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决策树-马尔可夫模型在心房颤动筛查经济学评价中的应用
引用本文:卢莎,孙金悦,樊重俊.决策树-马尔可夫模型在心房颤动筛查经济学评价中的应用[J].上海理工大学学报,2022,44(3):308-314.
作者姓名:卢莎  孙金悦  樊重俊
作者单位:上海理工大学 管理学院,上海 200093;上海市微创投资控股有限公司,上海 201203
基金项目:国家重点研发计划重点专项(2019YFC1711800);上海市微创伤介植入医疗器械及设备重点实验室专项(19DZ2230500)
摘    要:心房颤动(简称房颤)近年来的发病率呈现年轻化趋势,严重威胁着人类的生存及健康。基于决策树?马尔可夫模型,模拟房颤?脑卒中?疾病转归的自然发展过程,依据成本效用等指标开展不同房颤筛查策略的卫生经济学评价。针对上海地区和国内平均水平分别提出了不同的最优筛查组合策略。通过模型敏感性分析发现,房颤筛查费用对于上海的成本效用敏感性最强,而抗凝治疗费用对于国内平均的成本效用敏感性最强。最后,为了更好地开展针对房颤的健康管理,给出了房颤筛查策略的建议,为我国房颤筛查防治的健康管理模式优化提供参考。

关 键 词:房颤  健康管理  筛查  决策树–马尔可夫模型  成本管理
收稿时间:2021/8/8 0:00:00

Application of decision tree-Markov model in economic evaluation of atrial fibrillation screening
LU Sh,SUN Jinyue,FAN Chongjun.Application of decision tree-Markov model in economic evaluation of atrial fibrillation screening[J].Journal of University of Shanghai For Science and Technology,2022,44(3):308-314.
Authors:LU Sh  SUN Jinyue  FAN Chongjun
Institution:Business School, University of Shanghai for Science and Technology, Shanghai 200093, China;Shanghai Microport Medical Device (Group) Co., Ltd., Shanghai 201203, China
Abstract:The incidence of atrial fibrillation (AF) has been younger in recent years and AF seriously threatens human survival and health. Based on the decision tree-Markov model, the natural development process of AF-stroke-disease outcome was simulated, and the health economics evaluation of different atrial fibrillation screening strategies was carried out according to the indicators of cost and utility. Different optimal screening combination strategies were proposed according to the level in Shanghai and domestic average. Further sensitivity analysis indicated that the cost-effectiveness sensitivity of AF screening cost was the most significant in Shanghai, but the cost of anticoagulant treatment was the most sensitive to the cost utility of the domestic average. Finally, in order to better carry out health management of AF, some suggestions on AF screening strategies were put forward, which provided a reference for the optimization of health management mode of AF screening and prevention in our country.
Keywords:atrial fibrillation  health management  screening  decision tree-Markov model  cost management
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