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A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries
While the effectiveness of lockdowns to reduce Coronavirus Disease-2019 (COVID-19) transmission is well established, uncertainties remain on the lifting principles of these restrictive interventions. World Health Organization recommends case positive rate of 5% or lower as a threshold for safe reope...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266851/ https://www.ncbi.nlm.nih.gov/pubmed/34238953 http://dx.doi.org/10.1038/s41598-021-93415-1 |
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author | Shonchoy, Abu S. Ishtiaq, Khandker S. Talukder, Sajedul Ahmed, Nasar U. Chowdhury, Rajiv |
author_facet | Shonchoy, Abu S. Ishtiaq, Khandker S. Talukder, Sajedul Ahmed, Nasar U. Chowdhury, Rajiv |
author_sort | Shonchoy, Abu S. |
collection | PubMed |
description | While the effectiveness of lockdowns to reduce Coronavirus Disease-2019 (COVID-19) transmission is well established, uncertainties remain on the lifting principles of these restrictive interventions. World Health Organization recommends case positive rate of 5% or lower as a threshold for safe reopening. However, inadequate testing capacity limits the applicability of this recommendation, especially in the low-income and middle-income countries (LMICs). To develop a practical reopening strategy for LMICs, in this study, we first identify the optimal timing of safe reopening by exploring accessible epidemiological data of 24 countries during the initial COVID-19 surge. We find that a safe opening can occur two weeks after the crossover of daily infection and recovery rates while maintaining a negative trend in daily new cases. Epidemiologic SIRM model-based example simulation supports our findings. Finally, we develop an easily interpretable large-scale reopening (LSR) index, which is an evidence-based toolkit—to guide/inform reopening decision for LMICs. |
format | Online Article Text |
id | pubmed-8266851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82668512021-07-12 A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries Shonchoy, Abu S. Ishtiaq, Khandker S. Talukder, Sajedul Ahmed, Nasar U. Chowdhury, Rajiv Sci Rep Article While the effectiveness of lockdowns to reduce Coronavirus Disease-2019 (COVID-19) transmission is well established, uncertainties remain on the lifting principles of these restrictive interventions. World Health Organization recommends case positive rate of 5% or lower as a threshold for safe reopening. However, inadequate testing capacity limits the applicability of this recommendation, especially in the low-income and middle-income countries (LMICs). To develop a practical reopening strategy for LMICs, in this study, we first identify the optimal timing of safe reopening by exploring accessible epidemiological data of 24 countries during the initial COVID-19 surge. We find that a safe opening can occur two weeks after the crossover of daily infection and recovery rates while maintaining a negative trend in daily new cases. Epidemiologic SIRM model-based example simulation supports our findings. Finally, we develop an easily interpretable large-scale reopening (LSR) index, which is an evidence-based toolkit—to guide/inform reopening decision for LMICs. Nature Publishing Group UK 2021-07-08 /pmc/articles/PMC8266851/ /pubmed/34238953 http://dx.doi.org/10.1038/s41598-021-93415-1 Text en © The Author(s) 2021 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 Shonchoy, Abu S. Ishtiaq, Khandker S. Talukder, Sajedul Ahmed, Nasar U. Chowdhury, Rajiv A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title | A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title_full | A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title_fullStr | A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title_full_unstemmed | A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title_short | A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
title_sort | novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266851/ https://www.ncbi.nlm.nih.gov/pubmed/34238953 http://dx.doi.org/10.1038/s41598-021-93415-1 |
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