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一种基于遗传算法的战略规划框架,用于优化新西兰北地地区全科医疗服务的可及性和成本。

A genetic algorithm-based strategic planning framework for optimising accessibility and costs of general practices in Northland, New Zealand.

作者信息

Lopane Fulvio D, Reuter-Oppermann Melanie, Raith Andrea, Exeter Daniel J, Ziedins Ilze, Dawson Richard

机构信息

Centre for Advanced Spatial Analysis, University College London, London, UK.

Information Systems group, Department of Law and Economics, Technical University of Darmstadt, Darmstadt, Germany.

出版信息

Health Syst (Basingstoke). 2023 Feb 16;12(3):332-356. doi: 10.1080/20476965.2023.2174454. eCollection 2023.

DOI:10.1080/20476965.2023.2174454
PMID:37860596
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10583631/
Abstract

Shortage of general practitioners (GP) is a challenge worldwide, not only in Europe, but also in countries like New Zealand. Providing primary care in rural areas is especially challenging. In order to support decision makers, it is necessary to first assess the current GP coverage and then to determine different scenarios and plans for the future. In this paper, we first present a thorough overview of related literature on locating GP practices. Second, we propose an approach for assessing the GP coverage and determining future GP locations based on a genetic algorithm framework. As a use case, we have chosen the rural New Zealand region of Northland. We also perform a sensitivity analysis for the main input parameters.

摘要

全科医生短缺是一个全球性挑战,不仅在欧洲如此,在新西兰等国家也是如此。在农村地区提供初级医疗服务尤其具有挑战性。为了支持决策者,有必要首先评估当前的全科医生覆盖情况,然后确定未来的不同方案和计划。在本文中,我们首先全面概述了关于全科医生执业地点的相关文献。其次,我们提出了一种基于遗传算法框架评估全科医生覆盖情况并确定未来全科医生执业地点的方法。作为一个案例,我们选择了新西兰北地的农村地区。我们还对主要输入参数进行了敏感性分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d7b/10583631/08c1e80b37ff/THSS_A_2174454_UF0001_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d7b/10583631/08c1e80b37ff/THSS_A_2174454_UF0001_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d7b/10583631/08c1e80b37ff/THSS_A_2174454_UF0001_OC.jpg

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A genetic algorithm-based strategic planning framework for optimising accessibility and costs of general practices in Northland, New Zealand.一种基于遗传算法的战略规划框架,用于优化新西兰北地地区全科医疗服务的可及性和成本。
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本文引用的文献

1
Measures of Spatial Accessibility to Healthcare in a GIS Environment: Synthesis and a Case Study in Chicago Region.地理信息系统环境下医疗保健空间可达性的度量:综述与芝加哥地区的案例研究
Environ Plann B Plann Des. 2003 Dec;30(6):865-884. doi: 10.1068/b29120.
2
Operations research meets need related planning: Approaches for locating general practitioners' practices.运筹学满足需求相关规划:定位全科医生诊所的方法。
PLoS One. 2019 Jan 9;14(1):e0208003. doi: 10.1371/journal.pone.0208003. eCollection 2019.
3
Characteristics of a stratified random sample of New Zealand general practices.
新西兰普通医疗诊所分层随机样本的特征
J Prim Health Care. 2018 Jun;10(2):114-124. doi: 10.1071/HC17089.
4
Mobility concepts and access to health care in a rural district in Germany: a mixed methods approach.德国一个农村地区的就医出行概念与医疗服务可及性:一种混合方法研究路径
BMC Fam Pract. 2018 May 2;19(1):47. doi: 10.1186/s12875-018-0733-6.
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The New Zealand Indices of Multiple Deprivation (IMD): A new suite of indicators for social and health research in Aotearoa, New Zealand.新西兰多重剥夺指数(IMD):新西兰奥特亚罗瓦社会与健康研究的一套新指标。
PLoS One. 2017 Aug 3;12(8):e0181260. doi: 10.1371/journal.pone.0181260. eCollection 2017.
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Spatial Optimization of Future Urban Development with Regards to Climate Risk and Sustainability Objectives.考虑气候风险和可持续性目标的未来城市发展的空间优化。
Risk Anal. 2017 Nov;37(11):2164-2181. doi: 10.1111/risa.12777. Epub 2017 Feb 23.
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Primary Care Physician Panel Size and Quality of Care: A Population-Based Study in Ontario, Canada.初级保健医生小组规模与医疗质量:加拿大安大略省的一项基于人群的研究。
Ann Fam Med. 2016 Jan-Feb;14(1):26-33. doi: 10.1370/afm.1864.
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Spatial access disparities to primary health care in rural and remote Australia.澳大利亚农村和偏远地区初级卫生保健的空间可及性差异。
Geospat Health. 2015 Nov 4;10(2):358. doi: 10.4081/gh.2015.358.
9
A brief report on Primary Care Service Area catchment geographies in New South Wales Australia.澳大利亚新南威尔士州初级保健服务区集水区地理情况简要报告。
Int J Health Geogr. 2014 Oct 7;13:38. doi: 10.1186/1476-072X-13-38.
10
Estimating a reasonable patient panel size for primary care physicians with team-based task delegation.基于团队任务分工估算基层医疗医师的合理患者人数。
Ann Fam Med. 2012 Sep-Oct;10(5):396-400. doi: 10.1370/afm.1400.