Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil

Detalhes bibliográficos
Autor(a) principal: Jorge, Daniel C. P.
Data de Publicação: 2021
Outros Autores: Rodrigues, Moreno S., Silva, Mateus S., Cardim, Luciana L., Silva, Nívea B. da, Silveira, Ismael H., Silva, Vivian A. F., Pereira, Felipe A. C., Azevedo, Arthur R. de, Amad, Alan A. S., Pinho, Suani T. R., Andrade, Roberto F. S., Ramos, Pablo I. P., Oliveira, Juliane F.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FIOCRUZ (ARCA)
Texto Completo: https://www.arca.fiocruz.br/handle/icict/47734
Resumo: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES) – Finance Code 001
id CRUZ_de218fa3a17a0ddf58b3bb74357842e5
oai_identifier_str oai:www.arca.fiocruz.br:icict/47734
network_acronym_str CRUZ
network_name_str Repositório Institucional da FIOCRUZ (ARCA)
repository_id_str 2135
spelling Jorge, Daniel C. P.Rodrigues, Moreno S.Silva, Mateus S.Cardim, Luciana L.Silva, Nívea B. daSilveira, Ismael H.Silva, Vivian A. F.Pereira, Felipe A. C.Azevedo, Arthur R. deAmad, Alan A. S.Pinho, Suani T. R.Andrade, Roberto F. S.Ramos, Pablo I. P.Oliveira, Juliane F.2021-06-16T19:03:42Z2021-06-16T19:03:42Z2021JORGE, Daniel C. P. et al. Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil. Epidemics, v. 35, n. 100465, p. 1-12, June 2021.1755-4365https://www.arca.fiocruz.br/handle/icict/4773410.1016/j.epidem.2021.100465Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES) – Finance Code 001International Cooperation grant (process number INT0002/2016) from Bahia Research Foundation (FAPESB), BrazilNational Institute of Science and Technology - Complex Systems from CNPq, BrazilCenter of Data and Knowledge Integration for Health (CIDACS) through the Zika Platform - a longterm surveillance platform for Zika virus and microcephaly (Unified Health System (SUS), Brazilian Ministry of Health)Scientific Initiation scholarship from CNPq, Brazil (process number 117568/2019-8)Scientific Initiation scholarship from CNPq, Brazil (process number 116731/2019-2)Universidade Federal da Bahia. Instituto de Física. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Fiocruz Rondônia. Porto Velho, RO, Brasil.Universidade Federal da Bahia. Instituto de Física. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil / Universidade Federal da Bahia. Instituto de Matemática. Salvador, BA, Brasil.Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil.Universidade de São Paulo. Instituto de Física. São Paulo, SP, Brasil.Universidade Federal da Bahia. Instituto de Matemática. Salvador, BA, Brasil.Swansea University. College of Engineering. Swansea, United Kingdom.Universidade Federal da Bahia. Instituto de Física. Salvador, BA, Brasil.Universidade Federal da Bahia. Instituto de Física. Salvador, BA, Brasil / Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto Gonçalo Moniz. Centro de Integração de Dados e Conhecimento para Saúde. Salvador, BA, Brasil / Universidade do Porto. Centro de Matemática. Faculdade de Ciências. Departamento de Matemática. Porto, Portugal.COVID-19 is now identified in almost all countries in the world, with poorer regions being particularly more disadvantaged to efficiently mitigate the impacts of the pandemic. In the absence of efficient therapeutics or large-scale vaccination, control strategies are currently based on non-pharmaceutical interventions, comprising changes in population behavior and governmental interventions, among which the prohibition of mass gatherings, closure of non-essential establishments, quarantine and movement restrictions. In this work we analyzed the effects of 707 governmental interventions published up to May 22, 2020, and population adherence thereof, on the dynamics of COVID-19 cases across all 27 Brazilian states, with emphasis on state capitals and remaining inland cities. A generalized SEIR (Susceptible, Exposed, Infected and Removed) model with a time-varying transmission rate (TR), that considers transmission by asymptomatic individuals, is presented. We analyze the effect of both the extent of enforced measures across Brazilian states and population movement on the changes in the TR and effective reproduction number. The social mobility reduction index, a measure of population movement, together with the stringency index, adapted to incorporate the degree of restrictions imposed by governmental regulations, were used in conjunction to quantify and compare the effects of varying degrees of policy strictness across Brazilian states. Our results show that population adherence to social distance recommendations plays an important role for the effectiveness of interventions and represents a major challenge to the control of COVID-19 in low- and middle-income countries.engElsevierCOVID-19BrasilQuarentenaPolíticasVacinaçãoSARS-CoV-2BrazilCOVID-19Mathematical modelingNon-pharmaceutical interventionsPublic policiesTransmission rateAssessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-83097https://www.arca.fiocruz.br/bitstream/icict/47734/1/license.txt36b51ef91c52b5338d9d29ba0cc807bcMD51ORIGINALJorge, Daniel C.P Assessing....pdfJorge, Daniel C.P Assessing....pdfapplication/pdf1821588https://www.arca.fiocruz.br/bitstream/icict/47734/2/Jorge%2c%20Daniel%20C.P%20Assessing....pdfbfbf72977da2af8432e1f2673d8dc36aMD52TEXTJorge, Daniel C.P Assessing....pdf.txtJorge, Daniel C.P Assessing....pdf.txtExtracted texttext/plain67586https://www.arca.fiocruz.br/bitstream/icict/47734/3/Jorge%2c%20Daniel%20C.P%20Assessing....pdf.txtd9e6a49ecb3fcd6dee87725f626481d3MD53icict/477342023-03-15 14:34:27.57oai:www.arca.fiocruz.br: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Repositório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352023-03-15T17:34:27Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false
dc.title.en.fl_str_mv Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
title Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
spellingShingle Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
Jorge, Daniel C. P.
COVID-19
Brasil
Quarentena
Políticas
Vacinação
SARS-CoV-2
Brazil
COVID-19
Mathematical modeling
Non-pharmaceutical interventions
Public policies
Transmission rate
title_short Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
title_full Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
title_fullStr Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
title_full_unstemmed Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
title_sort Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil
author Jorge, Daniel C. P.
author_facet Jorge, Daniel C. P.
Rodrigues, Moreno S.
Silva, Mateus S.
Cardim, Luciana L.
Silva, Nívea B. da
Silveira, Ismael H.
Silva, Vivian A. F.
Pereira, Felipe A. C.
Azevedo, Arthur R. de
Amad, Alan A. S.
Pinho, Suani T. R.
Andrade, Roberto F. S.
Ramos, Pablo I. P.
Oliveira, Juliane F.
author_role author
author2 Rodrigues, Moreno S.
Silva, Mateus S.
Cardim, Luciana L.
Silva, Nívea B. da
Silveira, Ismael H.
Silva, Vivian A. F.
Pereira, Felipe A. C.
Azevedo, Arthur R. de
Amad, Alan A. S.
Pinho, Suani T. R.
Andrade, Roberto F. S.
Ramos, Pablo I. P.
Oliveira, Juliane F.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Jorge, Daniel C. P.
Rodrigues, Moreno S.
Silva, Mateus S.
Cardim, Luciana L.
Silva, Nívea B. da
Silveira, Ismael H.
Silva, Vivian A. F.
Pereira, Felipe A. C.
Azevedo, Arthur R. de
Amad, Alan A. S.
Pinho, Suani T. R.
Andrade, Roberto F. S.
Ramos, Pablo I. P.
Oliveira, Juliane F.
dc.subject.other.pt_BR.fl_str_mv COVID-19
Brasil
Quarentena
Políticas
Vacinação
SARS-CoV-2
topic COVID-19
Brasil
Quarentena
Políticas
Vacinação
SARS-CoV-2
Brazil
COVID-19
Mathematical modeling
Non-pharmaceutical interventions
Public policies
Transmission rate
dc.subject.en.en.fl_str_mv Brazil
COVID-19
Mathematical modeling
Non-pharmaceutical interventions
Public policies
dc.subject.en.pt_BR.fl_str_mv Transmission rate
description Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES) – Finance Code 001
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-06-16T19:03:42Z
dc.date.available.fl_str_mv 2021-06-16T19:03:42Z
dc.date.issued.fl_str_mv 2021
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.citation.fl_str_mv JORGE, Daniel C. P. et al. Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil. Epidemics, v. 35, n. 100465, p. 1-12, June 2021.
dc.identifier.uri.fl_str_mv https://www.arca.fiocruz.br/handle/icict/47734
dc.identifier.issn.pt_BR.fl_str_mv 1755-4365
dc.identifier.doi.pt_BR.fl_str_mv 10.1016/j.epidem.2021.100465
identifier_str_mv JORGE, Daniel C. P. et al. Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil. Epidemics, v. 35, n. 100465, p. 1-12, June 2021.
1755-4365
10.1016/j.epidem.2021.100465
url https://www.arca.fiocruz.br/handle/icict/47734
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Institucional da FIOCRUZ (ARCA)
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Repositório Institucional da FIOCRUZ (ARCA)
collection Repositório Institucional da FIOCRUZ (ARCA)
bitstream.url.fl_str_mv https://www.arca.fiocruz.br/bitstream/icict/47734/1/license.txt
https://www.arca.fiocruz.br/bitstream/icict/47734/2/Jorge%2c%20Daniel%20C.P%20Assessing....pdf
https://www.arca.fiocruz.br/bitstream/icict/47734/3/Jorge%2c%20Daniel%20C.P%20Assessing....pdf.txt
bitstream.checksum.fl_str_mv 36b51ef91c52b5338d9d29ba0cc807bc
bfbf72977da2af8432e1f2673d8dc36a
d9e6a49ecb3fcd6dee87725f626481d3
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)
repository.mail.fl_str_mv repositorio.arca@fiocruz.br
_version_ 1813009097812869120