Application of discrete-event simulation in acute care's capacity analysis

Hongbiao Yang, Rupy Sawhney, Wolday Abrha
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Abstract

Deploying nurses based on fixed shift could mitigate scarce availability during peak now of patients, but idle time should be resolved. This paper presents the analysis of nurses scheduling for minimal cost and reduced patient waiting time. An acute care unit of a local hospital is thecase study. The main sources to collect the data are historical data of patients' medical records as well as staff activity reports of their daily duty. Arena simulation software is applied to identify an optimum nurse scheduling. A base case model is built and several scenarios with different schedules and resources are compared: the results of these scenarios such as total pay cost and the resource utilization implied an optimal solution. A three shift system that comprises of all registered nurses, reducing the number of chest pain outpatients' rooms. and increasing the common rooms results optimal.
离散事件模拟在急症护理能力分析中的应用
基于固定班次的护士部署可以缓解患者高峰时段的可用性不足,但空闲时间应得到解决。本文分析了以最低成本和减少病人等待时间为目标的护士调度。本研究以某地方医院急症室为例。收集数据的主要来源是患者病历的历史数据以及员工日常值班的活动报告。应用Arena仿真软件确定最佳护士调度。建立了一个基本情况模型,并对具有不同进度和资源的几种情况进行了比较,这些情况的结果(如总支付成本和资源利用率)隐含了最优解。实行由所有注册护士组成的三班制,减少胸痛门诊病房的数量。增加公共休息室的效果是最佳的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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