Simulation-based framework to improve patient experience in an emergency department

被引:128
作者
Abo-Hamad, Waleed [1 ]
Arisha, Amr [1 ]
机构
[1] Dublin Inst Technol, Coll Business, 3S Grp, Dublin, Ireland
关键词
Simulation; Multiple criteria decision analysis; Emergency department; Healthcare management; DISCRETE-EVENT SIMULATION; DECISION-MAKING; CARE-UNIT; SYSTEM;
D O I
10.1016/j.ejor.2012.07.028
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The global economic crisis has a significant impact on healthcare resource provision worldwide. The management of limited healthcare resources is further challenged by the high level of uncertainty in demand, which can lead to unbalanced utilization of the available resources and a potential deterioration of patient satisfaction in terms of longer waiting times and perceived reduced quality of services. Therefore, healthcare managers require timely and accurate tools to optimize resource utility in a complex and ever-changing patient care process. An interactive simulation-based decision support framework is presented in this paper for healthcare process improvement. Complexity and different levels of variability within the process are incorporated into the process modeling phase, followed by developing a simulation model to examine the impact of potential alternatives. As a performance management tool, balanced scorecard (BSC) is incorporated within the framework to support continual and sustainable improvement by using strategic-linked performance measures and actions. These actions are evaluated by the simulation model developed, whilst the trade-off between objectives, though somewhat conflicting, is analysed by a preference model. The preference model is designed in an interactive and iterative process considering decision makers preferences regarding the selected key performance indicators (KPIs). A detailed implementation of the framework is demonstrated on an emergency department (ED) of an adult teaching hospital in north Dublin, Ireland. The results show that the unblocking of ED outflows by in-patient bed management is more effective than increasing only the ED physical capacity or the ED workforce. (C) 2012 Elsevier BM. All rights reserved.
引用
收藏
页码:154 / 166
页数:13
相关论文
共 42 条
  • [1] Simulation optimization for an emergency department healthcare unit in Kuwait
    Ahmed, Mohamed A.
    Alkhamis, Talal M.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 198 (03) : 936 - 942
  • [2] Verification, validation and accreditation of simulation models
    Balci, O
    [J]. PROCEEDINGS OF THE 1997 WINTER SIMULATION CONFERENCE, 1997, : 135 - 141
  • [3] Benneyan J C, 1997, J Soc Health Syst, V5, P1
  • [4] OR in healthcare: A European perspective
    Brailsford, Sally
    Vissers, Jan
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 212 (02) : 223 - 234
  • [5] Combining Data Mining and Discrete Event Simulation for a value-added view of a hospital emergency department
    Ceglowski, R.
    Churilov, L.
    Wasserthiel, J.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (02) : 246 - 254
  • [6] A STATE-OF-THE-ART REVIEW OF IDEF0
    COLQUHOUN, GJ
    BAINES, RW
    CROSSLEY, R
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 1993, 6 (04) : 252 - 264
  • [7] Discrete event simulation of emergency department activity: A platform for system-level operations research
    Connelly, LG
    Bair, AE
    [J]. ACADEMIC EMERGENCY MEDICINE, 2004, 11 (11) : 1177 - 1185
  • [8] Cronin J G, 2003, Accid Emerg Nurs, V11, P121, DOI 10.1016/S0965-2302(02)00218-7
  • [9] Medical resident work schedules: Design and evaluation by simulation modeling
    Dittus, RS
    Klein, RW
    DeBrota, DJ
    Dame, MA
    Fitzgerald, JF
    [J]. MANAGEMENT SCIENCE, 1996, 42 (06) : 891 - 906
  • [10] Modeling and improving emergency department systems using discrete event simulation
    Duguay, Christine
    Chetouane, Fatah
    [J]. SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2007, 83 (04): : 311 - 320