通过地理数据外推模拟医疗保健需求的变化

IF 1.2 Q4 HEALTH POLICY & SERVICES Health Systems Pub Date : 2021-05-02 DOI:10.1080/20476965.2021.1906764
Geraint I. Palmer, P. Harper, Vincent A. Knight, Cathy Brooks
{"title":"通过地理数据外推模拟医疗保健需求的变化","authors":"Geraint I. Palmer, P. Harper, Vincent A. Knight, Cathy Brooks","doi":"10.1080/20476965.2021.1906764","DOIUrl":null,"url":null,"abstract":"ABSTRACT Stay Well Plans are a new programme of care offered to frail and elderly people in Newport. In 2016 a roll out the programme to be offered in all five counties serviced by Aneurin Bevan University Health Board was planned. This paper presents the data analysis and modelling used to determine the programme's effects on the demand of the wider system, and the effects of a Gwent-wide roll out. We extrapolate information from data from a geographical subset of the model domain to a larger geographical area, adjusting for population sizes, deprivation, and distances to healthcare facilities. These parametrise a Markov model and Monte Carlo simulation to predict changes in demand due to different levels of roll out. We conclude that a programme roll out may result in a large reduction on demand at residential care, however at the expense of an increase in demand at community care services.","PeriodicalId":44699,"journal":{"name":"Health Systems","volume":null,"pages":null},"PeriodicalIF":1.2000,"publicationDate":"2021-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/20476965.2021.1906764","citationCount":"1","resultStr":"{\"title\":\"Modelling changes in healthcare demand through geographic data extrapolation\",\"authors\":\"Geraint I. Palmer, P. Harper, Vincent A. Knight, Cathy Brooks\",\"doi\":\"10.1080/20476965.2021.1906764\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT Stay Well Plans are a new programme of care offered to frail and elderly people in Newport. In 2016 a roll out the programme to be offered in all five counties serviced by Aneurin Bevan University Health Board was planned. This paper presents the data analysis and modelling used to determine the programme's effects on the demand of the wider system, and the effects of a Gwent-wide roll out. We extrapolate information from data from a geographical subset of the model domain to a larger geographical area, adjusting for population sizes, deprivation, and distances to healthcare facilities. These parametrise a Markov model and Monte Carlo simulation to predict changes in demand due to different levels of roll out. We conclude that a programme roll out may result in a large reduction on demand at residential care, however at the expense of an increase in demand at community care services.\",\"PeriodicalId\":44699,\"journal\":{\"name\":\"Health Systems\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2021-05-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1080/20476965.2021.1906764\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Health Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/20476965.2021.1906764\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"HEALTH POLICY & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/20476965.2021.1906764","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"HEALTH POLICY & SERVICES","Score":null,"Total":0}
引用次数: 1

摘要

摘要“健康计划”是纽波特市为体弱和老年人提供的一项新的护理计划。2016年,计划在Aneurin Bevan大学健康委员会服务的所有五个县推出该计划。本文介绍了数据分析和建模,用于确定该计划对更广泛系统需求的影响,以及Gwent范围内推广的影响。我们将数据中的信息从模型域的地理子集外推到更大的地理区域,根据人口规模、贫困和到医疗机构的距离进行调整。这些参数化了马尔可夫模型和蒙特卡洛模拟,以预测由于不同的推出水平而引起的需求变化。我们得出的结论是,计划的推出可能会导致住院护理需求的大幅减少,但代价是社区护理服务需求的增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Modelling changes in healthcare demand through geographic data extrapolation
ABSTRACT Stay Well Plans are a new programme of care offered to frail and elderly people in Newport. In 2016 a roll out the programme to be offered in all five counties serviced by Aneurin Bevan University Health Board was planned. This paper presents the data analysis and modelling used to determine the programme's effects on the demand of the wider system, and the effects of a Gwent-wide roll out. We extrapolate information from data from a geographical subset of the model domain to a larger geographical area, adjusting for population sizes, deprivation, and distances to healthcare facilities. These parametrise a Markov model and Monte Carlo simulation to predict changes in demand due to different levels of roll out. We conclude that a programme roll out may result in a large reduction on demand at residential care, however at the expense of an increase in demand at community care services.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Health Systems
Health Systems HEALTH POLICY & SERVICES-
CiteScore
4.20
自引率
11.10%
发文量
20
期刊最新文献
Resilience of hospitals in an age of disruptions: a systematic literature review on resources and capabilities. Managing disrupted supply chains in Swedish hospitals during the COVID-19 pandemic A simple and practical approach to improving the cost effectiveness of surgical inventory management A systematic review of simulation methods applied to cancer care services Impact of quality of service in the direct cost of integrated home care services
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1