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Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data
A better understanding of how the COVID-19 pandemic responds to social distancing efforts is required for the control of future outbreaks and to calibrate partial lock-downs. We present quantitative relationships between key parameters characterizing the COVID-19 epidemiology and social distancing e...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813880/ https://www.ncbi.nlm.nih.gov/pubmed/33462369 http://dx.doi.org/10.1038/s41598-021-81308-2 |
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author | Khataee, Hamid Scheuring, Istvan Czirok, Andras Neufeld, Zoltan |
author_facet | Khataee, Hamid Scheuring, Istvan Czirok, Andras Neufeld, Zoltan |
author_sort | Khataee, Hamid |
collection | PubMed |
description | A better understanding of how the COVID-19 pandemic responds to social distancing efforts is required for the control of future outbreaks and to calibrate partial lock-downs. We present quantitative relationships between key parameters characterizing the COVID-19 epidemiology and social distancing efforts of nine selected European countries. Epidemiological parameters were extracted from the number of daily deaths data, while mitigation efforts are estimated from mobile phone tracking data. The decrease of the basic reproductive number ([Formula: see text] ) as well as the duration of the initial exponential expansion phase of the epidemic strongly correlates with the magnitude of mobility reduction. Utilizing these relationships we decipher the relative impact of the timing and the extent of social distancing on the total death burden of the pandemic. |
format | Online Article Text |
id | pubmed-7813880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78138802021-01-21 Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data Khataee, Hamid Scheuring, Istvan Czirok, Andras Neufeld, Zoltan Sci Rep Article A better understanding of how the COVID-19 pandemic responds to social distancing efforts is required for the control of future outbreaks and to calibrate partial lock-downs. We present quantitative relationships between key parameters characterizing the COVID-19 epidemiology and social distancing efforts of nine selected European countries. Epidemiological parameters were extracted from the number of daily deaths data, while mitigation efforts are estimated from mobile phone tracking data. The decrease of the basic reproductive number ([Formula: see text] ) as well as the duration of the initial exponential expansion phase of the epidemic strongly correlates with the magnitude of mobility reduction. Utilizing these relationships we decipher the relative impact of the timing and the extent of social distancing on the total death burden of the pandemic. Nature Publishing Group UK 2021-01-18 /pmc/articles/PMC7813880/ /pubmed/33462369 http://dx.doi.org/10.1038/s41598-021-81308-2 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Khataee, Hamid Scheuring, Istvan Czirok, Andras Neufeld, Zoltan Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title | Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title_full | Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title_fullStr | Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title_full_unstemmed | Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title_short | Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data |
title_sort | effects of social distancing on the spreading of covid-19 inferred from mobile phone data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813880/ https://www.ncbi.nlm.nih.gov/pubmed/33462369 http://dx.doi.org/10.1038/s41598-021-81308-2 |
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