A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil

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Autor(es): dc.contributorUniversidade de São Paulo (USP)-
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorFerreira, Cláudia P.-
Autor(es): dc.creatorMarcondes, Diego-
Autor(es): dc.creatorMelo, Mariana P.-
Autor(es): dc.creatorOliva, Sérgio M.-
Autor(es): dc.creatorPeixoto, Cláudia M.-
Autor(es): dc.creatorPeixoto, Pedro S.-
Data de aceite: dc.date.accessioned2025-08-21T17:47:50Z-
Data de disponibilização: dc.date.available2025-08-21T17:47:50Z-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2021-10-08-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1016/j.patter.2021.100349-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/223244-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/223244-
Descrição: dc.descriptionIn response to the coronavirus pandemic, governments implemented social distancing, attempting to block the virus spread within territories. While it is well accepted that social isolation plays a role in epidemic control, the precise connections between mobility data indicators and epidemic dynamics are still a challenge. In this work, we investigate the dependency between a social isolation index and epidemiological metrics for several Brazilian cities. Classic statistical methods are employed to support the findings. As a first, initially surprising, result, we illustrate how there seems to be no apparent functional relationship between social isolation data and later effects on disease incidence. However, further investigations identified two regimes of successful employment of social isolation: as a preventive measure or as a remedy, albeit remedy measures require greater social isolation and bring higher burden to health systems. Additionally, we exhibit cases of successful strategies involving lockdowns and an indicator-based mobility restriction plan.-
Descrição: dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)-
Descrição: dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)-
Descrição: dc.descriptionDepartment of Basic and Environmental Sciences Engineering School of Lorena University of São Paulo-
Descrição: dc.descriptionInstitute of Biosciences São Paulo State University (UNESP)-
Descrição: dc.descriptionDepartment of Applied Mathematics Institute of Mathematics and Statistics University of São Paulo-
Descrição: dc.descriptionInstitute of Biosciences São Paulo State University (UNESP)-
Descrição: dc.descriptionCNPq: #301778/2017-5-
Descrição: dc.descriptionCNPq: #302984/2020-8-
Descrição: dc.descriptionFAPESP: 16/18445-7-
Descrição: dc.descriptionFAPESP: 2019/22157-5-
Idioma: dc.languageen-
Relação: dc.relationPatterns-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectCOVID-19-
Palavras-chave: dc.subjectDSML 2: Proof-of-Concept: Data science output has been formulated, implemented, and tested for one domain/problem-
Palavras-chave: dc.subjecthuman mobility-
Palavras-chave: dc.subjectmobile geolocation-
Palavras-chave: dc.subjectsocial isolation-
Palavras-chave: dc.subjectspatial-temporal patterns-
Título: dc.titleA snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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