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Factors associated to the duration of COVID-19 lockdowns in Chile

During the first year of the COVID-19 pandemic, several countries have implemented non-pharmacologic measures, mainly lockdowns and social distancing, to reduce the spread of the SARS-CoV-2 virus. These strategies varied widely across nations, and their efficacy is currently being studied. This stud...

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Autores principales: Pavani, Jessica, Cerda, Jaime, Gutiérrez, Luis, Varas, Inés, Gutiérrez, Iván, Jofré, Leonardo, Ortiz, Oscar, Arriagada, Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178939/
https://www.ncbi.nlm.nih.gov/pubmed/35681035
http://dx.doi.org/10.1038/s41598-022-13743-8
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author Pavani, Jessica
Cerda, Jaime
Gutiérrez, Luis
Varas, Inés
Gutiérrez, Iván
Jofré, Leonardo
Ortiz, Oscar
Arriagada, Gabriel
author_facet Pavani, Jessica
Cerda, Jaime
Gutiérrez, Luis
Varas, Inés
Gutiérrez, Iván
Jofré, Leonardo
Ortiz, Oscar
Arriagada, Gabriel
author_sort Pavani, Jessica
collection PubMed
description During the first year of the COVID-19 pandemic, several countries have implemented non-pharmacologic measures, mainly lockdowns and social distancing, to reduce the spread of the SARS-CoV-2 virus. These strategies varied widely across nations, and their efficacy is currently being studied. This study explores demographic, socioeconomic, and epidemiological factors associated with the duration of lockdowns applied in Chile between March 25th and December 25th, 2020. Joint models for longitudinal and time-to-event data were used. In this case, the number of days under lockdown for each Chilean commune and longitudinal information were modeled jointly. Our results indicate that overcrowding, number of active cases, and positivity index are significantly associated with the duration of lockdowns, being identified as risk factors for longer lockdown duration. In short, joint models for longitudinal and time-to-event data permit the identification of factors associated with the duration of lockdowns in Chile. Indeed, our findings suggest that demographic, socioeconomic, and epidemiological factors should be used to define both entering and exiting lockdown.
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spelling pubmed-91789392022-06-09 Factors associated to the duration of COVID-19 lockdowns in Chile Pavani, Jessica Cerda, Jaime Gutiérrez, Luis Varas, Inés Gutiérrez, Iván Jofré, Leonardo Ortiz, Oscar Arriagada, Gabriel Sci Rep Article During the first year of the COVID-19 pandemic, several countries have implemented non-pharmacologic measures, mainly lockdowns and social distancing, to reduce the spread of the SARS-CoV-2 virus. These strategies varied widely across nations, and their efficacy is currently being studied. This study explores demographic, socioeconomic, and epidemiological factors associated with the duration of lockdowns applied in Chile between March 25th and December 25th, 2020. Joint models for longitudinal and time-to-event data were used. In this case, the number of days under lockdown for each Chilean commune and longitudinal information were modeled jointly. Our results indicate that overcrowding, number of active cases, and positivity index are significantly associated with the duration of lockdowns, being identified as risk factors for longer lockdown duration. In short, joint models for longitudinal and time-to-event data permit the identification of factors associated with the duration of lockdowns in Chile. Indeed, our findings suggest that demographic, socioeconomic, and epidemiological factors should be used to define both entering and exiting lockdown. Nature Publishing Group UK 2022-06-09 /pmc/articles/PMC9178939/ /pubmed/35681035 http://dx.doi.org/10.1038/s41598-022-13743-8 Text en © The Author(s) 2022 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
Pavani, Jessica
Cerda, Jaime
Gutiérrez, Luis
Varas, Inés
Gutiérrez, Iván
Jofré, Leonardo
Ortiz, Oscar
Arriagada, Gabriel
Factors associated to the duration of COVID-19 lockdowns in Chile
title Factors associated to the duration of COVID-19 lockdowns in Chile
title_full Factors associated to the duration of COVID-19 lockdowns in Chile
title_fullStr Factors associated to the duration of COVID-19 lockdowns in Chile
title_full_unstemmed Factors associated to the duration of COVID-19 lockdowns in Chile
title_short Factors associated to the duration of COVID-19 lockdowns in Chile
title_sort factors associated to the duration of covid-19 lockdowns in chile
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178939/
https://www.ncbi.nlm.nih.gov/pubmed/35681035
http://dx.doi.org/10.1038/s41598-022-13743-8
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