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The re-planning and scheduling of surgical cases in the operating room department after block release time with resource rescheduling

Author

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  • Akbarzadeh, Babak
  • Moslehi, Ghasem
  • Reisi-Nafchi, Mohammad
  • Maenhout, Broos

Abstract

The decisions on the strategic and tactical level contained in the operation room scheduling process are based on the expected demand. This demand is used to construct the master surgery schedule in a block booking system, which serves as a base for the planning and scheduling of surgical cases. However, in the operational phase, the actual demand may differ from the expected demand. This leads to increased waiting times, the cancellation of surgical cases and an inefficient utilisation of the operation room department for surgeons with spare capacity. In this paper, we study the Surgical Case re-Planning and Scheduling problem with resource re-scheduling that arises at block release time where the operation room planner tries to balance the capacity and the demand on the operational level. To that purpose, changes with respect to the surgeon schedule and the nurse roster are considered to adequately re-plan and schedule surgical cases. The problem under study minimises the number of changes related to the patient planning, the patient waiting time and the resource re-scheduling cost. We propose a three-phase heuristic that uses column generation to construct a high-quality feasible solution, which is further improved via local branching. Computational experiments have been conducted on an artificial dataset generated in a controlled and structured manner and on real-life data. Results demonstrate that our approach is able to produce (near-)optimal solutions and show the contribution of the different algorithmic building blocks.

Suggested Citation

  • Akbarzadeh, Babak & Moslehi, Ghasem & Reisi-Nafchi, Mohammad & Maenhout, Broos, 2019. "The re-planning and scheduling of surgical cases in the operating room department after block release time with resource rescheduling," European Journal of Operational Research, Elsevier, vol. 278(2), pages 596-614.
  • Handle: RePEc:eee:ejores:v:278:y:2019:i:2:p:596-614
    DOI: 10.1016/j.ejor.2019.04.037
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    References listed on IDEAS

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    1. B. Roland & Chr. Di Martinelly & F. Riane & Y. Pochet, 2010. "Scheduling an operating theatre under human resource constraints," Post-Print hal-00787093, HAL.
    2. Bernardetta Addis & Giuliana Carello & Andrea Grosso & Elena Tànfani, 2016. "Operating room scheduling and rescheduling: a rolling horizon approach," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 206-232, June.
    3. Pham, Dinh-Nguyen & Klinkert, Andreas, 2008. "Surgical case scheduling as a generalized job shop scheduling problem," European Journal of Operational Research, Elsevier, vol. 185(3), pages 1011-1025, March.
    4. Maenhout, Broos & Vanhoucke, Mario, 2013. "An integrated nurse staffing and scheduling analysis for longer-term nursing staff allocation problems," Omega, Elsevier, vol. 41(2), pages 485-499.
    5. H. Fei & C. Chu & N. Meskens, 2009. "Solving a tactical operating room planning problem by a column-generation-based heuristic procedure with four criteria," Annals of Operations Research, Springer, vol. 166(1), pages 91-108, February.
    6. Di Martinelly, Christine & Meskens, Nadine, 2017. "A bi-objective integrated approach to building surgical teams and nurse schedule rosters to maximise surgical team affinities and minimise nurses' idle time," International Journal of Production Economics, Elsevier, vol. 191(C), pages 323-334.
    7. Harish Guda & Milind Dawande & Ganesh Janakiraman & Kyung Sung Jung, 2016. "Optimal Policy for a Stochastic Scheduling Problem with Applications to Surgical Scheduling," Production and Operations Management, Production and Operations Management Society, vol. 25(7), pages 1194-1202, July.
    8. Angela Testi & Elena Tànfani, 2009. "Tactical and operational decisions for operating room planning: Efficiency and welfare implications," Health Care Management Science, Springer, vol. 12(4), pages 363-373, December.
    9. Seyed Hossein Hashemi Doulabi & Louis-Martin Rousseau & Gilles Pesant, 2016. "A Constraint-Programming-Based Branch-and-Price-and-Cut Approach for Operating Room Planning and Scheduling," INFORMS Journal on Computing, INFORMS, vol. 28(3), pages 432-448, August.
    10. 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.
    11. Marco E. Lübbecke & Jacques Desrosiers, 2005. "Selected Topics in Column Generation," Operations Research, INFORMS, vol. 53(6), pages 1007-1023, December.
    12. J. Essen & Johann Hurink & Woutske Hartholt & Bernd Akker, 2012. "Decision support system for the operating room rescheduling problem," Health Care Management Science, Springer, vol. 15(4), pages 355-372, December.
    13. Cardoen, Brecht & Demeulemeester, Erik & Beliën, Jeroen, 2010. "Operating room planning and scheduling: A literature review," European Journal of Operational Research, Elsevier, vol. 201(3), pages 921-932, March.
    14. Michael Samudra & Carla Van Riet & Erik Demeulemeester & Brecht Cardoen & Nancy Vansteenkiste & Frank E. Rademakers, 2016. "Scheduling operating rooms: achievements, challenges and pitfalls," Journal of Scheduling, Springer, vol. 19(5), pages 493-525, October.
    15. Sakine Batun & Brian T. Denton & Todd R. Huschka & Andrew J. Schaefer, 2011. "Operating Room Pooling and Parallel Surgery Processing Under Uncertainty," INFORMS Journal on Computing, INFORMS, vol. 23(2), pages 220-237, May.
    16. Thibaud Monteiro & Nadine Meskens & Tao Wang, 2015. "Surgical scheduling with antagonistic human resource objectives," International Journal of Production Research, Taylor & Francis Journals, vol. 53(24), pages 7434-7449, December.
    17. Fei, H. & Chu, C. & Meskens, N. & Artiba, A., 2008. "Solving surgical cases assignment problem by a branch-and-price approach," International Journal of Production Economics, Elsevier, vol. 112(1), pages 96-108, March.
    18. Francesca Guerriero & Rosita Guido, 2011. "Operational research in the management of the operating theatre: a survey," Health Care Management Science, Springer, vol. 14(1), pages 89-114, March.
    19. Cynthia Barnhart & Ellis L. Johnson & George L. Nemhauser & Martin W. P. Savelsbergh & Pamela H. Vance, 1998. "Branch-and-Price: Column Generation for Solving Huge Integer Programs," Operations Research, INFORMS, vol. 46(3), pages 316-329, June.
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    Cited by:

    1. Akbarzadeh, Babak & Maenhout, Broos, 2024. "A study on policy decisions to embed flexibility for reactive recovery in the planning and scheduling process in operating rooms," Omega, Elsevier, vol. 126(C).
    2. Sean Harris & David Claudio, 2022. "Current Trends in Operating Room Scheduling 2015 to 2020: a Literature Review," SN Operations Research Forum, Springer, vol. 3(1), pages 1-42, March.
    3. Aisha Tayyab & Saif Ullah & Mohammed Fazle Baki, 2023. "An Outer Approximation Method for Scheduling Elective Surgeries with Sequence Dependent Setup Times to Multiple Operating Rooms," Mathematics, MDPI, vol. 11(11), pages 1-15, May.
    4. Tsai, Shing Chih & Yeh, Yingchieh & Kuo, Chen Yun, 2021. "Efficient optimization algorithms for surgical scheduling under uncertainty," European Journal of Operational Research, Elsevier, vol. 293(2), pages 579-593.
    5. Morteza Lalmazloumian & M. Fazle Baki & Majid Ahmadi, 2023. "A two-stage stochastic optimization framework to allocate operating room capacity in publicly-funded hospitals under uncertainty," Health Care Management Science, Springer, vol. 26(2), pages 238-260, June.

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