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台湾糖尿病患者用药依从性差对健康状况和医疗费用的影响研究:一项纵向面板数据分析。

A study on the impact of poor medication adherence on health status and medical expense for diabetes mellitus patients in Taiwan: A longitudinal panel data analysis.

作者信息

Lin Chin-Shien, Khan Haider, Chang Ruei-Yuan, Liao Wei-Chih, Chen Yi-Hsin, Siao Sih-Yin, Hsieh Teng-Fu

机构信息

Department of Business Administration, National Chung Hsing University, Taichung, Taiwan.

Josef Korbel School of International Studies, University of Denver, Denver, CO.

出版信息

Medicine (Baltimore). 2020 Jun 26;99(26):e20800. doi: 10.1097/MD.0000000000020800.

Abstract

Medication adherence plays an important role in disease management, especially for diabetes. The aim of this study was to examine the impacts of demographic characteristics on medication nonadherence and the impacts of nonadherence on both health status and medical expenses for diabetic patients in Taiwan.A total of 1 million diabetes mellitus patients were randomly selected from the National Health Insurance Research Database between January 1, 2000 and December 31, 2004. All records with missing values and those for participants under 18 years of age were then deleted. Because many patients had multiple clinical visit records, all records within the same calendar year were summarized into 1 single record for each person. This pre-processing resulted in 14,602 total patients with a combined 73,010 records over the course of 5 years. Generalized estimating equation models were then constructed to investigate the effects of demographic characteristics on medication nonadherence and the effects of nonadherence on patient health status and medical expenses. The demographic characteristics examined for each patient include gender, age, residential area, and socioeconomic status.Our analysis of how demographic variables impacted nonadherence revealed that elderly patients exhibited better overall medication adherence, but that male patients exhibited poorer medication adherence than female patients. Next, our analysis of how nonadherence impacted health status revealed that patients who exhibited medication nonadherence had poorer health status than patients with proper medication adherence. Finally, our analysis of how nonadherence impacted medical expenses revealed that patients who exhibited medication nonadherence incurred more medical expenses than those who exhibited proper medication adherence.This study's empirical results corroborate the general relationships expressed in the current literature regarding medication nonadherence. However, this study's results were statistically more reliable and revealed the precise impact on health status in terms of the Charlson comorbidity index and increased annual medical expenses. This indicates the need to improve patient attitudes toward medication adherence, which can have substantial effects both medically and economically.

摘要

药物依从性在疾病管理中起着重要作用,尤其是对于糖尿病而言。本研究的目的是探讨人口统计学特征对药物非依从性的影响,以及非依从性对台湾糖尿病患者健康状况和医疗费用的影响。

2000年1月1日至2004年12月31日期间,从国民健康保险研究数据库中随机选取了100万糖尿病患者。然后删除了所有有缺失值的记录以及18岁以下参与者的记录。由于许多患者有多次临床就诊记录,因此将同一年度内的所有记录汇总为每个人的1条单一记录。经过这种预处理,共有14,602名患者,在5年期间共有73,010条记录。随后构建了广义估计方程模型,以研究人口统计学特征对药物非依从性的影响,以及非依从性对患者健康状况和医疗费用的影响。为每位患者检查的人口统计学特征包括性别、年龄、居住地区和社会经济地位。

我们对人口统计学变量如何影响非依从性的分析表明,老年患者总体药物依从性较好,但男性患者的药物依从性比女性患者差。接下来,我们对非依从性如何影响健康状况的分析表明,表现出药物非依从性的患者的健康状况比药物依从性良好的患者差。最后,我们对非依从性如何影响医疗费用的分析表明,表现出药物非依从性的患者比表现出适当药物依从性的患者产生更多的医疗费用。

本研究的实证结果证实了当前文献中关于药物非依从性的一般关系。然而,本研究的结果在统计学上更可靠,并揭示了Charlson合并症指数对健康状况的精确影响以及年度医疗费用的增加。这表明需要改善患者对药物依从性的态度,这在医学和经济方面都可能产生重大影响。

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