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Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks
How to effectively prevent the diffusion of infectious disease has become an intriguing topic in the field of public hygienics. To be noted that, for the non-periodic infectious diseases, many people hope to obtain the vaccine of epidemics in time to be inoculated, rather than at the end of the epid...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111283/ https://www.ncbi.nlm.nih.gov/pubmed/32288356 http://dx.doi.org/10.1016/j.chaos.2019.109425 |
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author | Huang, Jiechen Wang, Juan Xia, Chengyi |
author_facet | Huang, Jiechen Wang, Juan Xia, Chengyi |
author_sort | Huang, Jiechen |
collection | PubMed |
description | How to effectively prevent the diffusion of infectious disease has become an intriguing topic in the field of public hygienics. To be noted that, for the non-periodic infectious diseases, many people hope to obtain the vaccine of epidemics in time to be inoculated, rather than at the end of the epidemic. However, the vaccine may fail as a result of invalid storage, transportation and usage, and then vaccinated individuals may become re-susceptible and be infected again during the outbreak. To this end, we build a new framework that considers the imperfect vaccination during the one cycle of infectious disease within the spatially structured and heterogeneous population. Meanwhile, we propose a new vaccination update rule: myopic update rule, which is only based on one focal player’s own perception regarding the disease outbreak, and one susceptible individual makes a decision to adopt the vaccine just by comparing the perceived payoffs vaccination with the perceived ones of being infected. Extensive Monte-Carlo simulations are performed to demonstrate the imperfect vaccination behavior under the myopic update rule in the spatially structured and heterogeneous population. The results indicate that healthy individuals are often willing to inoculate the vaccine under the myopic update rule, which can stop the infectious disease from being spread, in particular, it is found that the vaccine efficacy influences the fraction of vaccinated individuals much more than the relative cost of vaccination on the regular lattice, Meanwhile, vaccine efficacy is more sensitive on the heterogeneous scale-free network. Current results are helpful to further analyze and model the choice of vaccination strategy during the disease outbreaks. |
format | Online Article Text |
id | pubmed-7111283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71112832020-04-02 Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks Huang, Jiechen Wang, Juan Xia, Chengyi Chaos Solitons Fractals Article How to effectively prevent the diffusion of infectious disease has become an intriguing topic in the field of public hygienics. To be noted that, for the non-periodic infectious diseases, many people hope to obtain the vaccine of epidemics in time to be inoculated, rather than at the end of the epidemic. However, the vaccine may fail as a result of invalid storage, transportation and usage, and then vaccinated individuals may become re-susceptible and be infected again during the outbreak. To this end, we build a new framework that considers the imperfect vaccination during the one cycle of infectious disease within the spatially structured and heterogeneous population. Meanwhile, we propose a new vaccination update rule: myopic update rule, which is only based on one focal player’s own perception regarding the disease outbreak, and one susceptible individual makes a decision to adopt the vaccine just by comparing the perceived payoffs vaccination with the perceived ones of being infected. Extensive Monte-Carlo simulations are performed to demonstrate the imperfect vaccination behavior under the myopic update rule in the spatially structured and heterogeneous population. The results indicate that healthy individuals are often willing to inoculate the vaccine under the myopic update rule, which can stop the infectious disease from being spread, in particular, it is found that the vaccine efficacy influences the fraction of vaccinated individuals much more than the relative cost of vaccination on the regular lattice, Meanwhile, vaccine efficacy is more sensitive on the heterogeneous scale-free network. Current results are helpful to further analyze and model the choice of vaccination strategy during the disease outbreaks. Elsevier Ltd. 2020-01 2019-09-06 /pmc/articles/PMC7111283/ /pubmed/32288356 http://dx.doi.org/10.1016/j.chaos.2019.109425 Text en © 2019 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Huang, Jiechen Wang, Juan Xia, Chengyi Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title | Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title_full | Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title_fullStr | Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title_full_unstemmed | Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title_short | Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
title_sort | role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111283/ https://www.ncbi.nlm.nih.gov/pubmed/32288356 http://dx.doi.org/10.1016/j.chaos.2019.109425 |
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