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Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics
How effective are governmental incentives to achieve widespread vaccination coverage so as to prevent epidemic outbreak? The answer largely depends on the complex interplay among the type of incentive, individual behavioral responses, and the intrinsic epidemic dynamics. By incorporating evolutionar...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4092348/ https://www.ncbi.nlm.nih.gov/pubmed/25011424 http://dx.doi.org/10.1038/srep05666 |
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author | Zhang, Hai-Feng Wu, Zhi-Xi Tang, Ming Lai, Ying-Cheng |
author_facet | Zhang, Hai-Feng Wu, Zhi-Xi Tang, Ming Lai, Ying-Cheng |
author_sort | Zhang, Hai-Feng |
collection | PubMed |
description | How effective are governmental incentives to achieve widespread vaccination coverage so as to prevent epidemic outbreak? The answer largely depends on the complex interplay among the type of incentive, individual behavioral responses, and the intrinsic epidemic dynamics. By incorporating evolutionary games into epidemic dynamics, we investigate the effects of two types of incentives strategies: partial-subsidy policy in which certain fraction of the cost of vaccination is offset, and free-subsidy policy in which donees are randomly selected and vaccinated at no cost. Through mean-field analysis and computations, we find that, under the partial-subsidy policy, the vaccination coverage depends monotonically on the sensitivity of individuals to payoff difference, but the dependence is non-monotonous for the free-subsidy policy. Due to the role models of the donees for relatively irrational individuals and the unchanged strategies of the donees for rational individuals, the free-subsidy policy can in general lead to higher vaccination coverage. Our findings indicate that any disease-control policy should be exercised with extreme care: its success depends on the complex interplay among the intrinsic mathematical rules of epidemic spreading, governmental policies, and behavioral responses of individuals. |
format | Online Article Text |
id | pubmed-4092348 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-40923482014-07-11 Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics Zhang, Hai-Feng Wu, Zhi-Xi Tang, Ming Lai, Ying-Cheng Sci Rep Article How effective are governmental incentives to achieve widespread vaccination coverage so as to prevent epidemic outbreak? The answer largely depends on the complex interplay among the type of incentive, individual behavioral responses, and the intrinsic epidemic dynamics. By incorporating evolutionary games into epidemic dynamics, we investigate the effects of two types of incentives strategies: partial-subsidy policy in which certain fraction of the cost of vaccination is offset, and free-subsidy policy in which donees are randomly selected and vaccinated at no cost. Through mean-field analysis and computations, we find that, under the partial-subsidy policy, the vaccination coverage depends monotonically on the sensitivity of individuals to payoff difference, but the dependence is non-monotonous for the free-subsidy policy. Due to the role models of the donees for relatively irrational individuals and the unchanged strategies of the donees for rational individuals, the free-subsidy policy can in general lead to higher vaccination coverage. Our findings indicate that any disease-control policy should be exercised with extreme care: its success depends on the complex interplay among the intrinsic mathematical rules of epidemic spreading, governmental policies, and behavioral responses of individuals. Nature Publishing Group 2014-07-11 /pmc/articles/PMC4092348/ /pubmed/25011424 http://dx.doi.org/10.1038/srep05666 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | Article Zhang, Hai-Feng Wu, Zhi-Xi Tang, Ming Lai, Ying-Cheng Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title | Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title_full | Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title_fullStr | Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title_full_unstemmed | Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title_short | Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
title_sort | effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4092348/ https://www.ncbi.nlm.nih.gov/pubmed/25011424 http://dx.doi.org/10.1038/srep05666 |
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