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Improving medical decision-making with a management science game theory approach to liver transplantation

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  • Mendonça, Francisco V.
  • Catalão-Lopes, Margarida
  • Marinho, Rui Tato
  • Figueira, José Rui

Abstract

Even though nowadays medicine is necessarily linked with technology, it is still a service involving human interaction, which frequently requires the help of management science tools. Indeed, a medical consultation can be an extremely complex example of human interaction. Management science, operations research and in particular game theory may play a key role in helping to improve the results of medical decision-making processes. Game theory is widely used in a large variety of decision-making studies, but there is little application to health care issues, namely the doctor-patient relationship. This paper uses game theory to model the liver transplantation consultation for patients suffering from Alcoholic Liver Disease. This disease is very delicate, and patients at its end-stages require special dedication where management science tools are of utmost importance. They may try to deceive doctors, which may lead to bad outcomes. The Nash equilibrium behaviors by doctor and patient are obtained. Results show some health policy and managerial implications on the decision-makers’ parameters and on the order of play so as to achieve, for instance, higher rates of patient’s cooperation.

Suggested Citation

  • Mendonça, Francisco V. & Catalão-Lopes, Margarida & Marinho, Rui Tato & Figueira, José Rui, 2020. "Improving medical decision-making with a management science game theory approach to liver transplantation," Omega, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:jomega:v:94:y:2020:i:c:s0305048318308569
    DOI: 10.1016/j.omega.2019.03.008
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    as
    1. Bhaumik, P. K., 2002. "Regulating the domestic air travel in India: an umpire's game," Omega, Elsevier, vol. 30(1), pages 33-44, February.
    2. Weixin Shang & Liming Liu, 2011. "Promised Delivery Time and Capacity Games in Time-Based Competition," Management Science, INFORMS, vol. 57(3), pages 599-610, March.
    3. David K. Levine & Drew Fudenberg, 2006. "A Dual-Self Model of Impulse Control," American Economic Review, American Economic Association, vol. 96(5), pages 1449-1476, December.
    4. Zhou, Wenhui & Wan, Qiang & Zhang, Ren-Qian, 2017. "Choosing among hospitals in the subsidized health insurance system of China: A sequential game approach," European Journal of Operational Research, Elsevier, vol. 257(2), pages 568-585.
    5. Caruso, Valeria & Daniele, Patrizia, 2018. "A network model for minimizing the total organ transplant costs," European Journal of Operational Research, Elsevier, vol. 266(2), pages 652-662.
    6. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    7. Soo-Haeng Cho & Christopher S. Tang, 2014. "Technical Note---Capacity Allocation Under Retail Competition: Uniform and Competitive Allocations," Operations Research, INFORMS, vol. 62(1), pages 72-80, February.
    8. Dutang, Christophe & Albrecher, Hansjoerg & Loisel, Stéphane, 2013. "Competition among non-life insurers under solvency constraints: A game-theoretic approach," European Journal of Operational Research, Elsevier, vol. 231(3), pages 702-711.
    9. Ding, Yi & Gao, Xing & Huang, Chao & Shu, Jia & Yang, Donghui, 2018. "Service competition in an online duopoly market," Omega, Elsevier, vol. 77(C), pages 58-72.
    10. Schelling, Thomas C, 1978. "Egonomics, or the Art of Self-Management," American Economic Review, American Economic Association, vol. 68(2), pages 290-294, May.
    11. Daniel M. Bartels & Oleg Urminsky, 2011. "On Intertemporal Selfishness: How the Perceived Instability of Identity Underlies Impatient Consumption," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(1), pages 182-198.
    12. Rauner, Marion S. & Kraus, Markus & Schwarz, Sigrun, 2008. "Competition under different reimbursement systems: The concept of an internet-based hospital management game," European Journal of Operational Research, Elsevier, vol. 185(3), pages 948-963, March.
    13. Berman, Oded & Gavious, Arieh, 2007. "Location of terror response facilities: A game between state and terrorist," European Journal of Operational Research, Elsevier, vol. 177(2), pages 1113-1133, March.
    14. Lee, Chungseung & Park, Kun Soo, 2016. "Inventory and transshipment decisions in the rationing game under capacity uncertainty," Omega, Elsevier, vol. 65(C), pages 82-97.
    15. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    16. Charles J. Corbett & Uday S. Karmarkar, 2001. "Competition and Structure in Serial Supply Chains with Deterministic Demand," Management Science, INFORMS, vol. 47(7), pages 966-978, July.
    17. Soo-Haeng Cho, 2014. "Horizontal Mergers in Multitier Decentralized Supply Chains," Management Science, INFORMS, vol. 60(2), pages 356-379, February.
    18. Colin F. Camerer, 1997. "Progress in Behavioral Game Theory," Journal of Economic Perspectives, American Economic Association, vol. 11(4), pages 167-188, Fall.
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