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

In 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 dynamic...

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Detalles Bibliográficos
Autores principales: Ferreira, Cláudia P., Marcondes, Diego, Melo, Mariana P., Oliva, Sérgio M., Peixoto, Cláudia M., Peixoto, Pedro S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442254/
https://www.ncbi.nlm.nih.gov/pubmed/34541563
http://dx.doi.org/10.1016/j.patter.2021.100349
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author Ferreira, Cláudia P.
Marcondes, Diego
Melo, Mariana P.
Oliva, Sérgio M.
Peixoto, Cláudia M.
Peixoto, Pedro S.
author_facet Ferreira, Cláudia P.
Marcondes, Diego
Melo, Mariana P.
Oliva, Sérgio M.
Peixoto, Cláudia M.
Peixoto, Pedro S.
author_sort Ferreira, Cláudia P.
collection PubMed
description In 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.
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spelling pubmed-84422542021-09-15 A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil Ferreira, Cláudia P. Marcondes, Diego Melo, Mariana P. Oliva, Sérgio M. Peixoto, Cláudia M. Peixoto, Pedro S. Patterns (N Y) Article In 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. Elsevier 2021-09-15 /pmc/articles/PMC8442254/ /pubmed/34541563 http://dx.doi.org/10.1016/j.patter.2021.100349 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ferreira, Cláudia P.
Marcondes, Diego
Melo, Mariana P.
Oliva, Sérgio M.
Peixoto, Cláudia M.
Peixoto, Pedro S.
A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title_full A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title_fullStr A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title_full_unstemmed A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title_short A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil
title_sort snapshot of a pandemic: the interplay between social isolation and covid-19 dynamics in brazil
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442254/
https://www.ncbi.nlm.nih.gov/pubmed/34541563
http://dx.doi.org/10.1016/j.patter.2021.100349
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