Simulation of a schedule-based mass vaccination clinic

IF 1.3 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Ludovica Adacher, Marta Flamini, Maurizio Naldi
{"title":"Simulation of a schedule-based mass vaccination clinic","authors":"Ludovica Adacher, Marta Flamini, Maurizio Naldi","doi":"10.1080/17477778.2023.2260348","DOIUrl":null,"url":null,"abstract":"ABSTRACTThe insurgence of the COVID-19 pandemic has compelled many countries to set up vaccination clinics to carry out mass vaccination campaigns. Though sizing a clinic impacts both costs and service quality, and costs must be scaled up nationwide, those clinics and their staffing have often been put into service without a proper design phase. In this paper, we propose a simulator that allows us to analyse a vaccination clinic’s performance and optimise its capacity and staff level, considering typical schedule-based operations. Though a trade-off is unavoidable between cost and service quality, the latter being represented by the throughput time, we show that we can achieve a significant increase in the efficient use of nurses’ time with a small sacrifice in service quality, i.e., a small increase of the throughput time.KEYWORDS: Vaccinationpandemicsdecision support systemshealth managementvaccination clinicsCOVID-19 Disclosure statementNo potential conflict of interest was reported by the authors.Notes1. www.cdc.gov/vaccines/covid-19/info-by-product/clinical-considerations2. The data of the U.S. Bureau of Labor Statistic concerning registered nurses can be retrieved on the page www.bls.gov/ooh/healthcare/registered-nurses.htm, which we consulted on Oct 22, 2021","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"25 1","pages":"0"},"PeriodicalIF":1.3000,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Simulation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/17477778.2023.2260348","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

ABSTRACTThe insurgence of the COVID-19 pandemic has compelled many countries to set up vaccination clinics to carry out mass vaccination campaigns. Though sizing a clinic impacts both costs and service quality, and costs must be scaled up nationwide, those clinics and their staffing have often been put into service without a proper design phase. In this paper, we propose a simulator that allows us to analyse a vaccination clinic’s performance and optimise its capacity and staff level, considering typical schedule-based operations. Though a trade-off is unavoidable between cost and service quality, the latter being represented by the throughput time, we show that we can achieve a significant increase in the efficient use of nurses’ time with a small sacrifice in service quality, i.e., a small increase of the throughput time.KEYWORDS: Vaccinationpandemicsdecision support systemshealth managementvaccination clinicsCOVID-19 Disclosure statementNo potential conflict of interest was reported by the authors.Notes1. www.cdc.gov/vaccines/covid-19/info-by-product/clinical-considerations2. The data of the U.S. Bureau of Labor Statistic concerning registered nurses can be retrieved on the page www.bls.gov/ooh/healthcare/registered-nurses.htm, which we consulted on Oct 22, 2021
基于计划的大规模疫苗接种诊所的模拟
摘要COVID-19大流行的爆发迫使许多国家建立疫苗接种诊所开展大规模疫苗接种运动。虽然诊所的规模会影响成本和服务质量,而且成本必须在全国范围内扩大,但这些诊所及其人员配备往往没有经过适当的设计阶段就投入使用。在本文中,我们提出了一个模拟器,使我们能够分析疫苗接种诊所的性能,并优化其容量和人员水平,考虑到典型的基于时间表的操作。虽然成本和服务质量之间的权衡是不可避免的,后者由吞吐量时间代表,但我们表明,我们可以在服务质量的小牺牲,即吞吐量时间的小增加的情况下,显著提高护士时间的有效利用。关键词:疫苗接种大流行决策支持系统卫生管理疫苗接种临床covid -19披露声明作者未报告潜在利益冲突。www.cdc.gov疫苗/ covid-19 info-by-product / clinical-considerations2。美国劳工统计局关于注册护士的数据可以在www.bls.gov/ooh/healthcare/registered-nurses.htm页面检索,我们于2021年10月22日查阅了该页面
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Simulation
Journal of Simulation COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.70
自引率
16.00%
发文量
42
期刊介绍: Journal of Simulation (JOS) aims to publish both articles and technical notes from researchers and practitioners active in the field of simulation. In JOS, the field of simulation includes the techniques, tools, methods and technologies of the application and the use of discrete-event simulation, agent-based modelling and system dynamics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信