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

被引:14
|
作者
Bhosekar, Amogh [1 ]
Eksioglu, Sandra [2 ]
Isik, Tugce [1 ]
Allen, Robert [3 ]
机构
[1] Clemson Univ, Dept Ind Engn, Freeman Hall, Clemson, SC 29634 USA
[2] Univ Arkansas, Dept Ind Engn, Bell Engn Ctr, Fayetteville, AR 72701 USA
[3] Prisma Hlth, Perioperat Serv, 701 Grove Rd, Greenville, SC 29605 USA
关键词
OR in health services; Simulation; Inventory management; Automated guided vehicles; Data analytics; HEALTH-CARE; REUSABLE INSTRUMENTS; TRAY OPTIMIZATION; AGV; LOGISTICS; DESIGN; COSTS; CHALLENGES; SUPPLIES; SYSTEMS;
D O I
10.1007/s10479-020-03865-5
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:603 / 630
页数:28
相关论文
共 50 条
  • [41] A Discrete Event-Based Simulation Model for Real-Time Traffic Management in Railways
    Luis Espinosa-Aranda, Jose
    Garcia-Rodenas, Ricardo
    JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 16 (02) : 94 - 107
  • [42] Integration of manufacturing operations management tools and discrete event simulation
    Krenczyk, D.
    Kempa, W. M.
    Kalinowski, K.
    Grabowik, C.
    Paprocka, I.
    MODTECH INTERNATIONAL CONFERENCE - MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING VI (MODTECH 2018), 2018, 400
  • [43] A METHODOLOGY FOR INPUT DATA MANAGEMENT IN DISCRETE EVENT SIMULATION PROJECTS
    Skoogh, Anders
    Johansson, Bjorn
    2008 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2008, : 1727 - 1735
  • [44] The Use of Discrete Event Simulation in Hospital Supply Chain Management
    Kammoun, Amira
    Loukil, Taicir
    Hachicha, Wafik
    2014 INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS & TRANSPORT (ICALT 2014), 2014, : 143 - 148
  • [45] A MANAGEMENT TOOL BASED ON DISCRETE EVENT SIMULATION FOR HUMANITARIAN SUPPORT
    Santos, Vlademir Fazio
    Yacoub, Michel Daoud
    Ursini, Edson L.
    Martins, Paulo S.
    2018 WINTER SIMULATION CONFERENCE (WSC), 2018, : 45 - 56
  • [46] Discrete event simulation modelling of patient service management with Arena
    Guseva, Elena
    Varfolomeyeva, Tatyana
    Efimova, Irina
    Movchan, Irina
    INTERNATIONAL CONFERENCE INFORMATION TECHNOLOGIES IN BUSINESS AND INDUSTRY 2018, PTS 1-4, 2018, 1015
  • [47] Discrete Event Simulation Output Data-Handling System in an Automotive Manufacturing Plant
    Barrera-Diaz, C. A.
    Oscarsson, J.
    Lidberg, S.
    Sellgren, T.
    PROCEEDINGS OF THE 8TH SWEDISH PRODUCTION SYMPOSIUM (SPS 2018), 2018, 25 : 23 - 30
  • [48] Roundwood Handling at a Lithuanian Sawmill - Discrete-event Simulation of Sourcing and Delivery Scheduling
    Puodziunas, Mindaugas
    Fjeld, Dag
    BALTIC FORESTRY, 2008, 14 (02) : 163 - 175
  • [49] DISCRETE EVENT SIMULATION USING DISTRIBUTIONAL RANDOM FORESTS TO MODEL EVENT OUTCOMES
    Reed, Sean
    Löfstrand, Magnus
    2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 689 - 700
  • [50] Intelligent material handling: Development and implementation of a matrix-based discrete-event controller
    Mireles, J
    Lewis, FL
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (06) : 1087 - 1097