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Therapy scheduling and therapy planning at hospitals

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  • Nossack, Jenny

Abstract

This paper presents two decision problems, a therapy scheduling and a therapy planning problem, that both arise at psychiatric departments in hospitals. In comparison to other medical departments, the psychiatric treatment includes an extensive therapy program, where various therapies are offered to the patients. Therapies include, e.g., discussion groups, relaxation courses, and artisanal activities. In the therapy scheduling problem, all these therapies have to be scheduled over the week and they have to fulfill a number of constraints (e.g., lunch breaks, precedence relations). Besides the therapy scheduling problem, we furthermore address a therapy planning problem for the patients. Here, therapy plans are defined for the patients, i.e., it has to be decided what therapies the patients attend. So far the therapy schedule as well as the therapy plans have been conducted by hand. To support the planning, we develop mathematical models that generate a therapy schedule and assign therapy plans to the patients. Through optimal therapy planning, hospitals can automate and support the planning processes and can improve the quality of services offered to the patients.

Suggested Citation

  • Nossack, Jenny, 2022. "Therapy scheduling and therapy planning at hospitals," Omega, Elsevier, vol. 109(C).
    • Handle: RePEc:eee:jomega:v:109:y:2022:i:c:s0305048322000032
    DOI: 10.1016/j.omega.2022.102594
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    1. Ahmadi-Javid, Amir & Jalali, Zahra & Klassen, Kenneth J, 2017. "Outpatient appointment systems in healthcare: A review of optimization studies," European Journal of Operational Research, Elsevier, vol. 258(1), pages 3-34.
    2. Kuiper, Alex & Mandjes, Michel, 2015. "Appointment scheduling in tandem-type service systems," Omega, Elsevier, vol. 57(PB), pages 145-156.
    3. de Werra, D., 1985. "An introduction to timetabling," European Journal of Operational Research, Elsevier, vol. 19(2), pages 151-162, February.
    4. Nelishia Pillay, 2014. "A survey of school timetabling research," Annals of Operations Research, Springer, vol. 218(1), pages 261-293, July.
    5. Burke, Edmund Kieran & Petrovic, Sanja, 2002. "Recent research directions in automated timetabling," European Journal of Operational Research, Elsevier, vol. 140(2), pages 266-280, July.
    6. Lizhong Zhao & Chen-Fu Chien & Mitsuo Gen, 2018. "A bi-objective genetic algorithm for intelligent rehabilitation scheduling considering therapy precedence constraints," Journal of Intelligent Manufacturing, Springer, vol. 29(5), pages 973-988, June.
    7. Erwin W. Hans & Mark Houdenhoven & Peter J. H. Hulshof, 2012. "A Framework for Healthcare Planning and Control," International Series in Operations Research & Management Science, in: Randolph Hall (ed.), Handbook of Healthcare System Scheduling, chapter 0, pages 303-320, Springer.
    8. Chen-Fu Chien & Yi-Chao Huang & Chih-Han Hu, 2009. "A hybrid approach of data mining and genetic algorithms for rehabilitation scheduling," International Journal of Manufacturing Technology and Management, Inderscience Enterprises Ltd, vol. 16(1/2), pages 76-100.
    9. Kuiper, Alex & de Mast, Jeroen & Mandjes, Michel, 2021. "The problem of appointment scheduling in outpatient clinics: A multiple case study of clinical practice," Omega, Elsevier, vol. 98(C).
    10. Qingxia Kong & Shan Li & Nan Liu & Chung-Piaw Teo & Zhenzhen Yan, 2020. "Appointment Scheduling Under Time-Dependent Patient No-Show Behavior," Management Science, INFORMS, vol. 66(8), pages 3480-3500, August.
    11. Marynissen, Joren & Demeulemeester, Erik, 2019. "Literature review on multi-appointment scheduling problems in hospitals," European Journal of Operational Research, Elsevier, vol. 272(2), pages 407-419.
    12. Erwin W. Hans & Peter T. Vanberkel, 2012. "Operating Theatre Planning and Scheduling," International Series in Operations Research & Management Science, in: Randolph Hall (ed.), Handbook of Healthcare System Scheduling, chapter 0, pages 105-130, Springer.
    13. Stefan Creemers & Marc Lambrecht & Jeroen Beliën & Maud van den Broeke, 2021. "Evaluation of appointment scheduling rules: A multi-performance measurement approach," Post-Print hal-03140243, HAL.
    14. Chongjun Yan & Jiafu Tang & Bowen Jiang, 2014. "Sequential Appointment Scheduling Considering Walk-In Patients," Mathematical Problems in Engineering, Hindawi, vol. 2014, pages 1-12, April.
    15. Turabieh, Hamza & Abdullah, Salwani, 2011. "An integrated hybrid approach to the examination timetabling problem," Omega, Elsevier, vol. 39(6), pages 598-607, December.
    16. Chien, Chen-Fu & Tseng, Fang-Pin & Chen, Chien-Hung, 2008. "An evolutionary approach to rehabilitation patient scheduling: A case study," European Journal of Operational Research, Elsevier, vol. 189(3), pages 1234-1253, September.
    17. Michael W. Carter, 1986. "OR Practice—A Survey of Practical Applications of Examination Timetabling Algorithms," Operations Research, INFORMS, vol. 34(2), pages 193-202, April.
    18. Creemers, Stefan & Lambrecht, Marc R. & Beliën, Jeroen & Van den Broeke, Maud, 2021. "Evaluation of appointment scheduling rules: A multi-performance measurement approach," Omega, Elsevier, vol. 100(C).
    19. Shan Wang & Nan Liu & Guohua Wan, 2020. "Managing Appointment-Based Services in the Presence of Walk-in Customers," Management Science, INFORMS, vol. 66(2), pages 667-686, February.
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    2. Aslan, Ayse & Ursavas, Evrim & Romeijnders, Ward, 2023. "A Precedence Constrained Knapsack Problem with Uncertain Item Weights for Personalized Learning Systems," Omega, Elsevier, vol. 115(C).

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