Vaccination behavior by coupling the epidemic spreading with the human decision under the game theory

作者:

Highlights:

• In this paper, we establish a two-layered multiplex network model which combines SIR epidemic process and vaccination decision-making.

• We discover that imitating behavior would restrain the increase of herd immunity,

• The model is verified by Monte Carlo simulations and mean-field equa- tions, respectively.

• A suitable quantity of conformity motivated individual could be beneficial to save the social costs.

摘要

•In this paper, we establish a two-layered multiplex network model which combines SIR epidemic process and vaccination decision-making.•We discover that imitating behavior would restrain the increase of herd immunity,•The model is verified by Monte Carlo simulations and mean-field equa- tions, respectively.•A suitable quantity of conformity motivated individual could be beneficial to save the social costs.

论文关键词:Voluntary vaccination,Conformity motivated behavior,Profit driven decision,Mean-field method,Monte Carlo simulation

论文评审过程:Received 10 February 2020, Revised 7 March 2020, Accepted 15 March 2020, Available online 15 April 2020, Version of Record 15 April 2020.

论文官网地址:https://doi.org/10.1016/j.amc.2020.125232