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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...

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Autores principales: Ku, Donggyun, Kim, Gahyun, Peck, Kyong Ran, Park, In Kwon, Chang, Rakwoo, Kim, Donghan, Lee, Seungjae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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