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Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities

BACKGROUND: Remote Australian Aboriginal and Torres Strait Islander communities have potential to be severely impacted by COVID-19, with multiple factors predisposing to increased transmission and disease severity. Our modelling aims to inform optimal public health responses. METHODS: An individual-...

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Autores principales: Hui, Ben B., Brown, Damien, Chisholm, Rebecca H., Geard, Nicholas, McVernon, Jodie, Regan, David G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424150/
https://www.ncbi.nlm.nih.gov/pubmed/34496760
http://dx.doi.org/10.1186/s12879-021-06607-5
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author Hui, Ben B.
Brown, Damien
Chisholm, Rebecca H.
Geard, Nicholas
McVernon, Jodie
Regan, David G.
author_facet Hui, Ben B.
Brown, Damien
Chisholm, Rebecca H.
Geard, Nicholas
McVernon, Jodie
Regan, David G.
author_sort Hui, Ben B.
collection PubMed
description BACKGROUND: Remote Australian Aboriginal and Torres Strait Islander communities have potential to be severely impacted by COVID-19, with multiple factors predisposing to increased transmission and disease severity. Our modelling aims to inform optimal public health responses. METHODS: An individual-based simulation model represented SARS-CoV2 transmission in communities ranging from 100 to 3500 people, comprised of large, interconnected households. A range of strategies for case finding, quarantining of contacts, testing, and lockdown were examined, following the silent introduction of a case. RESULTS: Multiple secondary infections are likely present by the time the first case is identified. Quarantine of close contacts, defined by extended household membership, can reduce peak infection prevalence from 60 to 70% to around 10%, but subsequent waves may occur when community mixing resumes. Exit testing significantly reduces ongoing transmission. Concurrent lockdown of non-quarantined households for 14 days is highly effective for epidemic control and reduces overall testing requirements; peak prevalence of the initial outbreak can be constrained to less than 5%, and the final community attack rate to less than 10% in modelled scenarios. Lockdown also mitigates the effect of a delay in the initial response. Compliance with lockdown must be at least 80–90%, however, or epidemic control will be lost. CONCLUSIONS: A SARS-CoV-2 outbreak will spread rapidly in remote communities. Prompt case detection with quarantining of extended-household contacts and a 14 day lockdown for all other residents, combined with exit testing for all, is the most effective strategy for rapid containment. Compliance is crucial, underscoring the need for community supported, culturally sensitive responses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-021-06607-5.
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spelling pubmed-84241502021-09-08 Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities Hui, Ben B. Brown, Damien Chisholm, Rebecca H. Geard, Nicholas McVernon, Jodie Regan, David G. BMC Infect Dis Research Article BACKGROUND: Remote Australian Aboriginal and Torres Strait Islander communities have potential to be severely impacted by COVID-19, with multiple factors predisposing to increased transmission and disease severity. Our modelling aims to inform optimal public health responses. METHODS: An individual-based simulation model represented SARS-CoV2 transmission in communities ranging from 100 to 3500 people, comprised of large, interconnected households. A range of strategies for case finding, quarantining of contacts, testing, and lockdown were examined, following the silent introduction of a case. RESULTS: Multiple secondary infections are likely present by the time the first case is identified. Quarantine of close contacts, defined by extended household membership, can reduce peak infection prevalence from 60 to 70% to around 10%, but subsequent waves may occur when community mixing resumes. Exit testing significantly reduces ongoing transmission. Concurrent lockdown of non-quarantined households for 14 days is highly effective for epidemic control and reduces overall testing requirements; peak prevalence of the initial outbreak can be constrained to less than 5%, and the final community attack rate to less than 10% in modelled scenarios. Lockdown also mitigates the effect of a delay in the initial response. Compliance with lockdown must be at least 80–90%, however, or epidemic control will be lost. CONCLUSIONS: A SARS-CoV-2 outbreak will spread rapidly in remote communities. Prompt case detection with quarantining of extended-household contacts and a 14 day lockdown for all other residents, combined with exit testing for all, is the most effective strategy for rapid containment. Compliance is crucial, underscoring the need for community supported, culturally sensitive responses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-021-06607-5. BioMed Central 2021-09-08 /pmc/articles/PMC8424150/ /pubmed/34496760 http://dx.doi.org/10.1186/s12879-021-06607-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Hui, Ben B.
Brown, Damien
Chisholm, Rebecca H.
Geard, Nicholas
McVernon, Jodie
Regan, David G.
Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title_full Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title_fullStr Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title_full_unstemmed Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title_short Modelling testing and response strategies for COVID-19 outbreaks in remote Australian Aboriginal communities
title_sort modelling testing and response strategies for covid-19 outbreaks in remote australian aboriginal communities
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424150/
https://www.ncbi.nlm.nih.gov/pubmed/34496760
http://dx.doi.org/10.1186/s12879-021-06607-5
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