Cargando…

Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response

We investigate game-theory based decisions on vaccination uptake and its effects on the spread of an epidemic with nonlinear incidence rate. It is assumed that each individual's decision approximates his/her best response (called smoothed best response) in that this person chooses to take the v...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Fei, Cressman, Ross
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3947699/
https://www.ncbi.nlm.nih.gov/pubmed/24693329
http://dx.doi.org/10.1155/2014/825734
_version_ 1782306707739770880
author Xu, Fei
Cressman, Ross
author_facet Xu, Fei
Cressman, Ross
author_sort Xu, Fei
collection PubMed
description We investigate game-theory based decisions on vaccination uptake and its effects on the spread of an epidemic with nonlinear incidence rate. It is assumed that each individual's decision approximates his/her best response (called smoothed best response) in that this person chooses to take the vaccine based on its cost-benefit analysis. The basic reproduction number of the resultant epidemic model is calculated and used to characterize the existence and stability of the disease-free and endemic equilibria of the model. The effects on the spread and control of the epidemic are revealed in terms of the sensitivity of the response to changes in costs and benefits, in the “cost” of the vaccination, and in the proportion of susceptible individuals who are faced with the decision of whether or not to be vaccinated per unit time. The effects of the best response decision rule are also analyzed and compared to those of the smoothed best response. Our study shows that, when there is a perceived cost to take the vaccine, the smoothed best response is more effective in controlling the epidemic. However, when this cost is 0, the best response is the more efficient control.
format Online
Article
Text
id pubmed-3947699
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Hindawi Publishing Corporation
record_format MEDLINE/PubMed
spelling pubmed-39476992014-04-01 Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response Xu, Fei Cressman, Ross Comput Math Methods Med Research Article We investigate game-theory based decisions on vaccination uptake and its effects on the spread of an epidemic with nonlinear incidence rate. It is assumed that each individual's decision approximates his/her best response (called smoothed best response) in that this person chooses to take the vaccine based on its cost-benefit analysis. The basic reproduction number of the resultant epidemic model is calculated and used to characterize the existence and stability of the disease-free and endemic equilibria of the model. The effects on the spread and control of the epidemic are revealed in terms of the sensitivity of the response to changes in costs and benefits, in the “cost” of the vaccination, and in the proportion of susceptible individuals who are faced with the decision of whether or not to be vaccinated per unit time. The effects of the best response decision rule are also analyzed and compared to those of the smoothed best response. Our study shows that, when there is a perceived cost to take the vaccine, the smoothed best response is more effective in controlling the epidemic. However, when this cost is 0, the best response is the more efficient control. Hindawi Publishing Corporation 2014 2014-02-16 /pmc/articles/PMC3947699/ /pubmed/24693329 http://dx.doi.org/10.1155/2014/825734 Text en Copyright © 2014 F. Xu and R. Cressman. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xu, Fei
Cressman, Ross
Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title_full Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title_fullStr Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title_full_unstemmed Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title_short Disease Control through Voluntary Vaccination Decisions Based on the Smoothed Best Response
title_sort disease control through voluntary vaccination decisions based on the smoothed best response
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3947699/
https://www.ncbi.nlm.nih.gov/pubmed/24693329
http://dx.doi.org/10.1155/2014/825734
work_keys_str_mv AT xufei diseasecontrolthroughvoluntaryvaccinationdecisionsbasedonthesmoothedbestresponse
AT cressmanross diseasecontrolthroughvoluntaryvaccinationdecisionsbasedonthesmoothedbestresponse