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The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes
BACKGROUND: Self-management is the cornerstone of diabetes care, however, despite the numerous recommendations available for self-management, type-2 diabetes mellitus (T2DM) patients’ performance is suboptimal in China. This study aimed to explore the association between self-efficacy and self-manag...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6844544/ https://www.ncbi.nlm.nih.gov/pubmed/31710631 http://dx.doi.org/10.1371/journal.pone.0224869 |
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author | Yao, Jingjing Wang, Haipeng Yin, Xiao Yin, Jia Guo, Xiaolei Sun, Qiang |
author_facet | Yao, Jingjing Wang, Haipeng Yin, Xiao Yin, Jia Guo, Xiaolei Sun, Qiang |
author_sort | Yao, Jingjing |
collection | PubMed |
description | BACKGROUND: Self-management is the cornerstone of diabetes care, however, despite the numerous recommendations available for self-management, type-2 diabetes mellitus (T2DM) patients’ performance is suboptimal in China. This study aimed to explore the association between self-efficacy and self-management behaviors among Chinese T2DM patients, which might provide evidence to inform effective self-management interventions for these patients. METHODS: A cross-sectional survey was conducted using a multi-stage stratified randomized sampling in Shandong Province, China. The Diabetes Empowerment Scale-Short Form (DES-SF) was used to measure patients’ self-efficacy to manage diabetes. Latent class analysis (LCA) was used to explore the observed classes of self-management behaviors (dietary control, physical exercise, regular medication and self-monitoring of blood glucose). A two-class solution for self-management behaviors was tested to be the fittest based on LCA; we labelled active and inactive self-management groups. Univariate and multivariate logistic regression analysis were used to examine the associations between self-efficacy and self-management behaviors. RESULTS: A total of 2166 T2DM patients were included in the analysis. The mean DES-SF score was 31.9 (standard deviation: 5.2). The estimated proportions of T2DM in the active and inactive groups were 54.8% and 45.2%, respectively. The multivariate logistic regression showed that higher DES-SF score was significantly associated with higher possibility of active self-management behaviors (odds ratio = 1.06; 95% confidence interval: 1.04–1.08). CONCLUSIONS: Self-efficacy in managing diabetes is associated with self-management behaviors among Chinese T2DM patients. To improve self-management behaviors, multiple strategies should be conducted to improve patients’ self-efficacy. |
format | Online Article Text |
id | pubmed-6844544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-68445442019-11-15 The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes Yao, Jingjing Wang, Haipeng Yin, Xiao Yin, Jia Guo, Xiaolei Sun, Qiang PLoS One Research Article BACKGROUND: Self-management is the cornerstone of diabetes care, however, despite the numerous recommendations available for self-management, type-2 diabetes mellitus (T2DM) patients’ performance is suboptimal in China. This study aimed to explore the association between self-efficacy and self-management behaviors among Chinese T2DM patients, which might provide evidence to inform effective self-management interventions for these patients. METHODS: A cross-sectional survey was conducted using a multi-stage stratified randomized sampling in Shandong Province, China. The Diabetes Empowerment Scale-Short Form (DES-SF) was used to measure patients’ self-efficacy to manage diabetes. Latent class analysis (LCA) was used to explore the observed classes of self-management behaviors (dietary control, physical exercise, regular medication and self-monitoring of blood glucose). A two-class solution for self-management behaviors was tested to be the fittest based on LCA; we labelled active and inactive self-management groups. Univariate and multivariate logistic regression analysis were used to examine the associations between self-efficacy and self-management behaviors. RESULTS: A total of 2166 T2DM patients were included in the analysis. The mean DES-SF score was 31.9 (standard deviation: 5.2). The estimated proportions of T2DM in the active and inactive groups were 54.8% and 45.2%, respectively. The multivariate logistic regression showed that higher DES-SF score was significantly associated with higher possibility of active self-management behaviors (odds ratio = 1.06; 95% confidence interval: 1.04–1.08). CONCLUSIONS: Self-efficacy in managing diabetes is associated with self-management behaviors among Chinese T2DM patients. To improve self-management behaviors, multiple strategies should be conducted to improve patients’ self-efficacy. Public Library of Science 2019-11-11 /pmc/articles/PMC6844544/ /pubmed/31710631 http://dx.doi.org/10.1371/journal.pone.0224869 Text en © 2019 Yao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yao, Jingjing Wang, Haipeng Yin, Xiao Yin, Jia Guo, Xiaolei Sun, Qiang The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title | The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title_full | The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title_fullStr | The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title_full_unstemmed | The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title_short | The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes |
title_sort | association between self-efficacy and self-management behaviors among chinese patients with type 2 diabetes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6844544/ https://www.ncbi.nlm.nih.gov/pubmed/31710631 http://dx.doi.org/10.1371/journal.pone.0224869 |
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