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Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data
This work aims to find out the effectiveness of sources based on Big Data like mobile phone records to analyze mobility flows and changes in the population of Spain in different scenarios during the period of the pandemic caused by the COVID-19 virus. To this end, we have used mobile phone data prov...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10236407/ https://www.ncbi.nlm.nih.gov/pubmed/37268712 http://dx.doi.org/10.1038/s41598-023-36108-1 |
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author | Osorio Arjona, Joaquín de las Obras-Loscertales Sampériz, Julia |
author_facet | Osorio Arjona, Joaquín de las Obras-Loscertales Sampériz, Julia |
author_sort | Osorio Arjona, Joaquín |
collection | PubMed |
description | This work aims to find out the effectiveness of sources based on Big Data like mobile phone records to analyze mobility flows and changes in the population of Spain in different scenarios during the period of the pandemic caused by the COVID-19 virus. To this end, we have used mobile phone data provided by the National Institute of Statistics from four days corresponding to different phases of the pandemic. Origin–Destination matrices and population estimation calculations at the spatial level of population cells have been elaborated. The results show different patterns that correspond to the phenomena that have occurred, as the decrease of the population during the periods associated with the confinement measures. The consistency of findings with the reality and the generally good correlation with the population census data indicate that mobile phone records are a useful source of data for the elaboration of demographic and mobility studies during pandemics. |
format | Online Article Text |
id | pubmed-10236407 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102364072023-06-04 Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data Osorio Arjona, Joaquín de las Obras-Loscertales Sampériz, Julia Sci Rep Article This work aims to find out the effectiveness of sources based on Big Data like mobile phone records to analyze mobility flows and changes in the population of Spain in different scenarios during the period of the pandemic caused by the COVID-19 virus. To this end, we have used mobile phone data provided by the National Institute of Statistics from four days corresponding to different phases of the pandemic. Origin–Destination matrices and population estimation calculations at the spatial level of population cells have been elaborated. The results show different patterns that correspond to the phenomena that have occurred, as the decrease of the population during the periods associated with the confinement measures. The consistency of findings with the reality and the generally good correlation with the population census data indicate that mobile phone records are a useful source of data for the elaboration of demographic and mobility studies during pandemics. Nature Publishing Group UK 2023-06-02 /pmc/articles/PMC10236407/ /pubmed/37268712 http://dx.doi.org/10.1038/s41598-023-36108-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Osorio Arjona, Joaquín de las Obras-Loscertales Sampériz, Julia Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title | Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title_full | Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title_fullStr | Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title_full_unstemmed | Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title_short | Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data |
title_sort | estimation of mobility and population in spain during different phases of the covid-19 pandemic from mobile phone data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10236407/ https://www.ncbi.nlm.nih.gov/pubmed/37268712 http://dx.doi.org/10.1038/s41598-023-36108-1 |
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