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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8871447 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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