A vaccination game based on public health actions and personal decisions

被引:32
作者
Schimit, P. H. T. [2 ]
Monteiro, L. H. A. [1 ,2 ]
机构
[1] Univ Presbiteriana Mackenzie, Escola Engn, BR-01302907 Sao Paulo, Brazil
[2] Univ Sao Paulo, Escola Politecn, Dept Engn Telecomunicacoes & Controle, BR-05508900 Sao Paulo, SP, Brazil
关键词
Complex network; Game theory; Probabilistic cellular automaton; SIR model; Vaccination; CONTACT NETWORK; MODEL; STRATEGIES; INFLUENZA; DYNAMICS;
D O I
10.1016/j.ecolmodel.2011.02.019
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Susceptible-infective-removed (SIR) models are commonly used for representing the spread of contagious diseases. A SIR model can be described in terms of a probabilistic cellular automaton (PCA), where each individual (corresponding to a cell of the PCA lattice) is connected to others by a random network favoring local contacts. Here, this framework is employed for investigating the consequences of applying vaccine against the propagation of a contagious infection, by considering vaccination as a game, in the sense of game theory. In this game, the players are the government and the susceptible newborns. In order to maximize their own payoffs, the government attempts to reduce the costs for combating the epidemic, and the newborns may be vaccinated only when infective individuals are found in their neighborhoods and/or the government promotes an immunization program. As a consequence of these strategies supported by cost-benefit analysis and perceived risk, numerical simulations show that the disease is not fully eliminated and the government implements quasi-periodic vaccination campaigns. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1651 / 1655
页数:5
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