Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts

Detalhes bibliográficos
Autor(a) principal: Casa Nova, Antonio
Data de Publicação: 2021
Outros Autores: Ferreira, Paulo, Almeida, Dora, Dionísio, Andreia, Quintino, Derick
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/30332
https://doi.org/Casa Nova, A.; Ferreira, P.; Almeida, D.; Dionísio, A.; Quintino, D. (2021). Are Mobility and COVID-19 Related? A Dynamic Analysis for Portuguese Districts. Entropy, 23, 786. (https://doi.org/10.3390/e23060786)
https://doi.org/10.3390/e23060786)
Resumo: Abstract In this research work we propose to assess the dynamic correlation between different mobility indices, measured on a daily basis, and the new cases of COVID-19 in the different Portuguese districts. The analysis is based on global correlation measures, which capture the linear and non-linear relationships in time series, in a robust and dynamic way. The results show that mobility in retail and recreation, grocery and pharmacy and public transports are more significant in the spread of COVID-19 than mobility in parks, workplaces or residence. It should also be noted that this relationship is lower in districts with lower population density, which leads to the need for differentiated confinement policies in order to minimize the impacts of a terrible economic and social crisis.
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spelling Are mobility and COVID-19 related? A dynamic analysis for Portuguese districtscorrelation coefficientdetrended cross-correlation analysisCOVID-19mobility indicesAbstract In this research work we propose to assess the dynamic correlation between different mobility indices, measured on a daily basis, and the new cases of COVID-19 in the different Portuguese districts. The analysis is based on global correlation measures, which capture the linear and non-linear relationships in time series, in a robust and dynamic way. The results show that mobility in retail and recreation, grocery and pharmacy and public transports are more significant in the spread of COVID-19 than mobility in parks, workplaces or residence. It should also be noted that this relationship is lower in districts with lower population density, which leads to the need for differentiated confinement policies in order to minimize the impacts of a terrible economic and social crisis.MDPI2021-11-15T12:27:26Z2021-11-152021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/30332https://doi.org/Casa Nova, A.; Ferreira, P.; Almeida, D.; Dionísio, A.; Quintino, D. (2021). Are Mobility and COVID-19 Related? A Dynamic Analysis for Portuguese Districts. Entropy, 23, 786. (https://doi.org/10.3390/e23060786)http://hdl.handle.net/10174/30332https://doi.org/10.3390/e23060786)engcasanova@ipportalegre.ptpferreira@ipportalegre.ptdmfa1982@gmail.comandreia@uevora.ptderickdq@usp.br661Casa Nova, AntonioFerreira, PauloAlmeida, DoraDionísio, AndreiaQuintino, Derickinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:28:09Zoai:dspace.uevora.pt:10174/30332Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:19:46.134020Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
title Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
spellingShingle Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
Casa Nova, Antonio
correlation coefficient
detrended cross-correlation analysis
COVID-19
mobility indices
title_short Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
title_full Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
title_fullStr Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
title_full_unstemmed Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
title_sort Are mobility and COVID-19 related? A dynamic analysis for Portuguese districts
author Casa Nova, Antonio
author_facet Casa Nova, Antonio
Ferreira, Paulo
Almeida, Dora
Dionísio, Andreia
Quintino, Derick
author_role author
author2 Ferreira, Paulo
Almeida, Dora
Dionísio, Andreia
Quintino, Derick
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Casa Nova, Antonio
Ferreira, Paulo
Almeida, Dora
Dionísio, Andreia
Quintino, Derick
dc.subject.por.fl_str_mv correlation coefficient
detrended cross-correlation analysis
COVID-19
mobility indices
topic correlation coefficient
detrended cross-correlation analysis
COVID-19
mobility indices
description Abstract In this research work we propose to assess the dynamic correlation between different mobility indices, measured on a daily basis, and the new cases of COVID-19 in the different Portuguese districts. The analysis is based on global correlation measures, which capture the linear and non-linear relationships in time series, in a robust and dynamic way. The results show that mobility in retail and recreation, grocery and pharmacy and public transports are more significant in the spread of COVID-19 than mobility in parks, workplaces or residence. It should also be noted that this relationship is lower in districts with lower population density, which leads to the need for differentiated confinement policies in order to minimize the impacts of a terrible economic and social crisis.
publishDate 2021
dc.date.none.fl_str_mv 2021-11-15T12:27:26Z
2021-11-15
2021-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/30332
https://doi.org/Casa Nova, A.; Ferreira, P.; Almeida, D.; Dionísio, A.; Quintino, D. (2021). Are Mobility and COVID-19 Related? A Dynamic Analysis for Portuguese Districts. Entropy, 23, 786. (https://doi.org/10.3390/e23060786)
http://hdl.handle.net/10174/30332
https://doi.org/10.3390/e23060786)
url http://hdl.handle.net/10174/30332
https://doi.org/Casa Nova, A.; Ferreira, P.; Almeida, D.; Dionísio, A.; Quintino, D. (2021). Are Mobility and COVID-19 Related? A Dynamic Analysis for Portuguese Districts. Entropy, 23, 786. (https://doi.org/10.3390/e23060786)
https://doi.org/10.3390/e23060786)
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv casanova@ipportalegre.pt
pferreira@ipportalegre.pt
dmfa1982@gmail.com
andreia@uevora.pt
derickdq@usp.br
661
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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instacron:RCAAP
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