Effects of awareness diffusion and self-initiated awareness behavior on epidemic spreading - an approach based on multiplex networks

TL;DR

This study models how awareness diffusion and self-initiated behaviors in multiplex networks influence epidemic spreading, revealing that awareness can reduce infection density but does not necessarily raise the epidemic threshold, contrasting previous findings.

Contribution

It introduces a multiplex network model incorporating self-awareness and diffusion of awareness, highlighting their effects on epidemic dynamics and thresholds.

Findings

Self-awareness reduces infection density.

Awareness diffusion affects epidemic threshold.

Network structures influence epidemic outcomes.

Abstract

In this paper, we study the interplay between the epidemic spreading and the diffusion of awareness in multiplex networks. In the model, an infectious disease can spread in one network representing the paths of epidemic spreading (contact network), leading to the diffusion of awareness in the other network (information network), and then the diffusion of awareness will cause individuals to take social distances, which in turn affects the epidemic spreading. As for the diffusion of awareness, we assume that, on the one hand, individuals can be informed by other aware neighbors in information network, on the other hand, the susceptible individuals can be self-awareness induced by the infected neighbors in the contact networks (local information) or mass media (global information). Through Markov chain approach and numerical computations, we find that the density of infected individuals and the epidemic threshold can be affected by the structures of the two networks and the effective transmission rate of the awareness. However, we prove that though the introduction of the self-awareness can lower the density of infection, which cannot increase the epidemic threshold no matter of the local information or global information. Our finding is remarkably different to many previous results--local information based behavioral response can alter the epidemic threshold.