利用马尔可夫状态转换模型对糖尿病前期干预方式与不作为进行成本节约分析--多区域案例研究

IF 3 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Hussain Abdulrahman Al-Omar, Marcin Czech, Tran Quang Nam, Ulrike Gottwald-Hostalek, Nikola Vesic, James Whitehouse, Maddy Dawson
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引用次数: 0

摘要

背景糖尿病前期管理是全球政策制定者的首要任务,以避免/延缓 2 型糖尿病(T2D)的发生,减少严重的、代价高昂的健康后果。从低收入到中等收入的国家最容易受到 T2D "流行病 "的威胁,可能会发现实施预防措施具有挑战性;然而,大部分发达国家都对预防措施进行了评估。 方法 马尔科夫队列模拟探讨了三个糖尿病前期发病率较高且经济状况截然不同的国家(波兰、沙特阿拉伯和越南)的各种糖尿病前期管理方法的成本和效益,这些成本和效益表现为公共医疗系统的 "节约"。比较了两种最长达 15 年的方案:"不作为"(不对糖尿病前期进行干预)和 "干预":二甲双胍缓释片(ER)、生活方式强化改变(ILC)、二甲双胍缓释片(ER)ILC 或二甲双胍缓释片(ER)ILC "滴定"。 结果 在所有时间跨度内,T2D都是因资源使用而产生的成本最高的健康状况,而不作为产生的T2D成本最高,占医疗资源总成本的9%到34%不等。与不采取行动相比,所有干预措施都能减少 T2D,其中最有效的是 ILC + 二甲双胍(ER)"滴定"(5 年后减少 39%)。二甲双胍(ER)是唯一能在整个时间跨度内产生净节省的策略;然而,其他干预措施与不作为相比,医疗系统的相对总成本随着时间的推移而下降,直至15年。通过单向敏感性分析,越南对成本和参数变化最为敏感。 结论 针对糖尿病前期的二甲双胍(ER)和生活方式干预有望降低T2D发病率。二甲双胍(ER)可减少T2D患者人数和医疗成本,但在生活方式干预面临资金/报销挑战的情况下,人们对患者的依从性存在担忧。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Cost saving analysis of prediabetes intervention modalities in comparison with inaction using Markov state transition model—A multiregional case study

Cost saving analysis of prediabetes intervention modalities in comparison with inaction using Markov state transition model—A multiregional case study

Background

Prediabetes management is a priority for policymakers globally, to avoid/delay type 2 diabetes (T2D) and reduce severe, costly health consequences. Countries moving from low to middle income are most at risk from the T2D “epidemic” and may find implementing preventative measures challenging; yet prevention has largely been evaluated in developed countries.

Methods

Markov cohort simulations explored costs and benefits of various prediabetes management approaches, expressed as “savings” to the public health care system, for three countries with high prediabetes prevalence and contrasting economic status (Poland, Saudi Arabia, Vietnam). Two scenarios were compared up to 15 y: “inaction” (no prediabetes intervention) and “intervention” with metformin extended release (ER), intensive lifestyle change (ILC), ILC with metformin (ER), or ILC with metformin (ER) “titration.”

Results

T2D was the highest-cost health state at all time horizons due to resource use, and inaction produced the highest T2D costs, ranging from 9% to 34% of total health care resource costs. All interventions reduced T2D versus inaction, the most effective being ILC + metformin (ER) “titration” (39% reduction at 5 y). Metformin (ER) was the only strategy that produced net saving across the time horizon; however, relative total health care system costs of other interventions vs inaction declined over time up to 15 y. Viet Nam was most sensitive to cost and parameter changes via a one-way sensitivity analysis.

Conclusions

Metformin (ER) and lifestyle interventions for prediabetes offer promise for reducing T2D incidence. Metformin (ER) could reduce T2D patient numbers and health care costs, given concerns regarding adherence in the context of funding/reimbursement challenges for lifestyle interventions.

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来源期刊
Journal of Diabetes
Journal of Diabetes ENDOCRINOLOGY & METABOLISM-
CiteScore
6.50
自引率
2.20%
发文量
94
审稿时长
>12 weeks
期刊介绍: Journal of Diabetes (JDB) devotes itself to diabetes research, therapeutics, and education. It aims to involve researchers and practitioners in a dialogue between East and West via all aspects of epidemiology, etiology, pathogenesis, management, complications and prevention of diabetes, including the molecular, biochemical, and physiological aspects of diabetes. The Editorial team is international with a unique mix of Asian and Western participation. The Editors welcome submissions in form of original research articles, images, novel case reports and correspondence, and will solicit reviews, point-counterpoint, commentaries, editorials, news highlights, and educational content.
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