Cargando…

School and community reopening during the COVID-19 pandemic: a mathematical modelling study

Operating schools safely during the COVID-19 pandemic requires a balance between health risks and the need for in-person learning. Using demographic and epidemiological data between 31 July and 23 November 2020 from Toronto, Canada, we developed a compartmental transmission model with age, household...

Descripción completa

Detalles Bibliográficos
Autores principales: Yuan, Pei, Aruffo, Elena, Gatov, Evgenia, Tan, Yi, Li, Qi, Ogden, Nick, Collier, Sarah, Nasri, Bouchra, Moyles, Iain, Zhu, Huaiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8808096/
https://www.ncbi.nlm.nih.gov/pubmed/35127115
http://dx.doi.org/10.1098/rsos.211883
_version_ 1784643812726931456
author Yuan, Pei
Aruffo, Elena
Gatov, Evgenia
Tan, Yi
Li, Qi
Ogden, Nick
Collier, Sarah
Nasri, Bouchra
Moyles, Iain
Zhu, Huaiping
author_facet Yuan, Pei
Aruffo, Elena
Gatov, Evgenia
Tan, Yi
Li, Qi
Ogden, Nick
Collier, Sarah
Nasri, Bouchra
Moyles, Iain
Zhu, Huaiping
author_sort Yuan, Pei
collection PubMed
description Operating schools safely during the COVID-19 pandemic requires a balance between health risks and the need for in-person learning. Using demographic and epidemiological data between 31 July and 23 November 2020 from Toronto, Canada, we developed a compartmental transmission model with age, household and setting structure to study the impact of schools reopening in September 2020. The model simulates transmission in the home, community and schools, accounting for differences in infectiousness between adults and children, and accounting for work-from-home and virtual learning. While we found a slight increase in infections among adults (2.2%) and children (4.5%) within the first eight weeks of school reopening, transmission in schools was not the key driver of the virus resurgence in autumn 2020. Rather, it was community spread that determined the outbreak trajectory, primarily due to increases in contact rates among adults in the community after school reopening. Analyses of cross-infection among households, communities and schools revealed that home transmission is crucial for epidemic progression and safely operating schools, while the degree of in-person attendance has a larger impact than other control measures in schools. This study suggests that safe school reopening requires the strict maintenance of public health measures in the community.
format Online
Article
Text
id pubmed-8808096
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher The Royal Society
record_format MEDLINE/PubMed
spelling pubmed-88080962022-02-04 School and community reopening during the COVID-19 pandemic: a mathematical modelling study Yuan, Pei Aruffo, Elena Gatov, Evgenia Tan, Yi Li, Qi Ogden, Nick Collier, Sarah Nasri, Bouchra Moyles, Iain Zhu, Huaiping R Soc Open Sci Mathematics Operating schools safely during the COVID-19 pandemic requires a balance between health risks and the need for in-person learning. Using demographic and epidemiological data between 31 July and 23 November 2020 from Toronto, Canada, we developed a compartmental transmission model with age, household and setting structure to study the impact of schools reopening in September 2020. The model simulates transmission in the home, community and schools, accounting for differences in infectiousness between adults and children, and accounting for work-from-home and virtual learning. While we found a slight increase in infections among adults (2.2%) and children (4.5%) within the first eight weeks of school reopening, transmission in schools was not the key driver of the virus resurgence in autumn 2020. Rather, it was community spread that determined the outbreak trajectory, primarily due to increases in contact rates among adults in the community after school reopening. Analyses of cross-infection among households, communities and schools revealed that home transmission is crucial for epidemic progression and safely operating schools, while the degree of in-person attendance has a larger impact than other control measures in schools. This study suggests that safe school reopening requires the strict maintenance of public health measures in the community. The Royal Society 2022-02-02 /pmc/articles/PMC8808096/ /pubmed/35127115 http://dx.doi.org/10.1098/rsos.211883 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Mathematics
Yuan, Pei
Aruffo, Elena
Gatov, Evgenia
Tan, Yi
Li, Qi
Ogden, Nick
Collier, Sarah
Nasri, Bouchra
Moyles, Iain
Zhu, Huaiping
School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title_full School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title_fullStr School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title_full_unstemmed School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title_short School and community reopening during the COVID-19 pandemic: a mathematical modelling study
title_sort school and community reopening during the covid-19 pandemic: a mathematical modelling study
topic Mathematics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8808096/
https://www.ncbi.nlm.nih.gov/pubmed/35127115
http://dx.doi.org/10.1098/rsos.211883
work_keys_str_mv AT yuanpei schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT aruffoelena schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT gatovevgenia schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT tanyi schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT liqi schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT ogdennick schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT colliersarah schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT nasribouchra schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT moylesiain schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy
AT zhuhuaiping schoolandcommunityreopeningduringthecovid19pandemicamathematicalmodellingstudy