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A discrete event simulation model for coordinating inventory management and material handling in hospitals

Author

Listed:
  • Amogh Bhosekar

    (Clemson University)

  • Sandra Ekşioğlu

    (University of Arkansas)

  • Tuğçe Işık

    (Clemson University)

  • Robert Allen

    (Prisma Health)

Abstract

Inventory management of surgical instruments and material handling decisions of perioperative services are critical to hospitals’ and operating rooms’ (ORs) service levels and costs. However, efficiently coordinating these decisions is challenging due to their interdependence and the uncertainties faced by hospitals. These challenges motivated the development of this study to answer the following research questions: (R1) How does the inventory level of surgical instruments, including owned, borrowed and consigned, impact the service level provided by ORs? (R2): How do material handling activities impact the service level provided by ORs? (R3): How do integrating decisions about inventory and material handling impact the service level provided by ORs? Three discrete event simulation models are developed here to address these questions. Model 1, Current, assumes no coordination of material handling and daily inventory management operations. Model 2, Two Batch, assumes partial coordination, and Model 3, Just-In-Time (JIT), assumes full coordination. These models are verified and validated using real life-data from a partnering hospital. A thorough numerical analysis indicates that, in general, coordination of inventory management of surgical instruments and material handling decisions has the potential to improve the service level provided by ORs. More specifically, a JIT delivery of instruments used in short-duration surgeries leads to lower inventory levels without jeopardizing the service level provided.

Suggested Citation

  • Amogh Bhosekar & Sandra Ekşioğlu & Tuğçe Işık & Robert Allen, 2023. "A discrete event simulation model for coordinating inventory management and material handling in hospitals," Annals of Operations Research, Springer, vol. 320(2), pages 603-630, January.
  • Handle: RePEc:spr:annopr:v:320:y:2023:i:2:d:10.1007_s10479-020-03865-5
    DOI: 10.1007/s10479-020-03865-5
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    References listed on IDEAS

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    1. Nicholas Hall & Chelliah Sriskandarajah & Tharmarajah Ganesharajah, 2001. "Operational Decisions in AGV-Served Flowshop Loops: Scheduling," Annals of Operations Research, Springer, vol. 107(1), pages 161-188, October.
    2. Wieslaw Kubiak & George Steiner & Julian Scott Yeomans, 1997. "Optimal level schedules for mixed-model, multi-level just-in-time assembly systems," Annals of Operations Research, Springer, vol. 69(0), pages 241-259, January.
    3. Reymondon, Francis & Pellet, Bertrand & Marcon, Eric, 2008. "Optimization of hospital sterilization costs proposing new grouping choices of medical devices into packages," International Journal of Production Economics, Elsevier, vol. 112(1), pages 326-335, March.
    4. Satyajith Amaran & Nikolaos V. Sahinidis & Bikram Sharda & Scott J. Bury, 2016. "Simulation optimization: a review of algorithms and applications," Annals of Operations Research, Springer, vol. 240(1), pages 351-380, May.
    5. José Luís Quesado Pinto & João Carlos O. Matias & Carina Pimentel & Susana Garrido Azevedo & Kannan Govindan, 2018. "Just in Time Factory," Management for Professionals, Springer, number 978-3-319-77016-1, December.
    6. Le-Anh, Tuan & De Koster, M.B.M., 2006. "A review of design and control of automated guided vehicle systems," European Journal of Operational Research, Elsevier, vol. 171(1), pages 1-23, May.
    7. Vis, Iris F.A., 2006. "Survey of research in the design and control of automated guided vehicle systems," European Journal of Operational Research, Elsevier, vol. 170(3), pages 677-709, May.
    8. Eunhye Song & Barry L. Nelson, 2019. "Input–Output Uncertainty Comparisons for Discrete Optimization via Simulation," Operations Research, INFORMS, vol. 67(2), pages 562-576, March.
    9. Moons, Karen & Waeyenbergh, Geert & Pintelon, Liliane, 2019. "Measuring the logistics performance of internal hospital supply chains – A literature study," Omega, Elsevier, vol. 82(C), pages 205-217.
    10. Volland, Jonas & Fügener, Andreas & Schoenfelder, Jan & Brunner, Jens O., 2017. "Material logistics in hospitals: A literature review," Omega, Elsevier, vol. 69(C), pages 82-101.
    11. Dollevoet, Twan & van Essen, J. Theresia & Glorie, Kristiaan M., 2018. "Solution methods for the tray optimization problem," European Journal of Operational Research, Elsevier, vol. 271(3), pages 1070-1084.
    12. Öncü Hazır & Safia Kedad-Sidhoum, 2014. "Batch sizing and just-in-time scheduling with common due date," Annals of Operations Research, Springer, vol. 213(1), pages 187-202, February.
    13. Manuel Rossetti & Robin Felder & Amit Kumar, 2000. "Simulation of robotic courier deliveries in hospital distribution services," Health Care Management Science, Springer, vol. 3(3), pages 201-213, June.
    14. Tharma Ganesharajah & Nicholas Hall & Chelliah Sriskandarajah, 1998. "Design and operational issues in AGV-served manufacturing systems," Annals of Operations Research, Springer, vol. 76(0), pages 109-154, January.
    15. Joris Klundert & Philippe Muls & Maarten Schadd, 2008. "Optimizing sterilization logistics in hospitals," Health Care Management Science, Springer, vol. 11(1), pages 23-33, March.
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