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.

Human mobility in response to COVID-19 in France, Italy and UK / Galeazzi, A.; Cinelli, M.; Bonaccorsi, G.; Pierri, F.; Schmidt, A. L.; Scala, A.; Pammolli, F.; Quattrociocchi, W.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 11:1(2021). [10.1038/s41598-021-92399-2]

Human mobility in response to COVID-19 in France, Italy and UK

Galeazzi A.;Cinelli M.;Bonaccorsi G.;Quattrociocchi W.
2021

Abstract

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.
2021
Complex Networks, Mobility Patterns
01 Pubblicazione su rivista::01a Articolo in rivista
Human mobility in response to COVID-19 in France, Italy and UK / Galeazzi, A.; Cinelli, M.; Bonaccorsi, G.; Pierri, F.; Schmidt, A. L.; Scala, A.; Pammolli, F.; Quattrociocchi, W.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 11:1(2021). [10.1038/s41598-021-92399-2]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1568323
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