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Human mobility in response to COVID-19 in France, Italy and UK
The COVID-19 pandemic is one of the defining events of our time. National Governments responded to the global crisis by implementing mobility restrictions to slow down the spread of the virus. To assess the impact of those policies on human mobility, we perform a massive comparative analysis on geol...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8222274/ https://www.ncbi.nlm.nih.gov/pubmed/34162933 http://dx.doi.org/10.1038/s41598-021-92399-2 |
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author | Galeazzi, Alessandro Cinelli, Matteo Bonaccorsi, Giovanni Pierri, Francesco Schmidt, Ana Lucia Scala, Antonio Pammolli, Fabio Quattrociocchi, Walter |
author_facet | Galeazzi, Alessandro Cinelli, Matteo Bonaccorsi, Giovanni Pierri, Francesco Schmidt, Ana Lucia Scala, Antonio Pammolli, Fabio Quattrociocchi, Walter |
author_sort | Galeazzi, Alessandro |
collection | PubMed |
description | The COVID-19 pandemic is one of the defining events of our time. National Governments responded to the global crisis by implementing mobility restrictions to slow down the spread of the virus. To assess the impact of those policies on human mobility, we perform a massive comparative analysis on geolocalized data from 13 M Facebook users in France, Italy, and the UK. We find that lockdown generally affects national mobility efficiency and smallworldness—i.e., a substantial reduction of long-range connections in favor of local paths. The impact, however, differs among nations according to their mobility infrastructure. We find that mobility is more concentrated in France and UK and more distributed in Italy. In this paper we provide a framework to quantify the substantial impact of the mobility restrictions. We introduce a percolation model mimicking mobility network disruption and find that node persistence in the percolation process is significantly correlated with the economic and demographic characteristics of countries: areas showing higher resilience to mobility disruptions are those where Value Added per Capita and Population Density are high. Our methods and findings provide important insights to enhance preparedness for global critical events and to incorporate resilience as a relevant dimension to estimate the socio-economic consequences of mobility restriction policies. |
format | Online Article Text |
id | pubmed-8222274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82222742021-06-24 Human mobility in response to COVID-19 in France, Italy and UK Galeazzi, Alessandro Cinelli, Matteo Bonaccorsi, Giovanni Pierri, Francesco Schmidt, Ana Lucia Scala, Antonio Pammolli, Fabio Quattrociocchi, Walter Sci Rep Article The COVID-19 pandemic is one of the defining events of our time. National Governments responded to the global crisis by implementing mobility restrictions to slow down the spread of the virus. To assess the impact of those policies on human mobility, we perform a massive comparative analysis on geolocalized data from 13 M Facebook users in France, Italy, and the UK. We find that lockdown generally affects national mobility efficiency and smallworldness—i.e., a substantial reduction of long-range connections in favor of local paths. The impact, however, differs among nations according to their mobility infrastructure. We find that mobility is more concentrated in France and UK and more distributed in Italy. In this paper we provide a framework to quantify the substantial impact of the mobility restrictions. We introduce a percolation model mimicking mobility network disruption and find that node persistence in the percolation process is significantly correlated with the economic and demographic characteristics of countries: areas showing higher resilience to mobility disruptions are those where Value Added per Capita and Population Density are high. Our methods and findings provide important insights to enhance preparedness for global critical events and to incorporate resilience as a relevant dimension to estimate the socio-economic consequences of mobility restriction policies. Nature Publishing Group UK 2021-06-23 /pmc/articles/PMC8222274/ /pubmed/34162933 http://dx.doi.org/10.1038/s41598-021-92399-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Galeazzi, Alessandro Cinelli, Matteo Bonaccorsi, Giovanni Pierri, Francesco Schmidt, Ana Lucia Scala, Antonio Pammolli, Fabio Quattrociocchi, Walter Human mobility in response to COVID-19 in France, Italy and UK |
title | Human mobility in response to COVID-19 in France, Italy and UK |
title_full | Human mobility in response to COVID-19 in France, Italy and UK |
title_fullStr | Human mobility in response to COVID-19 in France, Italy and UK |
title_full_unstemmed | Human mobility in response to COVID-19 in France, Italy and UK |
title_short | Human mobility in response to COVID-19 in France, Italy and UK |
title_sort | human mobility in response to covid-19 in france, italy and uk |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8222274/ https://www.ncbi.nlm.nih.gov/pubmed/34162933 http://dx.doi.org/10.1038/s41598-021-92399-2 |
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