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教育程度影响2型糖尿病的诊断时间以及参与糖尿病按效付费项目者的死亡风险。

Educational attainment affects the diagnostic time in type 2 diabetes mellitus and the mortality risk of those enrolled in the diabetes pay-for-performance program.

作者信息

Liao Yi-Shu, Tsai Wen-Chen, Chiu Li-Ting, Kung Pei-Tseng

机构信息

Department of Pathology, Taichung Armed Forces General Hospital, National Defense Medical Center, Taiwan; Department of Public Health, China Medical University, Taiwan.

Department of Health Services Administration, China Medical University, Taiwan.

出版信息

Health Policy. 2023 Dec;138:104917. doi: 10.1016/j.healthpol.2023.104917. Epub 2023 Sep 26.

Abstract

Most patients are diagnosed as having diabetes only after experiencing diabetes complications. Educational attainment might have a positive relationship with diabetes prognosis. The diabetes pay-for-performance (P4P) program-providing comprehensive, continuous medical care-has improved diabetes prognosis in Taiwan. This retrospective cohort study investigated how educational attainment affects the presence of diabetes complications at diabetes diagnosis and mortality risk in patients with diabetes enrolled in the P4P program. From the National Health Insurance Research Database, we identified patients aged >45 years who had received a new diagnosis of type 2 diabetes during 2002-2015; they were followed up until the end of 2017. We next used logistic regression analysis to explore whether the patients with different educational attainments had varied diabetic complication risks at diabetes diagnosis. The Cox proportional hazard model was employed to examine the association of different educational attainments in people with diabetes with mortality risk after their enrollment in the P4P program. The results indicated that as educational attainment increased, the risk of diabetes complications at type 2 diabetes diagnosis decreased gradually. When type 2 diabetes with different educational attainments joined the P4P program, high school education had the highest effect on reducing mortality risk; however, those with ≤ 6th grade education had the lowest impact.

摘要

大多数患者在出现糖尿病并发症后才被诊断为患有糖尿病。教育程度可能与糖尿病预后呈正相关。在台湾,糖尿病按绩效付费(P4P)计划——提供全面、持续的医疗护理——改善了糖尿病的预后。这项回顾性队列研究调查了教育程度如何影响参加P4P计划的糖尿病患者在糖尿病诊断时糖尿病并发症的存在情况以及死亡风险。我们从国民健康保险研究数据库中,识别出2002年至2015年期间新诊断为2型糖尿病的45岁以上患者;对他们进行随访直至2017年底。接下来,我们使用逻辑回归分析来探讨不同教育程度的患者在糖尿病诊断时糖尿病并发症风险是否存在差异。采用Cox比例风险模型来检验糖尿病患者不同教育程度与参加P4P计划后的死亡风险之间的关联。结果表明,随着教育程度的提高,2型糖尿病诊断时糖尿病并发症的风险逐渐降低。当不同教育程度的2型糖尿病患者加入P4P计划时,高中教育程度对降低死亡风险的效果最为显著;然而,六年级及以下教育程度的患者影响最小。

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