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Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models

The spread of the COVID-19 pandemic has highlighted the close link between economics and health in the context of emergency management. A widespread vaccination campaign is considered the main tool to contain the economic consequences. This paper will focus, at the level of wealth distribution model...

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Autores principales: Bernardi, Emanuele, Pareschi, Lorenzo, Toscani, Giuseppe, Zanella, Mattia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871447/
https://www.ncbi.nlm.nih.gov/pubmed/35205511
http://dx.doi.org/10.3390/e24020216
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author Bernardi, Emanuele
Pareschi, Lorenzo
Toscani, Giuseppe
Zanella, Mattia
author_facet Bernardi, Emanuele
Pareschi, Lorenzo
Toscani, Giuseppe
Zanella, Mattia
author_sort Bernardi, Emanuele
collection PubMed
description The spread of the COVID-19 pandemic has highlighted the close link between economics and health in the context of emergency management. A widespread vaccination campaign is considered the main tool to contain the economic consequences. This paper will focus, at the level of wealth distribution modeling, on the economic improvements induced by the vaccination campaign in terms of its effectiveness rate. The economic trend during the pandemic is evaluated, resorting to a mathematical model joining a classical compartmental model including vaccinated individuals with a kinetic model of wealth distribution based on binary wealth exchanges. The interplay between wealth exchanges and the progress of the infectious disease is realized by assuming, on the one hand, that individuals in different compartments act differently in the economic process and, on the other hand, that the epidemic affects risk in economic transactions. Using the mathematical tools of kinetic theory, it is possible to identify the equilibrium states of the system and the formation of inequalities due to the pandemic in the wealth distribution of the population. Numerical experiments highlight the importance of the vaccination campaign and its positive effects in reducing economic inequalities in the multi-agent society.
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spelling pubmed-88714472022-02-25 Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models Bernardi, Emanuele Pareschi, Lorenzo Toscani, Giuseppe Zanella, Mattia Entropy (Basel) Article The spread of the COVID-19 pandemic has highlighted the close link between economics and health in the context of emergency management. A widespread vaccination campaign is considered the main tool to contain the economic consequences. This paper will focus, at the level of wealth distribution modeling, on the economic improvements induced by the vaccination campaign in terms of its effectiveness rate. The economic trend during the pandemic is evaluated, resorting to a mathematical model joining a classical compartmental model including vaccinated individuals with a kinetic model of wealth distribution based on binary wealth exchanges. The interplay between wealth exchanges and the progress of the infectious disease is realized by assuming, on the one hand, that individuals in different compartments act differently in the economic process and, on the other hand, that the epidemic affects risk in economic transactions. Using the mathematical tools of kinetic theory, it is possible to identify the equilibrium states of the system and the formation of inequalities due to the pandemic in the wealth distribution of the population. Numerical experiments highlight the importance of the vaccination campaign and its positive effects in reducing economic inequalities in the multi-agent society. MDPI 2022-01-29 /pmc/articles/PMC8871447/ /pubmed/35205511 http://dx.doi.org/10.3390/e24020216 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bernardi, Emanuele
Pareschi, Lorenzo
Toscani, Giuseppe
Zanella, Mattia
Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title_full Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title_fullStr Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title_full_unstemmed Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title_short Effects of Vaccination Efficacy on Wealth Distribution in Kinetic Epidemic Models
title_sort effects of vaccination efficacy on wealth distribution in kinetic epidemic models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871447/
https://www.ncbi.nlm.nih.gov/pubmed/35205511
http://dx.doi.org/10.3390/e24020216
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