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Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization
Understanding the impact of collective social phenomena in epidemic dynamics is a crucial task to effectively contain the disease spread. In this work, we build a mathematical description for assessing the interplay between opinion polarization and the evolution of a disease. The proposed kinetic ap...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10052322/ https://www.ncbi.nlm.nih.gov/pubmed/36988763 http://dx.doi.org/10.1007/s11538-023-01147-2 |
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author | Zanella, Mattia |
author_facet | Zanella, Mattia |
author_sort | Zanella, Mattia |
collection | PubMed |
description | Understanding the impact of collective social phenomena in epidemic dynamics is a crucial task to effectively contain the disease spread. In this work, we build a mathematical description for assessing the interplay between opinion polarization and the evolution of a disease. The proposed kinetic approach describes the evolution of aggregate quantities characterizing the agents belonging to epidemiologically relevant states and will show that the spread of the disease is closely related to consensus dynamics distribution in which opinion polarization may emerge. In the present modelling framework, microscopic consensus formation dynamics can be linked to macroscopic epidemic trends to trigger the collective adherence to protective measures. We conduct numerical investigations which confirm the ability of the model to describe different phenomena related to the spread of an epidemic. |
format | Online Article Text |
id | pubmed-10052322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-100523222023-03-29 Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization Zanella, Mattia Bull Math Biol Original Article Understanding the impact of collective social phenomena in epidemic dynamics is a crucial task to effectively contain the disease spread. In this work, we build a mathematical description for assessing the interplay between opinion polarization and the evolution of a disease. The proposed kinetic approach describes the evolution of aggregate quantities characterizing the agents belonging to epidemiologically relevant states and will show that the spread of the disease is closely related to consensus dynamics distribution in which opinion polarization may emerge. In the present modelling framework, microscopic consensus formation dynamics can be linked to macroscopic epidemic trends to trigger the collective adherence to protective measures. We conduct numerical investigations which confirm the ability of the model to describe different phenomena related to the spread of an epidemic. Springer US 2023-03-29 2023 /pmc/articles/PMC10052322/ /pubmed/36988763 http://dx.doi.org/10.1007/s11538-023-01147-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Zanella, Mattia Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title | Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title_full | Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title_fullStr | Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title_full_unstemmed | Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title_short | Kinetic Models for Epidemic Dynamics in the Presence of Opinion Polarization |
title_sort | kinetic models for epidemic dynamics in the presence of opinion polarization |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10052322/ https://www.ncbi.nlm.nih.gov/pubmed/36988763 http://dx.doi.org/10.1007/s11538-023-01147-2 |
work_keys_str_mv | AT zanellamattia kineticmodelsforepidemicdynamicsinthepresenceofopinionpolarization |