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Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior
BACKGROUND: Diabetes self-management (DSM) is essential for patients to achieve better health outcomes. However, previous studies have demonstrated that the performance of DSM is not optimal. This study was designed to identify the significant determinants of self-management behavior in type 2 diabe...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Asociacion Espanola de Psicologia Conductual
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471452/ https://www.ncbi.nlm.nih.gov/pubmed/36168599 http://dx.doi.org/10.1016/j.ijchp.2022.100332 |
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author | Pan, Lihua Zhang, Xia Wang, Sizhe Zhao, Nan Zhao, Ran Ding, Bogui Li, Ying Miao, Wenxue Fan, Hong |
author_facet | Pan, Lihua Zhang, Xia Wang, Sizhe Zhao, Nan Zhao, Ran Ding, Bogui Li, Ying Miao, Wenxue Fan, Hong |
author_sort | Pan, Lihua |
collection | PubMed |
description | BACKGROUND: Diabetes self-management (DSM) is essential for patients to achieve better health outcomes. However, previous studies have demonstrated that the performance of DSM is not optimal. This study was designed to identify the significant determinants of self-management behavior in type 2 diabetes(T2DM) patients to improve DSM. METHOD: A convenient sampling method was employed in this study. Data were collected from a community health center from January to February 2021 in Nanjing city, China. A total of 431 patients completed the self-administered questionnaires. A structural equation model based on the theory of planned behavior(TPB) was adopted for analysis. RESULTS: TPB model presents excellent goodness of fit of data. Attitude (β=0.161, P < 0.01), subjective norms (SN) (β=0.239, P < 0.001), and perceived behavior control (PBC) (β=0.197, P < 0.001) were strong predictors of intention. Intention (β=0.230, P < 0.001) and PBC (β=0.259, P < 0.001) had a direct effect on self-management behavior. The impact of attitude and SN on behavior was significantly mediated via behavioral intention. CONCLUSION: The application of TPB to self-management behavior in T2DM patients can significantly enhance our understanding of theory-based self-management behavior. This predictive model could potentially be a valuable tool and provide a feasible approach for formulating more targeted and population-specific DSM interventions in future research. |
format | Online Article Text |
id | pubmed-9471452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Asociacion Espanola de Psicologia Conductual |
record_format | MEDLINE/PubMed |
spelling | pubmed-94714522022-09-26 Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior Pan, Lihua Zhang, Xia Wang, Sizhe Zhao, Nan Zhao, Ran Ding, Bogui Li, Ying Miao, Wenxue Fan, Hong Int J Clin Health Psychol Original Article BACKGROUND: Diabetes self-management (DSM) is essential for patients to achieve better health outcomes. However, previous studies have demonstrated that the performance of DSM is not optimal. This study was designed to identify the significant determinants of self-management behavior in type 2 diabetes(T2DM) patients to improve DSM. METHOD: A convenient sampling method was employed in this study. Data were collected from a community health center from January to February 2021 in Nanjing city, China. A total of 431 patients completed the self-administered questionnaires. A structural equation model based on the theory of planned behavior(TPB) was adopted for analysis. RESULTS: TPB model presents excellent goodness of fit of data. Attitude (β=0.161, P < 0.01), subjective norms (SN) (β=0.239, P < 0.001), and perceived behavior control (PBC) (β=0.197, P < 0.001) were strong predictors of intention. Intention (β=0.230, P < 0.001) and PBC (β=0.259, P < 0.001) had a direct effect on self-management behavior. The impact of attitude and SN on behavior was significantly mediated via behavioral intention. CONCLUSION: The application of TPB to self-management behavior in T2DM patients can significantly enhance our understanding of theory-based self-management behavior. This predictive model could potentially be a valuable tool and provide a feasible approach for formulating more targeted and population-specific DSM interventions in future research. Asociacion Espanola de Psicologia Conductual 2023 2022-09-09 /pmc/articles/PMC9471452/ /pubmed/36168599 http://dx.doi.org/10.1016/j.ijchp.2022.100332 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Article Pan, Lihua Zhang, Xia Wang, Sizhe Zhao, Nan Zhao, Ran Ding, Bogui Li, Ying Miao, Wenxue Fan, Hong Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title | Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title_full | Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title_fullStr | Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title_full_unstemmed | Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title_short | Determinants associated with self-management behavior among type 2 diabetes patients in China: A structural equation model based on the theory of planned behavior |
title_sort | determinants associated with self-management behavior among type 2 diabetes patients in china: a structural equation model based on the theory of planned behavior |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471452/ https://www.ncbi.nlm.nih.gov/pubmed/36168599 http://dx.doi.org/10.1016/j.ijchp.2022.100332 |
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