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Minimizing the maximal ergonomic burden in intra-hospital patient transportation

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  • Fröhlich von Elmbach, Alexander
  • Scholl, Armin
  • Walter, Rico
Abstract
The transportation of patients within a hospital concerns three main groups. Firstly, the hospital managers, who must ensure an efficient transport system with sufficient porters so that delays of surgeries or examinations are (mostly) avoided. Secondly, the patients, for whom waiting times before and after appointments should not be too long. And thirdly, the porters, who carry out the physical transport of patients within the hospital. This last group faces high physical liability as well as risks of illnesses and injuries due to work-related musculoskeletal disorders. Despite these facts, the porters’ interests are often neglected in current research. This paper integrates the needs of all three aforementioned groups into a mathematical model, which is solved with the help of a tailored tabu search algorithm. Computational experiments reveal that the new procedure is able to find high-quality solutions in a very short time. Most often, the obtained solutions are even optimal. They also significantly improve upon those generated by a typical real-world planning approach. Furthermore, the trade-off between the interests of all three groups is analyzed.

Suggested Citation

  • Fröhlich von Elmbach, Alexander & Scholl, Armin & Walter, Rico, 2019. "Minimizing the maximal ergonomic burden in intra-hospital patient transportation," European Journal of Operational Research, Elsevier, vol. 276(3), pages 840-854.
    • Handle: RePEc:eee:ejores:v:276:y:2019:i:3:p:840-854
    DOI: 10.1016/j.ejor.2019.01.062
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    References listed on IDEAS

    as
    1. Allahverdi, Ali, 2015. "The third comprehensive survey on scheduling problems with setup times/costs," European Journal of Operational Research, Elsevier, vol. 246(2), pages 345-378.
    2. Dumas, Yvan & Desrosiers, Jacques & Soumis, Francois, 1991. "The pickup and delivery problem with time windows," European Journal of Operational Research, Elsevier, vol. 54(1), pages 7-22, September.
    3. Lahyani, Rahma & Khemakhem, Mahdi & Semet, Frédéric, 2015. "Rich vehicle routing problems: From a taxonomy to a definition," European Journal of Operational Research, Elsevier, vol. 241(1), pages 1-14.
    4. Alena Otto & Nils Boysen & Armin Scholl & Rico Walter, 2017. "Ergonomic workplace design in the fast pick area," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(4), pages 945-975, October.
    5. Wan, Guohua & Yen, Benjamin P. -C., 2002. "Tabu search for single machine scheduling with distinct due windows and weighted earliness/tardiness penalties," European Journal of Operational Research, Elsevier, vol. 142(2), pages 271-281, October.
    6. Olli Bräysy & Michel Gendreau, 2005. "Vehicle Routing Problem with Time Windows, Part I: Route Construction and Local Search Algorithms," Transportation Science, INFORMS, vol. 39(1), pages 104-118, February.
    7. Daniel Kowalczyk & Roel Leus, 2017. "An exact algorithm for parallel machine scheduling with conflicts," Journal of Scheduling, Springer, vol. 20(4), pages 355-372, August.
    8. Verena Schmid & Karl F. Doerner, 2014. "Examination and Operating Room Scheduling Including Optimization of Intrahospital Routing," Transportation Science, INFORMS, vol. 48(1), pages 59-77, February.
    9. Sterna, Malgorzata, 2011. "A survey of scheduling problems with late work criteria," Omega, Elsevier, vol. 39(2), pages 120-129, April.
    10. Olli Bräysy & Michel Gendreau, 2005. "Vehicle Routing Problem with Time Windows, Part II: Metaheuristics," Transportation Science, INFORMS, vol. 39(1), pages 119-139, February.
    11. Koulamas, Christos, 1996. "Single-machine scheduling with time windows and earliness/tardiness penalties," European Journal of Operational Research, Elsevier, vol. 91(1), pages 190-202, May.
    12. Robert McNaughton, 1959. "Scheduling with Deadlines and Loss Functions," Management Science, INFORMS, vol. 6(1), pages 1-12, October.
    13. Otto, Alena & Scholl, Armin, 2011. "Incorporating ergonomic risks into assembly line balancing," European Journal of Operational Research, Elsevier, vol. 212(2), pages 277-286, July.
    14. Bektas, Tolga, 2006. "The multiple traveling salesman problem: an overview of formulations and solution procedures," Omega, Elsevier, vol. 34(3), pages 209-219, June.
    15. Éric Taillard & Philippe Badeau & Michel Gendreau & François Guertin & Jean-Yves Potvin, 1997. "A Tabu Search Heuristic for the Vehicle Routing Problem with Soft Time Windows," Transportation Science, INFORMS, vol. 31(2), pages 170-186, May.
    16. Wipawee Tharmmaphornphilas & Bryan Norman, 2007. "A methodology to create robust job rotation schedules," Annals of Operations Research, Springer, vol. 155(1), pages 339-360, November.
    17. Jean-François Cordeau & Gilbert Laporte, 2007. "The dial-a-ride problem: models and algorithms," Annals of Operations Research, Springer, vol. 153(1), pages 29-46, September.
    18. Michael R. Garey & Robert E. Tarjan & Gordon T. Wilfong, 1988. "One-Processor Scheduling with Symmetric Earliness and Tardiness Penalties," Mathematics of Operations Research, INFORMS, vol. 13(2), pages 330-348, May.
    19. Roberto Battiti & Giampietro Tecchiolli, 1994. "The Reactive Tabu Search," INFORMS Journal on Computing, INFORMS, vol. 6(2), pages 126-140, May.
    20. P. Matl & R. F. Hartl & T. Vidal, 2018. "Workload Equity in Vehicle Routing Problems: A Survey and Analysis," Transportation Science, INFORMS, vol. 52(2), pages 239-260, March.
    21. Nanry, William P. & Wesley Barnes, J., 2000. "Solving the pickup and delivery problem with time windows using reactive tabu search," Transportation Research Part B: Methodological, Elsevier, vol. 34(2), pages 107-121, February.
    22. Niaz A. Wassan & A. Hameed Wassan & Gábor Nagy, 2008. "A reactive tabu search algorithm for the vehicle routing problem with simultaneous pickups and deliveries," Journal of Combinatorial Optimization, Springer, vol. 15(4), pages 368-386, May.
    23. Kergosien, Y. & Lenté, Ch. & Piton, D. & Billaut, J.-C., 2011. "A tabu search heuristic for the dynamic transportation of patients between care units," European Journal of Operational Research, Elsevier, vol. 214(2), pages 442-452, October.
    24. Mauro Dell’Amico & Silvano Martello, 1995. "Optimal Scheduling of Tasks on Identical Parallel Processors," INFORMS Journal on Computing, INFORMS, vol. 7(2), pages 191-200, May.
    25. Huguette Beaulieu & Jacques Ferland & Bernard Gendron & Philippe Michelon, 2000. "A mathematical programming approach for scheduling physicians in the emergency room," Health Care Management Science, Springer, vol. 3(3), pages 193-200, June.
    26. Thomas Hanne & Teresa Melo & Stefan Nickel, 2009. "Bringing Robustness to Patient Flow Management Through Optimized Patient Transports in Hospitals," Interfaces, INFORMS, vol. 39(3), pages 241-255, June.
    27. Christophe Duhamel & Jean-Yves Potvin & Jean-Marc Rousseau, 1997. "A Tabu Search Heuristic for the Vehicle Routing Problem with Backhauls and Time Windows," Transportation Science, INFORMS, vol. 31(1), pages 49-59, February.
    28. Paolo Toth & Daniele Vigo, 1997. "Heuristic Algorithms for the Handicapped Persons Transportation Problem," Transportation Science, INFORMS, vol. 31(1), pages 60-71, February.
    29. Danny Segev & Retsef Levi & Peter Dunn & Warren Sandberg, 2012. "Modeling the impact of changing patient transportation systems on peri-operative process performance in a large hospital: insights from a computer simulation study," Health Care Management Science, Springer, vol. 15(2), pages 155-169, June.
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