Le Ho Thi Quynh Anh, Nguyen Vu Quoc Huy, Nguyen Minh Tam, Johan Wens, Anselme Derese, Wim Peersman, Vo Ngoc Ha My, Tran Binh Thang, Nguyen Thi Phuong Anh, Tran Thi Truc Ly, Peter Pype
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Multivariate logistic regression models were developed to explore how SDSCA, DMSES, and their combined effect relate to glycaemic control, adjusting for patient characteristics. Network analysis in R software examined relationships between self-efficacy and self-care dimensions across glycaemic control subgroups using a Gaussian graphical model with the extended Bayesian information criterion.</p><p><strong>Results: </strong>Half the PWDs (50.7%) had suboptimal glycaemic control. Better glycaemic control was consistently associated with higher self-efficacy (odds ratio (OR) = 0.76, 95% confidence (CI) (0.60, 0.97), <i>p</i> = 0.03), shorter duration of diabetes (OR = 1.89, 95% CI (1.08, 3.31), <i>p</i> = 0.03), normal waist circumference (OR = 1.76, 95% CI (1.02, 3.05), <i>p</i> = 0.04), absence of diabetes complications (OR = 2.09, 95% CI (1.10, 3.98), <i>p</i> = 0.02), and treatment with oral hypoglycaemic agents (OR = 3.05, 95% CI (1.53, 6.09), <i>p</i> < 0.01). Network analysis among people with well-controlled HbA1c revealed that diet adherence and self-efficacy had the most robust connection, with diet self-efficacy strongly associated with most self-efficacy dimensions. Self-efficacy in exercise, blood glucose monitoring, and foot care are the most central factors in the network structures for PWDs with suboptimal glycaemic control.</p><p><strong>Conclusions: </strong>Our study highlights the critical role of self-efficacy in diabetes primary care. For people with optimal glycaemic control, prioritising self-efficacy in diet adherence is crucial for sustaining glycaemic outcomes and supporting other self-care behaviours. Among those with suboptimal glycaemic control, enhancing self-efficacy in exercise, blood glucose monitoring, and foot care is essential. Targeted education programs, personalised counselling, and E-health tools can further empower patients to manage their diabetes more effectively.</p>","PeriodicalId":21398,"journal":{"name":"SAGE Open Medicine","volume":"12 ","pages":"20503121241310016"},"PeriodicalIF":2.3000,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11672485/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the relationships between self-efficacy, self-care, and glycaemic control in primary care diabetes management.\",\"authors\":\"Le Ho Thi Quynh Anh, Nguyen Vu Quoc Huy, Nguyen Minh Tam, Johan Wens, Anselme Derese, Wim Peersman, Vo Ngoc Ha My, Tran Binh Thang, Nguyen Thi Phuong Anh, Tran Thi Truc Ly, Peter Pype\",\"doi\":\"10.1177/20503121241310016\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>Our study aimed to identify the complex interplay between self-efficacy, self-care practice, and glycaemic control among people with type 2 diabetes mellitus (PWDs) to inform the design of more targeted and effective behavioural interventions in primary care.</p><p><strong>Methods: </strong>A cross-sectional descriptive study was performed with 294 PWDs managed in primary care. The Diabetes Management Self-Efficacy Scale (DMSES) and Summary of Diabetes Self-Care Activities (SDSCA) questionnaire measured patients' self-efficacy and self-care practice. Multivariate logistic regression models were developed to explore how SDSCA, DMSES, and their combined effect relate to glycaemic control, adjusting for patient characteristics. Network analysis in R software examined relationships between self-efficacy and self-care dimensions across glycaemic control subgroups using a Gaussian graphical model with the extended Bayesian information criterion.</p><p><strong>Results: </strong>Half the PWDs (50.7%) had suboptimal glycaemic control. Better glycaemic control was consistently associated with higher self-efficacy (odds ratio (OR) = 0.76, 95% confidence (CI) (0.60, 0.97), <i>p</i> = 0.03), shorter duration of diabetes (OR = 1.89, 95% CI (1.08, 3.31), <i>p</i> = 0.03), normal waist circumference (OR = 1.76, 95% CI (1.02, 3.05), <i>p</i> = 0.04), absence of diabetes complications (OR = 2.09, 95% CI (1.10, 3.98), <i>p</i> = 0.02), and treatment with oral hypoglycaemic agents (OR = 3.05, 95% CI (1.53, 6.09), <i>p</i> < 0.01). Network analysis among people with well-controlled HbA1c revealed that diet adherence and self-efficacy had the most robust connection, with diet self-efficacy strongly associated with most self-efficacy dimensions. Self-efficacy in exercise, blood glucose monitoring, and foot care are the most central factors in the network structures for PWDs with suboptimal glycaemic control.</p><p><strong>Conclusions: </strong>Our study highlights the critical role of self-efficacy in diabetes primary care. 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引用次数: 0
摘要
目的:本研究旨在确定2型糖尿病(PWDs)患者自我效能、自我保健实践和血糖控制之间复杂的相互作用,为设计更有针对性和更有效的初级保健行为干预提供信息。方法:对294名在初级保健部门治疗的残疾患者进行横断面描述性研究。糖尿病管理自我效能感量表(DMSES)和糖尿病自我护理活动总结问卷(SDSCA)测量患者的自我效能感和自我护理实践。建立多变量logistic回归模型,探讨SDSCA、DMSES及其联合效应与血糖控制的关系,并根据患者特征进行调整。R软件中的网络分析使用扩展贝叶斯信息准则的高斯图形模型检验了血糖控制亚组中自我效能感和自我保健维度之间的关系。结果:半数pwd患者(50.7%)血糖控制不理想。较好的血糖控制始终与较高的自我效能(优势比(OR) = 0.76, 95%置信区间(CI) (0.60, 0.97), p = 0.03)、较短的糖尿病病程(OR = 1.89, 95% CI (1.08, 3.31), p = 0.03)、正常的腰围(OR = 1.76, 95% CI (1.02, 3.05), p = 0.04)、无糖尿病并发症(OR = 2.09, 95% CI (1.10, 3.98), p = 0.02)以及口服降糖药治疗(OR = 3.05, 95% CI (1.53, 6.09), p相关。我们的研究强调了自我效能感在糖尿病初级保健中的关键作用。对于血糖控制最佳的人来说,在饮食坚持中优先考虑自我效能对于维持血糖结果和支持其他自我保健行为至关重要。对于那些血糖控制不佳的人来说,在运动、血糖监测和足部护理中提高自我效能是必不可少的。有针对性的教育计划、个性化咨询和电子卫生工具可以进一步增强患者更有效地管理糖尿病的能力。
Exploring the relationships between self-efficacy, self-care, and glycaemic control in primary care diabetes management.
Objectives: Our study aimed to identify the complex interplay between self-efficacy, self-care practice, and glycaemic control among people with type 2 diabetes mellitus (PWDs) to inform the design of more targeted and effective behavioural interventions in primary care.
Methods: A cross-sectional descriptive study was performed with 294 PWDs managed in primary care. The Diabetes Management Self-Efficacy Scale (DMSES) and Summary of Diabetes Self-Care Activities (SDSCA) questionnaire measured patients' self-efficacy and self-care practice. Multivariate logistic regression models were developed to explore how SDSCA, DMSES, and their combined effect relate to glycaemic control, adjusting for patient characteristics. Network analysis in R software examined relationships between self-efficacy and self-care dimensions across glycaemic control subgroups using a Gaussian graphical model with the extended Bayesian information criterion.
Results: Half the PWDs (50.7%) had suboptimal glycaemic control. Better glycaemic control was consistently associated with higher self-efficacy (odds ratio (OR) = 0.76, 95% confidence (CI) (0.60, 0.97), p = 0.03), shorter duration of diabetes (OR = 1.89, 95% CI (1.08, 3.31), p = 0.03), normal waist circumference (OR = 1.76, 95% CI (1.02, 3.05), p = 0.04), absence of diabetes complications (OR = 2.09, 95% CI (1.10, 3.98), p = 0.02), and treatment with oral hypoglycaemic agents (OR = 3.05, 95% CI (1.53, 6.09), p < 0.01). Network analysis among people with well-controlled HbA1c revealed that diet adherence and self-efficacy had the most robust connection, with diet self-efficacy strongly associated with most self-efficacy dimensions. Self-efficacy in exercise, blood glucose monitoring, and foot care are the most central factors in the network structures for PWDs with suboptimal glycaemic control.
Conclusions: Our study highlights the critical role of self-efficacy in diabetes primary care. For people with optimal glycaemic control, prioritising self-efficacy in diet adherence is crucial for sustaining glycaemic outcomes and supporting other self-care behaviours. Among those with suboptimal glycaemic control, enhancing self-efficacy in exercise, blood glucose monitoring, and foot care is essential. Targeted education programs, personalised counselling, and E-health tools can further empower patients to manage their diabetes more effectively.