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COVID-19 Risk Assessment: Contributing to Maintaining Urban Public Health Security and Achieving Sustainable Urban Development

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  • Jun Zhang

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

  • Xiaodie Yuan

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

Abstract

As the most infectious disease in 2020, COVID-19 is an enormous shock to urban public health security and to urban sustainable development. Although the epidemic in China has been brought into control at present, the prevention and control of it is still the top priority of maintaining public health security. Therefore, the accurate assessment of epidemic risk is of great importance to the prevention and control even to overcoming of COVID-19. Using the fused data obtained from fusing multi-source big data such as POI (Point of Interest) data and Tencent-Yichuxing data, this study assesses and analyzes the epidemic risk and main factors that affect the distribution of COVID-19 on the basis of combining with logistic regression model and geodetector model. What’s more, the following main conclusions are obtained: the high-risk areas of the epidemic are mainly concentrated in the areas with relatively dense permanent population and floating population, which means that the permanent population and floating population are the main factors affecting the risk level of the epidemic. In other words, the reasonable control of population density is greatly conducive to reducing the risk level of the epidemic. Therefore, the control of regional population density remains the key to epidemic prevention and control, and home isolation is also the best means of prevention and control. The precise assessment and analysis of the epidemic conducts by this study is of great significance to maintain urban public health security and achieve the sustainable urban development.

Suggested Citation

  • Jun Zhang & Xiaodie Yuan, 2021. "COVID-19 Risk Assessment: Contributing to Maintaining Urban Public Health Security and Achieving Sustainable Urban Development," Sustainability, MDPI, vol. 13(8), pages 1-23, April.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:8:p:4208-:d:533241
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    References listed on IDEAS

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    1. Jun Zhang & Xiong He & Xiao-Die Yuan, 2020. "Research on the relationship between Urban economic development level and urban spatial structure—A case study of two Chinese cities," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-14, July.
    2. Sheng Wei & Lei Wang & Xiongwu Fu & Tao Jia, 2020. "Using Open Big Data to Build and Analyze Urban Bus Network Models within and across Administrations," Complexity, Hindawi, vol. 2020, pages 1-13, July.
    3. Aengus Collins & Marie-Valentine Florin & Ortwin Renn, 2020. "COVID-19 risk governance: drivers, responses and lessons to be learned," Journal of Risk Research, Taylor & Francis Journals, vol. 23(7-8), pages 1073-1082, August.
    4. Haklae Kim, 2020. "Lesson Learned from the Power of Open Data: Resolving the Mask Shortage Problem Caused by COVID-19 in South Korea," Sustainability, MDPI, vol. 13(1), pages 1-13, December.
    5. Jin-Feng Wang & Mao-Gui Hu & Cheng-Dong Xu & George Christakos & Yu Zhao, 2013. "Estimation of Citywide Air Pollution in Beijing," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-6, January.
    6. Carmen Valentina Radulescu & Georgiana-Raluca Ladaru & Sorin Burlacu & Florentina Constantin & Corina Ioanăș & Ionut Laurentiu Petre, 2020. "Impact of the COVID-19 Pandemic on the Romanian Labor Market," Sustainability, MDPI, vol. 13(1), pages 1-23, December.
    7. Jin-Feng Wang & Robert Haining & Tie-Jun Liu & Lian-Fa Li & Cheng-Sheng Jiang, 2013. "Sandwich Estimation for Multi-Unit Reporting on a Stratified Heterogeneous Surface," Environment and Planning A, , vol. 45(10), pages 2515-2534, October.
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