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The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach

November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In...

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Detalles Bibliográficos
Autores principales: Saldaña, Fernando, Velasco-Hernández, Jorge X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8170206/
https://www.ncbi.nlm.nih.gov/pubmed/34109037
http://dx.doi.org/10.1098/rsos.202240
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author Saldaña, Fernando
Velasco-Hernández, Jorge X.
author_facet Saldaña, Fernando
Velasco-Hernández, Jorge X.
author_sort Saldaña, Fernando
collection PubMed
description November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In particular, we investigate how vaccination coverage, efficacy and delivery time affect the control of the transmission dynamics in comparison to mobility restrictions. The analysis is based on a metapopulation epidemic model structured by risk. We perform a global sensitivity analysis using the Sobol method. Our analysis suggest that the reduction of mobility among patches plays a significant role in the mitigation of the disease close to the effect of immunization coverage of 30% achieved in four months. Moreover, for an immunization coverage between 20% and 50% achieved in the first half of 2021 with a vaccine efficacy between 70% and 95%, the percentage reduction in the total number of SARS-CoV-2 infections is between 30% and 50% by the end of 2021 in comparison with the no vaccination scenario.
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spelling pubmed-81702062021-06-08 The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach Saldaña, Fernando Velasco-Hernández, Jorge X. R Soc Open Sci Mathematics November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In particular, we investigate how vaccination coverage, efficacy and delivery time affect the control of the transmission dynamics in comparison to mobility restrictions. The analysis is based on a metapopulation epidemic model structured by risk. We perform a global sensitivity analysis using the Sobol method. Our analysis suggest that the reduction of mobility among patches plays a significant role in the mitigation of the disease close to the effect of immunization coverage of 30% achieved in four months. Moreover, for an immunization coverage between 20% and 50% achieved in the first half of 2021 with a vaccine efficacy between 70% and 95%, the percentage reduction in the total number of SARS-CoV-2 infections is between 30% and 50% by the end of 2021 in comparison with the no vaccination scenario. The Royal Society 2021-06-02 /pmc/articles/PMC8170206/ /pubmed/34109037 http://dx.doi.org/10.1098/rsos.202240 Text en © 2021 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
Saldaña, Fernando
Velasco-Hernández, Jorge X.
The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title_full The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title_fullStr The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title_full_unstemmed The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title_short The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
title_sort trade-off between mobility and vaccination for covid-19 control: a metapopulation modelling approach
topic Mathematics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8170206/
https://www.ncbi.nlm.nih.gov/pubmed/34109037
http://dx.doi.org/10.1098/rsos.202240
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