Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data

Abstract 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 dis...

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Main Authors: Hamid Khataee, Istvan Scheuring, Andras Czirok, Zoltan Neufeld
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81308-2
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spelling doaj-0712896e79ee41adb15c37910ed133c72021-01-24T12:27:59ZengNature Publishing GroupScientific Reports2045-23222021-01-011111910.1038/s41598-021-81308-2Effects of social distancing on the spreading of COVID-19 inferred from mobile phone dataHamid Khataee0Istvan Scheuring1Andras Czirok2Zoltan Neufeld3School of Mathematics and Physics, The University of Queensland, St. LuciaEvolutionary Systems Research Group, Centre for Ecological ResearchDepartment of Biological Physics, Eotvos UniversitySchool of Mathematics and Physics, The University of Queensland, St. LuciaAbstract 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 ( $$R_0$$ R 0 ) 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.https://doi.org/10.1038/s41598-021-81308-2
collection DOAJ
language English
format Article
sources DOAJ
author Hamid Khataee
Istvan Scheuring
Andras Czirok
Zoltan Neufeld
spellingShingle Hamid Khataee
Istvan Scheuring
Andras Czirok
Zoltan Neufeld
Effects of social distancing on the spreading of COVID-19 inferred from mobile phone data
Scientific Reports
author_facet Hamid Khataee
Istvan Scheuring
Andras Czirok
Zoltan Neufeld
author_sort Hamid Khataee
title 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_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_sort effects of social distancing on the spreading of covid-19 inferred from mobile phone data
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-01-01
description Abstract 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 ( $$R_0$$ R 0 ) 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.
url https://doi.org/10.1038/s41598-021-81308-2
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