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Explaining the travelling behaviour of migrants using Facebook audience estimates
The paper explores the travelling behaviour of migrant groups using Facebook audience estimates. Reduced geographical mobility is associated with increased risk of social exclusion and reduced socio-economic and psychological well-being. Facebook audience estimates are timely, openly available and c...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485891/ https://www.ncbi.nlm.nih.gov/pubmed/32915875 http://dx.doi.org/10.1371/journal.pone.0238947 |
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author | Spyratos, Spyridon Vespe, Michele Natale, Fabrizio Iacus, Stefano Maria Santamaria, Carlos |
author_facet | Spyratos, Spyridon Vespe, Michele Natale, Fabrizio Iacus, Stefano Maria Santamaria, Carlos |
author_sort | Spyratos, Spyridon |
collection | PubMed |
description | The paper explores the travelling behaviour of migrant groups using Facebook audience estimates. Reduced geographical mobility is associated with increased risk of social exclusion and reduced socio-economic and psychological well-being. Facebook audience estimates are timely, openly available and cover most of the countries in the world. Facebook classifies its users based on multiple attributes such as the country of their previous residence, and whether they are frequent travellers. Using these data, we modelled the travelling behaviour of Facebook users grouped by countries of previous and current residence, gender and age. We found strong indications that the frequency of travelling is lower for Facebook users migrating from low-income countries and for women migrating from or living in countries with high gender inequality. Such mobility inequalities impede the smooth integration of migrants from low-income countries to new destinations and their well-being. Moreover, the reduced mobility of women who have lived or currently live in countries with conservative gender norms capture another aspect of the integration which is referring to socio-cultural norms and gender inequality. However, to provide more solid evidence on whether our findings are also valid for the general population, collaboration with Facebook is required to better understand how the data is being produced and pre-processed. |
format | Online Article Text |
id | pubmed-7485891 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74858912020-09-21 Explaining the travelling behaviour of migrants using Facebook audience estimates Spyratos, Spyridon Vespe, Michele Natale, Fabrizio Iacus, Stefano Maria Santamaria, Carlos PLoS One Research Article The paper explores the travelling behaviour of migrant groups using Facebook audience estimates. Reduced geographical mobility is associated with increased risk of social exclusion and reduced socio-economic and psychological well-being. Facebook audience estimates are timely, openly available and cover most of the countries in the world. Facebook classifies its users based on multiple attributes such as the country of their previous residence, and whether they are frequent travellers. Using these data, we modelled the travelling behaviour of Facebook users grouped by countries of previous and current residence, gender and age. We found strong indications that the frequency of travelling is lower for Facebook users migrating from low-income countries and for women migrating from or living in countries with high gender inequality. Such mobility inequalities impede the smooth integration of migrants from low-income countries to new destinations and their well-being. Moreover, the reduced mobility of women who have lived or currently live in countries with conservative gender norms capture another aspect of the integration which is referring to socio-cultural norms and gender inequality. However, to provide more solid evidence on whether our findings are also valid for the general population, collaboration with Facebook is required to better understand how the data is being produced and pre-processed. Public Library of Science 2020-09-11 /pmc/articles/PMC7485891/ /pubmed/32915875 http://dx.doi.org/10.1371/journal.pone.0238947 Text en © 2020 Spyratos et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Spyratos, Spyridon Vespe, Michele Natale, Fabrizio Iacus, Stefano Maria Santamaria, Carlos Explaining the travelling behaviour of migrants using Facebook audience estimates |
title | Explaining the travelling behaviour of migrants using Facebook audience estimates |
title_full | Explaining the travelling behaviour of migrants using Facebook audience estimates |
title_fullStr | Explaining the travelling behaviour of migrants using Facebook audience estimates |
title_full_unstemmed | Explaining the travelling behaviour of migrants using Facebook audience estimates |
title_short | Explaining the travelling behaviour of migrants using Facebook audience estimates |
title_sort | explaining the travelling behaviour of migrants using facebook audience estimates |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485891/ https://www.ncbi.nlm.nih.gov/pubmed/32915875 http://dx.doi.org/10.1371/journal.pone.0238947 |
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