Applying simulation and DEA to improve performance of emergency department in a Jordanian hospital

被引:60
作者
Al-Refaie, Abbas [1 ]
Fouad, Rami H. [2 ]
Li, Ming-Hsien [3 ]
Shurrab, Mohammad [4 ]
机构
[1] Univ Jordan, Dept Ind Engn, Amman 11942, Jordan
[2] Hashemite Univ, Dept Ind Engn, Zarqa 13133, Jordan
[3] Feng Chia Univ, Dept Ind Engn & Syst Management, Taichung 40724, Taiwan
[4] Islamic Univ Gaza, Dept Ind Engn, Gaza, Israel
关键词
Simulation; Cellular service system; Data envelopment analysis; Emergency department; DATA ENVELOPMENT ANALYSIS; AGENT-BASED SIMULATION; EFFICIENCY; OPTIMIZATION; ALLOCATION;
D O I
10.1016/j.simpat.2013.11.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The Emergency Department (ED) is considered the most critical department in Jordanian hospitals. Crowdedness and long waiting times of patients in the ED are the most common harmonies problems that hospitals are suffering from. Thus, this study aims at reducing the average waiting time of the patient in the ED, improving the nurses' utilization, and increasing the number of served patients. A cellular service system is proposed and utilized for developing ten nurse assignment configurations. Simulation is run for a one month period (672 h) each with 10 replicates to evaluate the performance measures for each configuration. The best scenario is then determined using aggressive formulation in Data Envelopment Analysis (DEA). The results showed that the best scenario depends on work load sharing assignments, which results in reducing patient's average waiting time from 195 to 183 min, increasing the number of patients served from 8853 to 8934 patients, and improving the nurses' utilization from 52% to 62%. In conclusion, nurses' flexibility in cellular service systems shall provide a great assistance to decision makers in hospitals when improving the performance of ED. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:59 / 72
页数:14
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