Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Galeazzi, Alessandro, Cinelli, Matteo, Bonaccorsi, Giovanni, Pierri, Francesco, Schmidt, Ana Lucia, Scala, Antonio, Pammolli, Fabio, Quattrociocchi, Walter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1783711459585294336
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
work_keys_str_mv AT galeazzialessandro humanmobilityinresponsetocovid19infranceitalyanduk
AT cinellimatteo humanmobilityinresponsetocovid19infranceitalyanduk
AT bonaccorsigiovanni humanmobilityinresponsetocovid19infranceitalyanduk
AT pierrifrancesco humanmobilityinresponsetocovid19infranceitalyanduk
AT schmidtanalucia humanmobilityinresponsetocovid19infranceitalyanduk
AT scalaantonio humanmobilityinresponsetocovid19infranceitalyanduk
AT pammollifabio humanmobilityinresponsetocovid19infranceitalyanduk
AT quattrociocchiwalter humanmobilityinresponsetocovid19infranceitalyanduk