{"title":"Emergency Department Simulation: Proposed Model and Optimization","authors":"Soraia Oueida, Seifedine Kadry, Sorin Ionescu","doi":"10.15866/IRECOS.V12I4.13816","DOIUrl":null,"url":null,"abstract":"Emergency Department (ED), being a complex and critical entity of the healthcare system, is studied in this paper for several reasons. The main challenge faced by the ED is the growing number of patients who show up without any prior notice, the 24/7 operation of the ED and the open facility to any type of illness and all age categories. These challenges increased the waiting time and staff utilization rates in the ED. Therefore, patient flow is highly influenced resulting in unnecessary costs. The long waiting time is a major problem facing EDs nowadays and should be considered as a high priority in order to ensure patient satisfaction; knowing that patient LoS may also affect resource utilization rates and hospital revenue. In this study, simulation using Arena is used in order to build a realistic model for an ED at a hospital in North Lebanon. This model is then verified and validated in order to match the real system, where improvements can be suggested for a better patient flow process and management optimization. Improvements are proposed by running different simulations using Arena Process Analyzer tool and optimization is added in order to reach an optimal solution using Arena OptQuest tool.","PeriodicalId":392163,"journal":{"name":"International Review on Computers and Software","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Review on Computers and Software","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15866/IRECOS.V12I4.13816","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Emergency Department (ED), being a complex and critical entity of the healthcare system, is studied in this paper for several reasons. The main challenge faced by the ED is the growing number of patients who show up without any prior notice, the 24/7 operation of the ED and the open facility to any type of illness and all age categories. These challenges increased the waiting time and staff utilization rates in the ED. Therefore, patient flow is highly influenced resulting in unnecessary costs. The long waiting time is a major problem facing EDs nowadays and should be considered as a high priority in order to ensure patient satisfaction; knowing that patient LoS may also affect resource utilization rates and hospital revenue. In this study, simulation using Arena is used in order to build a realistic model for an ED at a hospital in North Lebanon. This model is then verified and validated in order to match the real system, where improvements can be suggested for a better patient flow process and management optimization. Improvements are proposed by running different simulations using Arena Process Analyzer tool and optimization is added in order to reach an optimal solution using Arena OptQuest tool.
急诊科作为医疗卫生系统中一个复杂而关键的主体,本文对急诊科进行了研究。急诊科面临的主要挑战是越来越多的病人在没有事先通知的情况下就来了,急诊科24/7的运营,以及对任何类型的疾病和所有年龄类别的开放设施。这些挑战增加了急诊科的等待时间和人员利用率。因此,患者流量受到很大影响,导致不必要的成本。候诊时间过长是急诊科面临的主要问题,必须优先考虑,以确保病人满意;知道患者的LoS也可能影响资源利用率和医院收入。在本研究中,为了建立一个现实的模型,在黎巴嫩北部的医院急诊科使用模拟竞技场。然后对该模型进行验证和验证,以便与实际系统相匹配,从而可以提出改进建议,以实现更好的患者流程和管理优化。通过Arena Process Analyzer工具运行不同的模拟,提出了改进建议,并通过Arena OptQuest工具进行了优化,以达到最优解。