A non-cooperative game with incomplete information to improve patient hospital choice

被引:20
|
作者
Song, Jie [1 ]
Wen, Jianpei [1 ]
机构
[1] Peking Univ, Dept Ind Engn & Management, Coll Engn, Beijing 100871, Peoples R China
基金
美国国家科学基金会;
关键词
hospital choice; game theory; incomplete information; health care policy; HEALTH-CARE; POTENTIAL GAMES; FICTITIOUS PLAY; CONGESTION; LOCATION; PREFERENCES; FACILITIES; SELECTION; UTILITY; MODELS;
D O I
10.1080/00207543.2015.1077284
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to improve the accessibility of health care service, the hierarchical health care delivery system that includes the general hospital (GH) and the community health care center (CHC) has been gradually established in urban China. In this paper, we introduce a game theoretic framework that considers both the influence of static and dynamic factors on patients' choices among health care facilities. We formulate a non-cooperative game with incomplete information and regard the equilibrium of this game as a best prediction of patients' hospital choice results. We implement the proposed game theoretic framework by a case study. We provide quantitative analysis on the equilibrium to study how those factors affect patients' hospital choices. Finally, to achieve the goal that alleviates the congestion of GH and balance the patient flow among GHs and CHCs, we implement two incentive policies in our model, along with analysing their effects on patients' hospital choices. The non-cooperative game with incomplete information model functions as a quantitative tool to help the government decision-maker to improve the patient flow distribution in urban China.
引用
收藏
页码:7360 / 7375
页数:16
相关论文
共 50 条
  • [31] Development Strategy of Logistics Park in China Based on Non-cooperative Game
    Tsai, Hsien-Tang
    Huang, ShiZheng
    2012 INTERNATIONAL CONFERENCE ON EDUCATION REFORM AND MANAGEMENT INNOVATION (ERMI 2012), VOL 5, 2013, : 566 - 572
  • [32] Uplink interference protection as a non-cooperative game over OFDMA networks
    Ramirez, Rodrigo A. Vaca
    Thompson, John
    Ramos R, Victor M.
    2012 IEEE VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2012,
  • [33] A Non-Cooperative Resource Utilization Game Between Two Competing Malware
    Varma, Vineeth S.
    Hayel, Yezekayel
    Morarescu, Irinel-Constantin
    IEEE CONTROL SYSTEMS LETTERS, 2022, 7 : 67 - 72
  • [34] Non-cooperative game theory based congestion control in lossy WSN
    Chowdhury, Srijit
    Giri, Chandan
    2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [35] Selection algorithm of heterogeneous networks based on non-cooperative game theory
    Lang, G.-P. (langgaiping@gmail.com), 1600, South China University of Technology (42): : 29 - 35
  • [36] DoS Mitigation Mechanism Based on Non-cooperative Repeated Game for SDN
    Wu, Guowei
    Li, Zhaoxin
    Yao, Lin
    2018 IEEE 24TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2018), 2018, : 612 - 619
  • [37] Network packets sampling modeling based on static non-cooperative game
    Lin H.
    Chen H.
    Tao J.
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2010, 40 (03): : 481 - 485
  • [38] The Fisherman's Problem: Exploring the tension between cooperative and non-cooperative concepts in a simple game
    Abbink, K
    Darziv, R
    Gilula, Z
    Goren, H
    Irlenbusch, B
    Keren, A
    Rockenbach, B
    Sadrieh, A
    Selten, R
    Zamir, S
    JOURNAL OF ECONOMIC PSYCHOLOGY, 2003, 24 (04) : 425 - 445
  • [39] Non-cooperative and cooperative game-theoretic models for usage-based lease contracts
    Hamidi, Maryam
    Liao, Haitao
    Szidarovszky, Ferenc
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 255 (01) : 163 - 174
  • [40] COOPERATIVE OPERATIONAL STRATEGIES OF PHOTOVOLTAIC,ENERGY STORAGE,LOAD AND POWER GRID BASED ON COOPERATIVE AND NON-COOPERATIVE GAME
    Wang X.
    Yan L.
    Liu B.
    Zhao F.
    Gao B.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (05): : 128 - 138