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Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools
There is a pressing need for evidence-based scrutiny of plans to re-open childcare centres during the COVID-19 pandemic. Here we developed an agent-based model of SARS-CoV-2 transmission within a childcare centre and households. Scenarios varied the student-to-educator ratio (15:2, 8:2, 7:3), family...
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/PMC7973423/ https://www.ncbi.nlm.nih.gov/pubmed/33737555 http://dx.doi.org/10.1038/s41598-021-85302-6 |
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author | Phillips, Brendon Browne, Dillon T. Anand, Madhur Bauch, Chris T. |
author_facet | Phillips, Brendon Browne, Dillon T. Anand, Madhur Bauch, Chris T. |
author_sort | Phillips, Brendon |
collection | PubMed |
description | There is a pressing need for evidence-based scrutiny of plans to re-open childcare centres during the COVID-19 pandemic. Here we developed an agent-based model of SARS-CoV-2 transmission within a childcare centre and households. Scenarios varied the student-to-educator ratio (15:2, 8:2, 7:3), family clustering (siblings together versus random assignment) and time spent in class. We also evaluated a primary school setting (with student-educator ratios 30:1, 15:1 and 8:1), including cohorts that alternate weekly. In the childcare centre setting, grouping siblings significantly reduced outbreak size and student-days lost. We identify an intensification cascade specific to classroom outbreaks of respiratory viruses with presymptomatic infection. In both childcare and primary school settings, each doubling of class size from 8 to 15 to 30 more than doubled the outbreak size and student-days lost (increases by factors of 2–5, depending on the scenario. Proposals for childcare and primary school reopening could be enhanced for safety by switching to smaller class sizes and grouping siblings. |
format | Online Article Text |
id | pubmed-7973423 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79734232021-03-19 Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools Phillips, Brendon Browne, Dillon T. Anand, Madhur Bauch, Chris T. Sci Rep Article There is a pressing need for evidence-based scrutiny of plans to re-open childcare centres during the COVID-19 pandemic. Here we developed an agent-based model of SARS-CoV-2 transmission within a childcare centre and households. Scenarios varied the student-to-educator ratio (15:2, 8:2, 7:3), family clustering (siblings together versus random assignment) and time spent in class. We also evaluated a primary school setting (with student-educator ratios 30:1, 15:1 and 8:1), including cohorts that alternate weekly. In the childcare centre setting, grouping siblings significantly reduced outbreak size and student-days lost. We identify an intensification cascade specific to classroom outbreaks of respiratory viruses with presymptomatic infection. In both childcare and primary school settings, each doubling of class size from 8 to 15 to 30 more than doubled the outbreak size and student-days lost (increases by factors of 2–5, depending on the scenario. Proposals for childcare and primary school reopening could be enhanced for safety by switching to smaller class sizes and grouping siblings. Nature Publishing Group UK 2021-03-18 /pmc/articles/PMC7973423/ /pubmed/33737555 http://dx.doi.org/10.1038/s41598-021-85302-6 Text en © The Author(s) 2021 Open AccessThis 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/. |
spellingShingle | Article Phillips, Brendon Browne, Dillon T. Anand, Madhur Bauch, Chris T. Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title | Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title_full | Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title_fullStr | Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title_full_unstemmed | Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title_short | Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools |
title_sort | model-based projections for covid-19 outbreak size and student-days lost to closure in ontario childcare centres and primary schools |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973423/ https://www.ncbi.nlm.nih.gov/pubmed/33737555 http://dx.doi.org/10.1038/s41598-021-85302-6 |
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