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Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model

The SARS-CoV-2 virus emergency prompted unprecedented safety measures, which were accepted by the population of each country to different degrees, for example, with more or less willingness to use personal protective elements (PPEs). We have developed a mathematical model of the contagion process, b...

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Detalles Bibliográficos
Autores principales: Gutiérrez-Jara, Juan Pablo, Saracini, Chiara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872476/
https://www.ncbi.nlm.nih.gov/pubmed/35206210
http://dx.doi.org/10.3390/ijerph19042022
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author Gutiérrez-Jara, Juan Pablo
Saracini, Chiara
author_facet Gutiérrez-Jara, Juan Pablo
Saracini, Chiara
author_sort Gutiérrez-Jara, Juan Pablo
collection PubMed
description The SARS-CoV-2 virus emergency prompted unprecedented safety measures, which were accepted by the population of each country to different degrees, for example, with more or less willingness to use personal protective elements (PPEs). We have developed a mathematical model of the contagion process, based on chilean data, to assess the interaction between biological factors (such as the impact of vaccination) and behavioral factors (such as the population’s perception of risk). The model clearly shows that the virus spreads through three waves of contagion, the second being the most prominent, regardless of any alteration in the variables taken into account, which only affect the overall number of people infected. By considering alternative values of the risk perception variable and examining the different possible scenarios, we have also found that the less reaction to change the population has (and the lower the disposition to use PPEs), the higher the waves of contagion and the death toll are.
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spelling pubmed-88724762022-02-25 Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model Gutiérrez-Jara, Juan Pablo Saracini, Chiara Int J Environ Res Public Health Article The SARS-CoV-2 virus emergency prompted unprecedented safety measures, which were accepted by the population of each country to different degrees, for example, with more or less willingness to use personal protective elements (PPEs). We have developed a mathematical model of the contagion process, based on chilean data, to assess the interaction between biological factors (such as the impact of vaccination) and behavioral factors (such as the population’s perception of risk). The model clearly shows that the virus spreads through three waves of contagion, the second being the most prominent, regardless of any alteration in the variables taken into account, which only affect the overall number of people infected. By considering alternative values of the risk perception variable and examining the different possible scenarios, we have also found that the less reaction to change the population has (and the lower the disposition to use PPEs), the higher the waves of contagion and the death toll are. MDPI 2022-02-11 /pmc/articles/PMC8872476/ /pubmed/35206210 http://dx.doi.org/10.3390/ijerph19042022 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
Gutiérrez-Jara, Juan Pablo
Saracini, Chiara
Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title_full Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title_fullStr Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title_full_unstemmed Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title_short Risk Perception Influence on Vaccination Program on COVID-19 in Chile: A Mathematical Model
title_sort risk perception influence on vaccination program on covid-19 in chile: a mathematical model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872476/
https://www.ncbi.nlm.nih.gov/pubmed/35206210
http://dx.doi.org/10.3390/ijerph19042022
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