Spontaneous behavioural changes in response to epidemics

被引:129
作者
Poletti, Piero [1 ,2 ]
Caprile, Bruno [1 ]
Ajelli, Marco [1 ,3 ]
Pugliese, Andrea [2 ]
Merler, Stefano [1 ]
机构
[1] Fdn Bruno Kessler, Trento, Italy
[2] Univ Trent, Dept Math, I-38100 Trento, Italy
[3] Univ Trent, Dept Comp Sci & Informat Engn, I-38100 Trento, Italy
关键词
Mathematical modelling; Evolutionary game theory; Infectious diseases; INFLUENZA; DYNAMICS; GENEVA;
D O I
10.1016/j.jtbi.2009.04.029
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We study how spontaneous reduction in the number of contacts could develop, as a defensive response, during an epidemic and affect the course of infection events. A model is proposed which couples an SIR model with selection of behaviours driven by imitation dynamics. Therefore, infection transmission and population behaviour become dynamical variables that influence each other. In particular, time scales of behavioural changes and epidemic transmission can be different. We provide a full qualitative characterization of the solutions when the dynamics of behavioural changes is either much faster or much slower than that of epidemic transmission. The model accounts for multiple outbreaks occurring within the same epidemic episode. Moreover, the model can explain "asymmetric waves", i.e., infection waves whose rising and decaying phases differ in slope. Finally, we prove that introduction of behavioural dynamics results in the reduction of the final attack rate. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:31 / 40
页数:10
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