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An agent-based model of the interrelation between the COVID-19 outbreak and economic activities

As of July 2020, COVID-19 caused by SARS-COV-2 is spreading worldwide, causing severe economic damage. While minimizing human contact is effective in managing outbreaks, it causes severe economic losses. Strategies to solve this dilemma by considering the interrelation between the spread of the viru...

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Detalles Bibliográficos
Autores principales: Kano, Takeshi, Yasui, Kotaro, Mikami, Taishi, Asally, Munehiro, Ishiguro, Akio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7897648/
https://www.ncbi.nlm.nih.gov/pubmed/33633491
http://dx.doi.org/10.1098/rspa.2020.0604
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author Kano, Takeshi
Yasui, Kotaro
Mikami, Taishi
Asally, Munehiro
Ishiguro, Akio
author_facet Kano, Takeshi
Yasui, Kotaro
Mikami, Taishi
Asally, Munehiro
Ishiguro, Akio
author_sort Kano, Takeshi
collection PubMed
description As of July 2020, COVID-19 caused by SARS-COV-2 is spreading worldwide, causing severe economic damage. While minimizing human contact is effective in managing outbreaks, it causes severe economic losses. Strategies to solve this dilemma by considering the interrelation between the spread of the virus and economic activities are urgently needed to mitigate the health and economic damage. Here, we propose an abstract agent-based model of the COVID-19 outbreak that accounts for economic activities. The computational simulation of the model recapitulates the trade-off between the health and economic damage associated with voluntary restraint measures. Based on the simulation results, we discuss how the macroscopic dynamics of infection and economics emerge from individuals’ behaviours. We believe our model can serve as a platform for discussing solutions to the above-mentioned dilemma.
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spelling pubmed-78976482021-02-24 An agent-based model of the interrelation between the COVID-19 outbreak and economic activities Kano, Takeshi Yasui, Kotaro Mikami, Taishi Asally, Munehiro Ishiguro, Akio Proc Math Phys Eng Sci Research Article As of July 2020, COVID-19 caused by SARS-COV-2 is spreading worldwide, causing severe economic damage. While minimizing human contact is effective in managing outbreaks, it causes severe economic losses. Strategies to solve this dilemma by considering the interrelation between the spread of the virus and economic activities are urgently needed to mitigate the health and economic damage. Here, we propose an abstract agent-based model of the COVID-19 outbreak that accounts for economic activities. The computational simulation of the model recapitulates the trade-off between the health and economic damage associated with voluntary restraint measures. Based on the simulation results, we discuss how the macroscopic dynamics of infection and economics emerge from individuals’ behaviours. We believe our model can serve as a platform for discussing solutions to the above-mentioned dilemma. The Royal Society Publishing 2021-01 2021-01-06 /pmc/articles/PMC7897648/ /pubmed/33633491 http://dx.doi.org/10.1098/rspa.2020.0604 Text en © 2021 The Authors. http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/http://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/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Research Article
Kano, Takeshi
Yasui, Kotaro
Mikami, Taishi
Asally, Munehiro
Ishiguro, Akio
An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title_full An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title_fullStr An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title_full_unstemmed An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title_short An agent-based model of the interrelation between the COVID-19 outbreak and economic activities
title_sort agent-based model of the interrelation between the covid-19 outbreak and economic activities
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7897648/
https://www.ncbi.nlm.nih.gov/pubmed/33633491
http://dx.doi.org/10.1098/rspa.2020.0604
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