Skip to main navigation Skip to search Skip to main content

Stochastic resonance effect observed in a vaccination game with effectiveness framework obeying the SIR process on a scale-free network

  • Kouki Okita
  • , Yuichi Tatsukawa
  • , Shinobu Utsumi
  • , Md Rajib Arefin
  • , Md Anowar Hossain
  • , Jun Tanimoto

Research output: Contribution to journalArticlepeer-review

Abstract

This study investigates a standard vaccination game presuming the repeated-season framework, in which we mutually merge the dynamics of disease spread, which obeys the SIR process, and human decision-making as regards whether or not to get vaccinated at the beginning of each season with reference to the evolutionary game theory. We herein presume the Barabási–Albert scale-free (BA-SF) graph as an underlying network. Accordingly, we explore whether or not an additive noise to the transmission rate brings an advantageous stochastic resonance effect for confining a disease's spread. The results show that with a higher vaccination cost and/or a lower vaccine efficacy, the stochastic noise has no gap in vaccination coverage (VC) with the default without noise case, but brings a smaller final epidemic size (FES). In contrast, at a lower vaccination cost and a higher vaccine efficacy, the additive stochastic noise brings a smaller VC that consequently results in a larger FES than the default without noise case. This phenomenon is completely different from our previously reported bolstered enhancement effect of network reciprocity, in which each element of a payoff matrix is exposed to stochastic noise.

Original languageEnglish
Article number113029
JournalChaos, solitons and fractals
Volume167
DOIs
Publication statusPublished - Feb 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

All Science Journal Classification (ASJC) codes

  • Statistical and Nonlinear Physics
  • General Mathematics
  • Mathematical Physics
  • General Physics and Astronomy
  • Applied Mathematics

Fingerprint

Dive into the research topics of 'Stochastic resonance effect observed in a vaccination game with effectiveness framework obeying the SIR process on a scale-free network'. Together they form a unique fingerprint.

Cite this