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Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach

Author

Listed:
  • Zainab Alalawi
  • The Anh Han
  • Yifeng Zeng
  • Aiman Elragig

Abstract

Spending by the UK's National Health Service (NHS) on independent healthcare treatment has been increased in recent years and is predicted to sustain its upward trend with the forecast of population growth. Some have viewed this increase as an attempt not to expand the patients' choices but to privatize public healthcare. This debate poses a social dilemma whether the NHS should stop cooperating with Private providers. This paper contributes to healthcare economic modelling by investigating the evolution of cooperation among three proposed populations: Public Healthcare Providers, Private Healthcare Providers and Patients. The Patient population is included as a main player in the decision-making process by expanding patient's choices of treatment. We develop a generic basic model that measures the cost of healthcare provision based on given parameters, such as NHS and private healthcare providers' cost of investments in both sectors, cost of treatments and gained benefits. A patient's costly punishment is introduced as a mechanism to enhance cooperation among the three populations. Our findings show that cooperation can be improved with the introduction of punishment (patient's punishment) against defecting providers. Although punishment increases cooperation, it is very costly considering the small improvement in cooperation in comparison to the basic model.

Suggested Citation

  • Zainab Alalawi & The Anh Han & Yifeng Zeng & Aiman Elragig, 2019. "Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach," Papers 1907.07132, arXiv.org.
  • Handle: RePEc:arx:papers:1907.07132
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    File URL: http://arxiv.org/pdf/1907.07132
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    References listed on IDEAS

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    1. James Andreoni & William Harbaugh & Lise Vesterlund, 2003. "The Carrot or the Stick: Rewards, Punishments, and Cooperation," American Economic Review, American Economic Association, vol. 93(3), pages 893-902, June.
    2. Kandori, Michihiro & Mailath, George J & Rob, Rafael, 1993. "Learning, Mutation, and Long Run Equilibria in Games," Econometrica, Econometric Society, vol. 61(1), pages 29-56, January.
    3. Zack Cooper & Stephen Gibbons & Simon Jones & Alistair McGuire, 2011. "Does Hospital Competition Save Lives? Evidence From The English NHS Patient Choice Reforms," Economic Journal, Royal Economic Society, vol. 121(554), pages 228-260, August.
    4. Giuseppe Moscelli & Hugh Gravelle & Luigi Siciliani, 2016. "Market structure, patient choice and hospital quality for elective patients," Working Papers 139cherp, Centre for Health Economics, University of York.
    5. Nathaniel D. Bastian & Tahir Ekin & Hyojung Kang & Paul M. Griffin & Lawrence V. Fulton & Benjamin C. Grannan, 2017. "Stochastic multi-objective auto-optimization for resource allocation decision-making in fixed-input health systems," Health Care Management Science, Springer, vol. 20(2), pages 246-264, June.
    6. Karl Sigmund & Hannelore De Silva & Arne Traulsen & Christoph Hauert, 2010. "Social learning promotes institutions for governing the commons," Nature, Nature, vol. 466(7308), pages 861-863, August.
    7. Kurt R. Brekke & Lars Sørgard, 2007. "Public versus private health care in a national health service," Health Economics, John Wiley & Sons, Ltd., vol. 16(6), pages 579-601, June.
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    Cited by:

    1. Zhao, Yuntong & Du, Yushen, 2021. "Technical standard competition: An ecosystem-view analysis based on stochastic evolutionary game theory," Technology in Society, Elsevier, vol. 67(C).

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