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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...
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/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. |
format | Online Article Text |
id | pubmed-8872476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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