACKGROUND: Self-management is important for the blood sugar control of middle-aged and elderly Type 2 diabetes mellitus (T2DM) patients, of which diet, exercise, and drug compliance are the most common components. The Information-Motivation-Behavioral Skills Model (IMB) has been widely used in health behavior management and intervention. OBJECTIVE: The purpose of this study is to develop and validate the Diabetic Self-Management Scale (DSMS) based on the IMB model. METHODS: Self-report survey data was collected from middle-aged and elderly T2DM patients in Zhongmu City, Henan Province, China in November 2021 using convenience sampling. The original DSMS was developed through a literature review and summary of previous similar scales using an inductive approach. Item modification was finished by a panel of specialists. Exploratory factor analysis and confirmatory factor analysis were used to evaluate the reliability, convergent validity, discriminant validity, and criterion validity of DSMS. RESULTS: Four hundred and sixty nine T2DM patients completed the questionnaire survey. The final DSMS consists of 22 items with three dimensions, including information (five items), motivation (eight items), and behavior skills (nine items). The results of simple factor analysis showed that the KMO value was 0.839, Bartlett spherical test 2 = 3254.872, P < 0.001. The results of confirmatory factor analysis showed that 2/df = 2.261, RMSEA = 0.073, CFI = 0.937, TLI = 0.930, and SRMR = 0.096. The standardized factor loadings of 22 DSMS items were all above 0.6, and the CR values of 3 dimensions were all higher than 0.9. In addition, DSMS also showed good discriminant and criterion validity. CONCLUSION: The 22-item DSMS has good reliability and validity, and can be used to make diabetic self-management assessment regarding diet, physical activity, and medication among middle-aged and elderly Chinese T2DM patients. DSMS is of moderate length and easy to understand. It can be promoted in China in the future to understand the self-management status of middle-aged and elderly T2DM patients in China. |
format | Online Article Text |
id | pubmed-9998917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99989172023-03-11 Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory Dai, Zhenwei Jing, Shu Liu, Xiaoyang Zhang, Haoran Wu, Yijin Wang, Hao Xiao, Weijun Huang, Yiman Fu, Jiaqi Chen, Xu Gao, Lei Su, Xiaoyou Front Public Health Public Health BACKGROUND: Self-management is important for the blood sugar control of middle-aged and elderly Type 2 diabetes mellitus (T2DM) patients, of which diet, exercise, and drug compliance are the most common components. The Information-Motivation-Behavioral Skills Model (IMB) has been widely used in health behavior management and intervention. OBJECTIVE: The purpose of this study is to develop and validate the Diabetic Self-Management Scale (DSMS) based on the IMB model. METHODS: Self-report survey data was collected from middle-aged and elderly T2DM patients in Zhongmu City, Henan Province, China in November 2021 using convenience sampling. The original DSMS was developed through a literature review and summary of previous similar scales using an inductive approach. Item modification was finished by a panel of specialists. Exploratory factor analysis and confirmatory factor analysis were used to evaluate the reliability, convergent validity, discriminant validity, and criterion validity of DSMS. RESULTS: Four hundred and sixty nine T2DM patients completed the questionnaire survey. The final DSMS consists of 22 items with three dimensions, including information (five items), motivation (eight items), and behavior skills (nine items). The results of simple factor analysis showed that the KMO value was 0.839, Bartlett spherical test 2 = 3254.872, P < 0.001. The results of confirmatory factor analysis showed that 2/df = 2.261, RMSEA = 0.073, CFI = 0.937, TLI = 0.930, and SRMR = 0.096. The standardized factor loadings of 22 DSMS items were all above 0.6, and the CR values of 3 dimensions were all higher than 0.9. In addition, DSMS also showed good discriminant and criterion validity. CONCLUSION: The 22-item DSMS has good reliability and validity, and can be used to make diabetic self-management assessment regarding diet, physical activity, and medication among middle-aged and elderly Chinese T2DM patients. DSMS is of moderate length and easy to understand. It can be promoted in China in the future to understand the self-management status of middle-aged and elderly T2DM patients in China. Frontiers Media S.A. 2023-02-24 /pmc/articles/PMC9998917/ /pubmed/36908406 http://dx.doi.org/10.3389/fpubh.2023.1109158 Text en Copyright © 2023 Dai, Jing, Liu, Zhang, Wu, Wang, Xiao, Huang, Fu, Chen, Gao and Su. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Dai, Zhenwei Jing, Shu Liu, Xiaoyang Zhang, Haoran Wu, Yijin Wang, Hao Xiao, Weijun Huang, Yiman Fu, Jiaqi Chen, Xu Gao, Lei Su, Xiaoyou Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title | Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title_full | Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title_fullStr | Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title_full_unstemmed | Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title_short | Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
title_sort | development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998917/ https://www.ncbi.nlm.nih.gov/pubmed/36908406 http://dx.doi.org/10.3389/fpubh.2023.1109158 |
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