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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2021
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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. |
format | Online Article Text |
id | pubmed-7897648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
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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