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The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league
In this work, we present a stochastic discrete-time SEIR Susceptible-Exposed-Infectious-Recoveredmodel adapted to describe the propagation of COVID-19 during a football tournament. Specifically, we are concerned about the re-start of the Spanish national football league, La Liga, which is currently...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7269962/ https://www.ncbi.nlm.nih.gov/pubmed/32518475 http://dx.doi.org/10.1016/j.chaos.2020.109964 |
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author | Buldú, Javier M. Antequera, Daniel R. Aguirre, Jacobo |
author_facet | Buldú, Javier M. Antequera, Daniel R. Aguirre, Jacobo |
author_sort | Buldú, Javier M. |
collection | PubMed |
description | In this work, we present a stochastic discrete-time SEIR Susceptible-Exposed-Infectious-Recoveredmodel adapted to describe the propagation of COVID-19 during a football tournament. Specifically, we are concerned about the re-start of the Spanish national football league, La Liga, which is currently –May 2020– stopped with 11 fixtures remaining. Our model includes two additional states of an individual, confined and quarantined, which are reached when an individual presents COVID-19 symptoms or has undergone a virus test with a positive result. The model also accounts for the interaction dynamics of players, considering three different sources of infection: the player social circle, the contact with his/her team colleagues during training sessions, and the interaction with rivals during a match. Our results highlight the influence of the days between matches, the frequency of virus tests and their sensitivity on the number of players infected at the end of the season. Following our findings, we finally propose a variety of strategies to minimise the probability that COVID-19 propagates in case the season of La Liga was re-started after the current lockdown. |
format | Online Article Text |
id | pubmed-7269962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72699622020-06-05 The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league Buldú, Javier M. Antequera, Daniel R. Aguirre, Jacobo Chaos Solitons Fractals Frontiers In this work, we present a stochastic discrete-time SEIR Susceptible-Exposed-Infectious-Recoveredmodel adapted to describe the propagation of COVID-19 during a football tournament. Specifically, we are concerned about the re-start of the Spanish national football league, La Liga, which is currently –May 2020– stopped with 11 fixtures remaining. Our model includes two additional states of an individual, confined and quarantined, which are reached when an individual presents COVID-19 symptoms or has undergone a virus test with a positive result. The model also accounts for the interaction dynamics of players, considering three different sources of infection: the player social circle, the contact with his/her team colleagues during training sessions, and the interaction with rivals during a match. Our results highlight the influence of the days between matches, the frequency of virus tests and their sensitivity on the number of players infected at the end of the season. Following our findings, we finally propose a variety of strategies to minimise the probability that COVID-19 propagates in case the season of La Liga was re-started after the current lockdown. Elsevier Ltd. 2020-09 2020-06-04 /pmc/articles/PMC7269962/ /pubmed/32518475 http://dx.doi.org/10.1016/j.chaos.2020.109964 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Frontiers Buldú, Javier M. Antequera, Daniel R. Aguirre, Jacobo The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title | The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title_full | The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title_fullStr | The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title_full_unstemmed | The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title_short | The resumption of sports competitions after COVID-19 lockdown: The case of the Spanish football league |
title_sort | resumption of sports competitions after covid-19 lockdown: the case of the spanish football league |
topic | Frontiers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7269962/ https://www.ncbi.nlm.nih.gov/pubmed/32518475 http://dx.doi.org/10.1016/j.chaos.2020.109964 |
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