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The influence of social and economic ties to the spread of COVID-19 in Europe

By late January 2020, the 2019 novel coronavirus (SARS-CoV-2) had reached Europe and most European countries had registered cases by March 1. However, the spread of the virus has been uneven in both prevalence and speed of propagation. We analyse the association of social, economic, and demographic...

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Autores principales: Mogi, Ryohei, Spijker, Jeroen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021302/
https://www.ncbi.nlm.nih.gov/pubmed/33841047
http://dx.doi.org/10.1007/s12546-021-09257-1
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author Mogi, Ryohei
Spijker, Jeroen
author_facet Mogi, Ryohei
Spijker, Jeroen
author_sort Mogi, Ryohei
collection PubMed
description By late January 2020, the 2019 novel coronavirus (SARS-CoV-2) had reached Europe and most European countries had registered cases by March 1. However, the spread of the virus has been uneven in both prevalence and speed of propagation. We analyse the association of social, economic, and demographic factors in the initial spread of the coronavirus disease COVID-19 across 23 European countries between March 1 and April 30, 2020. Diagnosed COVID-19 cases from Johns Hopkins University and data from the European Social Survey and other sources were used to estimate bivariate associations between cumulative reported case numbers at ten-day intervals and nine social, demographic, and economic variables. To avoid overfitting, we first reduce these variables to three factors by factor analysis before conducting a multiple regression analysis. We also perform a sensitivity analysis using rates and new cases between two time periods. Results showed that social and economic factors are strongly and positively associated with COVID-19 throughout the studied period, while the association with population density and cultural factors was initially low, but by April, was higher than the earlier mentioned factors. For future influenza-like pandemics, implementing strict movement restrictions from early on will be crucial to curb the spread of such diseases in economically, socially, and culturally vibrant and densely populated countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12546-021-09257-1.
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spelling pubmed-80213022021-04-06 The influence of social and economic ties to the spread of COVID-19 in Europe Mogi, Ryohei Spijker, Jeroen J Popul Res (Canberra) Original Research By late January 2020, the 2019 novel coronavirus (SARS-CoV-2) had reached Europe and most European countries had registered cases by March 1. However, the spread of the virus has been uneven in both prevalence and speed of propagation. We analyse the association of social, economic, and demographic factors in the initial spread of the coronavirus disease COVID-19 across 23 European countries between March 1 and April 30, 2020. Diagnosed COVID-19 cases from Johns Hopkins University and data from the European Social Survey and other sources were used to estimate bivariate associations between cumulative reported case numbers at ten-day intervals and nine social, demographic, and economic variables. To avoid overfitting, we first reduce these variables to three factors by factor analysis before conducting a multiple regression analysis. We also perform a sensitivity analysis using rates and new cases between two time periods. Results showed that social and economic factors are strongly and positively associated with COVID-19 throughout the studied period, while the association with population density and cultural factors was initially low, but by April, was higher than the earlier mentioned factors. For future influenza-like pandemics, implementing strict movement restrictions from early on will be crucial to curb the spread of such diseases in economically, socially, and culturally vibrant and densely populated countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12546-021-09257-1. Springer Netherlands 2021-04-05 2022 /pmc/articles/PMC8021302/ /pubmed/33841047 http://dx.doi.org/10.1007/s12546-021-09257-1 Text en © The Author(s), under exclusive licence to Springer Nature B.V. 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 Original Research
Mogi, Ryohei
Spijker, Jeroen
The influence of social and economic ties to the spread of COVID-19 in Europe
title The influence of social and economic ties to the spread of COVID-19 in Europe
title_full The influence of social and economic ties to the spread of COVID-19 in Europe
title_fullStr The influence of social and economic ties to the spread of COVID-19 in Europe
title_full_unstemmed The influence of social and economic ties to the spread of COVID-19 in Europe
title_short The influence of social and economic ties to the spread of COVID-19 in Europe
title_sort influence of social and economic ties to the spread of covid-19 in europe
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021302/
https://www.ncbi.nlm.nih.gov/pubmed/33841047
http://dx.doi.org/10.1007/s12546-021-09257-1
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