Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Pan, Lihua, Zhang, Xia, Wang, Sizhe, Zhao, Nan, Zhao, Ran, Ding, Bogui, Li, Ying, Miao, Wenxue, Fan, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Asociacion Espanola de Psicologia Conductual 2023
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
_version_ 1784789078648029184
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
work_keys_str_mv AT panlihua determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT zhangxia determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT wangsizhe determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT zhaonan determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT zhaoran determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT dingbogui determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT liying determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT miaowenxue determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior
AT fanhong determinantsassociatedwithselfmanagementbehavioramongtype2diabetespatientsinchinaastructuralequationmodelbasedonthetheoryofplannedbehavior