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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...

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Autores principales: Gösgens, Martijn, Hendriks, Teun, Boon, Marko, Steenbakkers, Wim, Heesterbeek, Hans, van der Hofstad, Remco, Litvak, Nelly
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
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.
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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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