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利用多尺度地理加权回归评估中国新冠肺炎疫情期间医院的复工情况。

Assessing work resumption in hospitals during the COVID-19 epidemic in China using multiscale geographically weighted regression.

作者信息

Hu Bisong, Zhang Qianqian, Tao Vincent, Wang Jinfeng, Lin Hui, Zuo Lijun, Meng Yu

机构信息

School of Geography and Environment Jiangxi Normal University Nanchang China.

State Key Laboratory of Resources and Environmental Information System Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China.

出版信息

Trans GIS. 2022 Jun;26(4):2023-2040. doi: 10.1111/tgis.12927. Epub 2022 Apr 6.

DOI:10.1111/tgis.12927
PMID:35601794
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9115367/
Abstract

The resumption of work and production is one of the key issues during the novel coronavirus (COVID-19) post-epidemic phase. We used location-based service data of mobile devices to assess the work resumption of 22,098 hospitals in mainland China. The multiscale influences of the determinants on work resumption in hospitals, including medical-service capacity, human movement, and epidemic severity, were examined using the multiscale geographically weighted regression technique. This study provides a novel insight into the assessment of work resumption in hospitals and its determinants, and is flexible to be extended to evaluate the work resumption of other industries. The findings can introduce helpful information for other countries to implement the strategies of work recovery during the post-epidemic phase.

摘要

复工复产是新型冠状病毒(COVID-19)疫情后阶段的关键问题之一。我们利用移动设备的基于位置的服务数据,评估了中国大陆22098家医院的复工情况。采用多尺度地理加权回归技术,研究了包括医疗服务能力、人员流动和疫情严重程度等因素对医院复工的多尺度影响。本研究为医院复工及其影响因素的评估提供了新的视角,并且具有灵活性,可扩展用于评估其他行业的复工情况。研究结果可为其他国家在疫情后阶段实施复工战略提供有益信息。

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Trans GIS. 2022 Jun;26(4):2023-2040. doi: 10.1111/tgis.12927. Epub 2022 Apr 6.
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本文引用的文献

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Modeling the complete spatiotemporal spread of the COVID-19 epidemic in mainland China.模拟新冠疫情在中国内地的完整时空传播情况。
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Effect of different resumption strategies to flatten the potential COVID-19 outbreaks amid society reopens: a modeling study in China.不同复课策略对中国社会复课期间潜在 COVID-19 疫情的影响:一项建模研究。
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Epidemic Prevention During Work Resumption: A Case Study of One Chinese Company's Experience.复工期间的疫情防控:一家中国公司的经验案例分析。
Front Public Health. 2021 Jan 21;8:596332. doi: 10.3389/fpubh.2020.596332. eCollection 2020.
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Risk assessment of the step-by-step return-to-work policy in Beijing following the COVID-19 epidemic peak.新冠疫情高峰后北京逐步复工政策的风险评估
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Trans GIS. 2020 Aug;24(4):967-1000. doi: 10.1111/tgis.12660. Epub 2020 Jun 15.
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Effects of human mobility restrictions on the spread of COVID-19 in Shenzhen, China: a modelling study using mobile phone data.利用手机数据的建模研究:中国深圳的人类流动限制对 COVID-19 传播的影响
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China's practice to prevent and control COVID-19 in the context of large population movement.中国在人口大规模流动背景下的 COVID-19 防控实践。
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Contact Settings and Risk for Transmission in 3410 Close Contacts of Patients With COVID-19 in Guangzhou, China : A Prospective Cohort Study.广州 COVID-19 患者 3410 名密切接触者的接触设置和传播风险:一项前瞻性队列研究。
Ann Intern Med. 2020 Dec 1;173(11):879-887. doi: 10.7326/M20-2671. Epub 2020 Aug 13.