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Trade-offs between mobility restrictions and transmission of SARS-CoV-2
In their response to the COVID-19 outbreak, governments face the dilemma to balance public health and economy. Mobility plays a central role in this dilemma because the movement of people enables both economic activity and virus spread. We use mobility data in the form of counts of travellers betwee...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8086858/ https://www.ncbi.nlm.nih.gov/pubmed/33622148 http://dx.doi.org/10.1098/rsif.2020.0936 |
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author | Gösgens, Martijn Hendriks, Teun Boon, Marko Steenbakkers, Wim Heesterbeek, Hans van der Hofstad, Remco Litvak, Nelly |
author_facet | Gösgens, Martijn Hendriks, Teun Boon, Marko Steenbakkers, Wim Heesterbeek, Hans van der Hofstad, Remco Litvak, Nelly |
author_sort | Gösgens, Martijn |
collection | PubMed |
description | In their response to the COVID-19 outbreak, governments face the dilemma to balance public health and economy. Mobility plays a central role in this dilemma because the movement of people enables both economic activity and virus spread. We use mobility data in the form of counts of travellers between regions, to extend the often-used SEIR models to include mobility between regions. We quantify the trade-off between mobility and infection spread in terms of a single parameter, to be chosen by policy makers, and propose strategies for restricting mobility so that the restrictions are minimal while the infection spread is effectively limited. We consider restrictions where the country is divided into regions, and study scenarios where mobility is allowed within these regions, and disallowed between them. We propose heuristic methods to approximate optimal choices for these regions. We evaluate the obtained restrictions based on our trade-off. The results show that our methods are especially effective when the infections are highly concentrated, e.g. around a few municipalities, as resulting from superspreading events that play an important role in the spread of COVID-19. We demonstrate our method in the example of the Netherlands. The results apply more broadly when mobility data are available. |
format | Online Article Text |
id | pubmed-8086858 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-80868582021-05-18 Trade-offs between mobility restrictions and transmission of SARS-CoV-2 Gösgens, Martijn Hendriks, Teun Boon, Marko Steenbakkers, Wim Heesterbeek, Hans van der Hofstad, Remco Litvak, Nelly J R Soc Interface Life Sciences–Mathematics interface In their response to the COVID-19 outbreak, governments face the dilemma to balance public health and economy. Mobility plays a central role in this dilemma because the movement of people enables both economic activity and virus spread. We use mobility data in the form of counts of travellers between regions, to extend the often-used SEIR models to include mobility between regions. We quantify the trade-off between mobility and infection spread in terms of a single parameter, to be chosen by policy makers, and propose strategies for restricting mobility so that the restrictions are minimal while the infection spread is effectively limited. We consider restrictions where the country is divided into regions, and study scenarios where mobility is allowed within these regions, and disallowed between them. We propose heuristic methods to approximate optimal choices for these regions. We evaluate the obtained restrictions based on our trade-off. The results show that our methods are especially effective when the infections are highly concentrated, e.g. around a few municipalities, as resulting from superspreading events that play an important role in the spread of COVID-19. We demonstrate our method in the example of the Netherlands. The results apply more broadly when mobility data are available. The Royal Society 2021-02-24 /pmc/articles/PMC8086858/ /pubmed/33622148 http://dx.doi.org/10.1098/rsif.2020.0936 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 | Life Sciences–Mathematics interface Gösgens, Martijn Hendriks, Teun Boon, Marko Steenbakkers, Wim Heesterbeek, Hans van der Hofstad, Remco Litvak, Nelly Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title | Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title_full | Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title_fullStr | Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title_full_unstemmed | Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title_short | Trade-offs between mobility restrictions and transmission of SARS-CoV-2 |
title_sort | trade-offs between mobility restrictions and transmission of sars-cov-2 |
topic | Life Sciences–Mathematics interface |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8086858/ https://www.ncbi.nlm.nih.gov/pubmed/33622148 http://dx.doi.org/10.1098/rsif.2020.0936 |
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