Mechanical and Industrial Engineering, University of Toronto, Toronto M5S 3G8, Canada.
University Health Network, Toronto M5G 1J6, Canada.
J Healthc Eng. 2019 Jun 2;2019:8973515. doi: 10.1155/2019/8973515. eCollection 2019.
Ontario has shown an increasing number of emergency department (ED) visits, particularly for mental health and addiction (MHA) complaints. Given the current opioid crises Canada is facing and the legalization of recreational cannabis in October 2018, the number of MHA visits to the ED is expected to grow even further. In face of these events, we examine capacity planning alternatives for the ED of an academic hospital in Toronto. We first quantify the volume of ED visits the hospital has received in recent years (from 2012 to 2016) and use forecasting techniques to predict future ED demand for the hospital. We then employ a discrete-event simulation model to analyze the impacts of the following scenarios: (a) increasing overall demand to the ED, (b) increasing or decreasing number of ED visits due to substance abuse, and (c) adjusting resource capacity to address the forecasted demand. Key performance indicators used in this analysis are the overall ED length of stay (LOS) and the total number of patients treated in the Psychiatric Emergency Services Unit (PESU) as a percentage of the total number of MHA visits. Our results showed that if resource capacity is not adjusted, ED LOS will deteriorate considerably given the expected growth in demand; programs that aim to reduce the number of alcohol and/or opioid visits can greatly aid in reducing ED wait times; the legalization of recreational use of cannabis will have minimal impact, and increasing the number of PESU beds can provide great aid in reducing ED pressure.
安大略省的急诊部(ED)就诊人数不断增加,尤其是心理健康和成瘾(MHA)方面的投诉。鉴于加拿大目前面临的阿片类药物危机以及 2018 年 10 月娱乐用大麻合法化,预计 MHA 到 ED 的就诊人数还将进一步增加。面对这些情况,我们研究了多伦多一所学术医院急诊部的容量规划方案。我们首先量化了医院近年来(2012 年至 2016 年)接待的 ED 就诊量,并使用预测技术预测医院未来的 ED 需求。然后,我们采用离散事件模拟模型来分析以下方案的影响:(a)增加对 ED 的整体需求,(b)由于药物滥用导致 ED 就诊量增加或减少,以及(c)调整资源容量以满足预测的需求。该分析使用的关键绩效指标是整体 ED 停留时间(LOS)和作为 MHA 就诊总数百分比的精神科急诊服务部(PESU)治疗的患者总数。我们的研究结果表明,如果不调整资源容量,考虑到需求的预期增长,ED LOS 将大幅恶化;旨在减少酒精和/或阿片类药物就诊人数的计划可以极大地帮助减少 ED 等待时间;娱乐用大麻合法化的影响微乎其微,增加 PESU 病床数量可以极大地帮助减轻 ED 压力。