Coevolution of Epidemics, Social Networks, and Individual Behavior: A Case Study

被引:0
|
作者
Chen, Jiangzhuo [1 ]
Marathe, Achla [1 ]
Marathe, Madhav [1 ]
机构
[1] Virginia Tech, Virginia Bioinformat Inst, Network Dynam & Simulat Sci Lab, Blacksburg, VA 24061 USA
来源
关键词
social network; epidemic; antiviral; behavioral economics; microeconomic analysis; INFLUENZA; STRATEGIES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research shows how a limited supply of antivirals can be distributed optimally between the hospitals and the market so that the attack rate is minimized and enough revenue is generated to recover the cost of the antivirals. Results using an individual based model find that prevalence elastic demand behavior delays the epidemic and change in the social contact network induced by isolation reduces the peak of the epidemic significantly. A microeconomic analysis methodology combining behavioral economics and agent-based simulation is a major contribution of this work. In this paper we apply this methodology to analyze the fairness of the stockpile distribution, and the response of human behavior to disease prevalence level and its interaction with the market.
引用
收藏
页码:218 / 227
页数:10
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