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Attitudinal analysis of vaccination effects to lead endemic phases
To achieve endemic phases, repeated vaccinations are necessary. However, individuals may grapple with whether to get vaccinated due to potential side effects. When an individual is already immune due to previous infections or vaccinations, the perceived risk from vaccination is often less than the r...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290696/ https://www.ncbi.nlm.nih.gov/pubmed/37355758 http://dx.doi.org/10.1038/s41598-023-37498-y |
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author | Ku, Donggyun Kim, Gahyun Peck, Kyong Ran Park, In Kwon Chang, Rakwoo Kim, Donghan Lee, Seungjae |
author_facet | Ku, Donggyun Kim, Gahyun Peck, Kyong Ran Park, In Kwon Chang, Rakwoo Kim, Donghan Lee, Seungjae |
author_sort | Ku, Donggyun |
collection | PubMed |
description | To achieve endemic phases, repeated vaccinations are necessary. However, individuals may grapple with whether to get vaccinated due to potential side effects. When an individual is already immune due to previous infections or vaccinations, the perceived risk from vaccination is often less than the risk of infection. Yet, repeated rounds of vaccination can lead to avoidance, impeding the establishment of endemic phases. We explore this phenomenon using an individual-based Monte Carlo simulation, validating our findings with game theory. The Nash equilibrium encapsulates individuals' non-cooperative behavior, while the system's optimal value represents the societal benefits of altruistic cooperation. We define the difference between these as the price of anarchy. Our simulations reveal that the price of anarchy must fall below a threshold of 12.47 for endemic phases to be achieved in a steady state. This suggests that for a basic reproduction number of 10, a consistent vaccination rate greater than 89% is required. These findings offer new insights into vaccination-related decision-making and can inform effective strategies to tackle infectious diseases. |
format | Online Article Text |
id | pubmed-10290696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102906962023-06-26 Attitudinal analysis of vaccination effects to lead endemic phases Ku, Donggyun Kim, Gahyun Peck, Kyong Ran Park, In Kwon Chang, Rakwoo Kim, Donghan Lee, Seungjae Sci Rep Article To achieve endemic phases, repeated vaccinations are necessary. However, individuals may grapple with whether to get vaccinated due to potential side effects. When an individual is already immune due to previous infections or vaccinations, the perceived risk from vaccination is often less than the risk of infection. Yet, repeated rounds of vaccination can lead to avoidance, impeding the establishment of endemic phases. We explore this phenomenon using an individual-based Monte Carlo simulation, validating our findings with game theory. The Nash equilibrium encapsulates individuals' non-cooperative behavior, while the system's optimal value represents the societal benefits of altruistic cooperation. We define the difference between these as the price of anarchy. Our simulations reveal that the price of anarchy must fall below a threshold of 12.47 for endemic phases to be achieved in a steady state. This suggests that for a basic reproduction number of 10, a consistent vaccination rate greater than 89% is required. These findings offer new insights into vaccination-related decision-making and can inform effective strategies to tackle infectious diseases. Nature Publishing Group UK 2023-06-24 /pmc/articles/PMC10290696/ /pubmed/37355758 http://dx.doi.org/10.1038/s41598-023-37498-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Ku, Donggyun Kim, Gahyun Peck, Kyong Ran Park, In Kwon Chang, Rakwoo Kim, Donghan Lee, Seungjae Attitudinal analysis of vaccination effects to lead endemic phases |
title | Attitudinal analysis of vaccination effects to lead endemic phases |
title_full | Attitudinal analysis of vaccination effects to lead endemic phases |
title_fullStr | Attitudinal analysis of vaccination effects to lead endemic phases |
title_full_unstemmed | Attitudinal analysis of vaccination effects to lead endemic phases |
title_short | Attitudinal analysis of vaccination effects to lead endemic phases |
title_sort | attitudinal analysis of vaccination effects to lead endemic phases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290696/ https://www.ncbi.nlm.nih.gov/pubmed/37355758 http://dx.doi.org/10.1038/s41598-023-37498-y |
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