Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic

BACKGROUND: To suppress the COVID-19 outbreak, the Norwegian government closed all schools on March 13, 2020. The kindergartens reopened on April 20, and the schools on April 27 and May 11 of 2020. The effect of these measures is largely unknown since the role of children in the spread of the SARS-C...

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Published in:PLOS ONE
Main Authors: Rypdal, Martin, Rypdal, Veronika, Jakobsen, Per Kristen, Ytterstad, Elinor, Løvsletten, Ola, Klingenberg, Claus, Rypdal, Kristoffer
Format: Text
Language:English
Published: Public Library of Science 2021
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906341/
http://www.ncbi.nlm.nih.gov/pubmed/33630842
https://doi.org/10.1371/journal.pone.0238268
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spelling ftpubmed:oai:pubmedcentral.nih.gov:7906341 2023-05-15T17:43:41+02:00 Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic Rypdal, Martin Rypdal, Veronika Jakobsen, Per Kristen Ytterstad, Elinor Løvsletten, Ola Klingenberg, Claus Rypdal, Kristoffer 2021-02-25 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906341/ http://www.ncbi.nlm.nih.gov/pubmed/33630842 https://doi.org/10.1371/journal.pone.0238268 en eng Public Library of Science http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906341/ http://www.ncbi.nlm.nih.gov/pubmed/33630842 http://dx.doi.org/10.1371/journal.pone.0238268 © 2021 Rypdal et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. CC-BY PLoS One Research Article Text 2021 ftpubmed https://doi.org/10.1371/journal.pone.0238268 2021-03-07T01:51:34Z BACKGROUND: To suppress the COVID-19 outbreak, the Norwegian government closed all schools on March 13, 2020. The kindergartens reopened on April 20, and the schools on April 27 and May 11 of 2020. The effect of these measures is largely unknown since the role of children in the spread of the SARS-CoV-2 virus is still unclear. There are only a few studies of school closures as a separate intervention to other social distancing measures, and little research exists on the effect of school opening during a pandemic. OBJECTIVE: This study aimed to model the effect of opening kindergartens and the schools in Norway in terms of a change in the reproduction number (R). A secondary objective was to assess if we can use the estimated R after school openings to infer the rates of transmission between children in schools. METHODS: We used an individual-based model (IBM) to assess the reopening of kindergartens and schools in two Norwegian cities, Oslo, the Norwegian capital, with a population of approximately 680 000, and Tromsø, which is the largest city in Northern Norway, with a population of approximately 75 000. The model uses demographic information and detailed data about the schools in both cities. We carried out an ensemble study to obtain robust results in spite of the considerable uncertainty that remains about the transmission of SARS-CoV-2. RESULTS: We found that reopening of Norwegian kindergartens and schools are associated with a change in R of 0.10 (95%CI 0.04–0.16) and 0.14 (95%CI 0.01–0.25) in the two cities under investigation if the in-school transmission rates for the SARS-CoV-2 virus are equal to what has previously been estimated for influenza pandemics. CONCLUSION: We found only a limited effect of reopening schools on the reproduction number, and we expect the same to hold true in other countries where nonpharmaceutical interventions have suppressed the pandemic. Consequently, current R-estimates are insufficiently accurate for determining the transmission rates in schools. For countries that have ... Text Northern Norway Tromsø PubMed Central (PMC) Norway Tromsø PLOS ONE 16 2 e0238268
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Research Article
spellingShingle Research Article
Rypdal, Martin
Rypdal, Veronika
Jakobsen, Per Kristen
Ytterstad, Elinor
Løvsletten, Ola
Klingenberg, Claus
Rypdal, Kristoffer
Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
topic_facet Research Article
description BACKGROUND: To suppress the COVID-19 outbreak, the Norwegian government closed all schools on March 13, 2020. The kindergartens reopened on April 20, and the schools on April 27 and May 11 of 2020. The effect of these measures is largely unknown since the role of children in the spread of the SARS-CoV-2 virus is still unclear. There are only a few studies of school closures as a separate intervention to other social distancing measures, and little research exists on the effect of school opening during a pandemic. OBJECTIVE: This study aimed to model the effect of opening kindergartens and the schools in Norway in terms of a change in the reproduction number (R). A secondary objective was to assess if we can use the estimated R after school openings to infer the rates of transmission between children in schools. METHODS: We used an individual-based model (IBM) to assess the reopening of kindergartens and schools in two Norwegian cities, Oslo, the Norwegian capital, with a population of approximately 680 000, and Tromsø, which is the largest city in Northern Norway, with a population of approximately 75 000. The model uses demographic information and detailed data about the schools in both cities. We carried out an ensemble study to obtain robust results in spite of the considerable uncertainty that remains about the transmission of SARS-CoV-2. RESULTS: We found that reopening of Norwegian kindergartens and schools are associated with a change in R of 0.10 (95%CI 0.04–0.16) and 0.14 (95%CI 0.01–0.25) in the two cities under investigation if the in-school transmission rates for the SARS-CoV-2 virus are equal to what has previously been estimated for influenza pandemics. CONCLUSION: We found only a limited effect of reopening schools on the reproduction number, and we expect the same to hold true in other countries where nonpharmaceutical interventions have suppressed the pandemic. Consequently, current R-estimates are insufficiently accurate for determining the transmission rates in schools. For countries that have ...
format Text
author Rypdal, Martin
Rypdal, Veronika
Jakobsen, Per Kristen
Ytterstad, Elinor
Løvsletten, Ola
Klingenberg, Claus
Rypdal, Kristoffer
author_facet Rypdal, Martin
Rypdal, Veronika
Jakobsen, Per Kristen
Ytterstad, Elinor
Løvsletten, Ola
Klingenberg, Claus
Rypdal, Kristoffer
author_sort Rypdal, Martin
title Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
title_short Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
title_full Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
title_fullStr Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
title_full_unstemmed Modelling suggests limited change in the reproduction number from reopening Norwegian kindergartens and schools during the COVID-19 pandemic
title_sort modelling suggests limited change in the reproduction number from reopening norwegian kindergartens and schools during the covid-19 pandemic
publisher Public Library of Science
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906341/
http://www.ncbi.nlm.nih.gov/pubmed/33630842
https://doi.org/10.1371/journal.pone.0238268
geographic Norway
Tromsø
geographic_facet Norway
Tromsø
genre Northern Norway
Tromsø
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op_source PLoS One
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906341/
http://www.ncbi.nlm.nih.gov/pubmed/33630842
http://dx.doi.org/10.1371/journal.pone.0238268
op_rights © 2021 Rypdal et al
http://creativecommons.org/licenses/by/4.0/
This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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