Impacts of public medical insurance reforms on households: An application of fuzzy cognitive map for scenario evaluation

被引:5
作者
Yun, Yeonggyu [1 ]
Jung, Hye-Young [2 ]
机构
[1] Seoul Natl Univ, Dept Econ, Seoul 08826, South Korea
[2] Hanyang Univ, Dept Appl Math, Gyeonggi 15588, South Korea
基金
新加坡国家研究基金会;
关键词
Fuzzy cognitive map; Nonlinear Hebbian learning; Public medical insurance; Medical service satisfaction;
D O I
10.1007/s00500-021-05617-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We examine the effects of policy reforms on public medical insurance on households. We employ fuzzy cognitive map (FCM) since it allows for a parsimonious structure and still yields reliable simulation results. We adopt a hybrid approach to construct FCM and separately design maps for low-income households and general households. We further examine three scenarios in which government subsidies on public medical insurance, insurance coverage rates, and registration rates increase respectively. Our simulation based on the constructed FCM shows that government subsidy increases have the largest impacts on households. We demonstrate both flexibility and extensibility of FCM by assessing different scenarios.
引用
收藏
页码:7947 / 7956
页数:10
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