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Satisfied surgeon–patient matching: a model-based method

Author

Listed:
  • Yang Liu

    (Northeastern University)

  • Zhi-Ping Fan

    (Northeastern University
    Northeastern University)

  • Yan-Ping Jiang

    (Northeastern University)

Abstract

To support elective surgery scheduling, a surgery assignment plan often needs to be determined beforehand, while a good plan is actually a satisfied matching between surgeons and patients. How to match surgeons and patients considering constrains on the surgeons’ service ability and subjective preferences of the surgeons and patients is a noteworthy research issue, but the in-depth study on this issue is still lacking. The objective of this paper is to develop a method for satisfied matching between surgeons and patients. In the method, surgeons’ satisfaction degrees are calculated according to the preferences of surgeons concerning different types of surgeries, and meanwhile patients’ satisfaction degrees are calculated according to the preferences of patients concerning different surgeons. Then, given the constrains on the surgeons’ service ability, a bi-objective optimization model is constructed to maximize the surgeons’ total satisfaction degree and patients’ total satisfaction degree. Further, an algorithm for solving the model is given. By solving the model, the satisfied matching can be determined. Finally, a case study is given to illustrate the feasibility and validity of the proposed method.

Suggested Citation

  • Yang Liu & Zhi-Ping Fan & Yan-Ping Jiang, 2018. "Satisfied surgeon–patient matching: a model-based method," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(6), pages 2871-2891, November.
  • Handle: RePEc:spr:qualqt:v:52:y:2018:i:6:d:10.1007_s11135-018-0714-9
    DOI: 10.1007/s11135-018-0714-9
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    References listed on IDEAS

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    1. Liwei Zhong & Shoucheng Luo & Lidong Wu & Lin Xu & Jinghui Yang & Guochun Tang, 2014. "A two-stage approach for surgery scheduling," Journal of Combinatorial Optimization, Springer, vol. 27(3), pages 545-556, April.
    2. Sasaki, Hiroo & Toda, Manabu, 1996. "Two-Sided Matching Problems with Externalities," Journal of Economic Theory, Elsevier, vol. 70(1), pages 93-108, July.
    3. Roth, Alvin E. & Sonmez, Tayfun & Utku Unver, M., 2005. "Pairwise kidney exchange," Journal of Economic Theory, Elsevier, vol. 125(2), pages 151-188, December.
    4. Bettina Klaus & Flip Klijn, 2006. "Median Stable Matching for College Admissions," International Journal of Game Theory, Springer;Game Theory Society, vol. 34(1), pages 1-11, April.
    5. Fan, Zhi-Ping & Liu, Yang & Feng, Bo, 2010. "A method for stochastic multiple criteria decision making based on pairwise comparisons of alternatives with random evaluations," European Journal of Operational Research, Elsevier, vol. 207(2), pages 906-915, December.
    6. Van den Bergh, Jorne & Beliën, Jeroen & De Bruecker, Philippe & Demeulemeester, Erik & De Boeck, Liesje, 2013. "Personnel scheduling: A literature review," European Journal of Operational Research, Elsevier, vol. 226(3), pages 367-385.
    7. Mohamad-Ali Afsharkazemi & Jila Manouchehri & Mojtaba Salarifar & Amir Nasiripour, 2013. "Key factors affecting the hospital performance: a qualitative study using fuzzy logic," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(6), pages 3559-3573, October.
    8. Bloch, Francis & Ryder, Harl, 2000. "Two-Sided Search, Marriages, and Matchmakers," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 93-115, February.
    9. Hans, Erwin & Wullink, Gerhard & van Houdenhoven, Mark & Kazemier, Geert, 2008. "Robust surgery loading," European Journal of Operational Research, Elsevier, vol. 185(3), pages 1038-1050, March.
    10. Alvin E. Roth, 1985. "Conflict and Coincidence of Interest in Job Matching: Some New Results and Open Questions," Mathematics of Operations Research, INFORMS, vol. 10(3), pages 379-389, August.
    11. Joana Pais, 2008. "Random matching in the college admissions problem," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 35(1), pages 99-116, April.
    12. Tayfun Sönmez & Alvin E. Roth & M. Utku Ünver, 2007. "Efficient Kidney Exchange: Coincidence of Wants in Markets with Compatibility-Based Preferences," American Economic Review, American Economic Association, vol. 97(3), pages 828-851, June.
    13. Chung-Piaw Teo & Jay Sethuraman, 1998. "The Geometry of Fractional Stable Matchings and Its Applications," Mathematics of Operations Research, INFORMS, vol. 23(4), pages 874-891, November.
    14. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    15. Yigal Gerchak & Diwakar Gupta & Mordechai Henig, 1996. "Reservation Planning for Elective Surgery Under Uncertain Demand for Emergency Surgery," Management Science, INFORMS, vol. 42(3), pages 321-334, March.
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    Cited by:

    1. Zhao, Meng & Wang, Yajun & Zhang, Xueyi & Xu, Chang, 2023. "Online doctor-patient dynamic stable matching model based on regret theory under incomplete information," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).

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