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Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread

Following the basic law of epidemic spread, with the COVID-19 pandemic as an example, and using the partial least squares regression method, this study conducts an empirical analysis of the structural elements of epidemic transmission under conditions of inter-provincial openness in China by establi...

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Autores principales: Yue, Linlin, Wang, Xu, Tong, Dezhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390076/
http://dx.doi.org/10.1007/s11036-021-01811-8
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author Yue, Linlin
Wang, Xu
Tong, Dezhi
author_facet Yue, Linlin
Wang, Xu
Tong, Dezhi
author_sort Yue, Linlin
collection PubMed
description Following the basic law of epidemic spread, with the COVID-19 pandemic as an example, and using the partial least squares regression method, this study conducts an empirical analysis of the structural elements of epidemic transmission under conditions of inter-provincial openness in China by establishing an inter-provincial openness index system. This system comprises natural and social factors as transmission elements of COVID-19. It finds that aside from temperature and relative humidity, the rate of Wuhan’s inflow is directly related to a province’s COVID-19 incidence. Inter-provincial distance, daily passenger transport, and the proportion of equity investments reflect the proportion of Wuhan’s inflow into the provinces. These four elements reflect the scope of the epidemic. The urbanization rate, per capita GDP, business environment index, passenger density, and population density indirectly reflect the degree of population mobility in the province, which constitutes the transmission route of the epidemic. The theoretical framework of the structural elements of epidemic transmission under conditions of inter-provincial openness is constructed based on the analysis. In the process of preventing and controlling the spread of the virus, isolation of infectious sources is the most important factor. Under conditions of inter-provincial openness, limiting inter-provincial openness is the key to mitigating the spread of COVID-19.
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spelling pubmed-83900762021-08-27 Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread Yue, Linlin Wang, Xu Tong, Dezhi Mobile Netw Appl Article Following the basic law of epidemic spread, with the COVID-19 pandemic as an example, and using the partial least squares regression method, this study conducts an empirical analysis of the structural elements of epidemic transmission under conditions of inter-provincial openness in China by establishing an inter-provincial openness index system. This system comprises natural and social factors as transmission elements of COVID-19. It finds that aside from temperature and relative humidity, the rate of Wuhan’s inflow is directly related to a province’s COVID-19 incidence. Inter-provincial distance, daily passenger transport, and the proportion of equity investments reflect the proportion of Wuhan’s inflow into the provinces. These four elements reflect the scope of the epidemic. The urbanization rate, per capita GDP, business environment index, passenger density, and population density indirectly reflect the degree of population mobility in the province, which constitutes the transmission route of the epidemic. The theoretical framework of the structural elements of epidemic transmission under conditions of inter-provincial openness is constructed based on the analysis. In the process of preventing and controlling the spread of the virus, isolation of infectious sources is the most important factor. Under conditions of inter-provincial openness, limiting inter-provincial openness is the key to mitigating the spread of COVID-19. Springer US 2021-08-26 2022 /pmc/articles/PMC8390076/ http://dx.doi.org/10.1007/s11036-021-01811-8 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Yue, Linlin
Wang, Xu
Tong, Dezhi
Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title_full Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title_fullStr Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title_full_unstemmed Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title_short Structural Factors of Epidemic Transmission under Conditions of Inter-Provincial Openness: an Empirical Analysis of the COVID-19 Spread
title_sort structural factors of epidemic transmission under conditions of inter-provincial openness: an empirical analysis of the covid-19 spread
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390076/
http://dx.doi.org/10.1007/s11036-021-01811-8
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