Heterogeneous risk attitudes and waves of infection

PLoS One. 2024 Apr 9;19(4):e0299813. doi: 10.1371/journal.pone.0299813. eCollection 2024.

Abstract

Many countries have experienced multiple waves of infection during the COVID-19 pandemic. We propose a novel but parsimonious extension of the SIR model, a CSIR model, that can endogenously generate waves. In the model, cautious individuals take appropriate prevention measures against the virus and are not exposed to infection risk. Incautious individuals do not take any measures and are susceptible to the risk of infection. Depending on the size of incautious and susceptible population, some cautious people lower their guard and become incautious-thus susceptible to the virus. When the virus spreads sufficiently, the population reaches "temporary" herd immunity and infection subsides thereafter. Yet, the inflow from the cautious to the susceptible eventually expands the susceptible population and leads to the next wave. We also show that the CSIR model is isomorphic to the SIR model with time-varying parameters.

MeSH terms

  • COVID-19* / epidemiology
  • Disease Susceptibility / epidemiology
  • Humans
  • Immunity, Herd
  • Pandemics*

Grants and funding

Daisuke Fujii is supported by JSPS Grant-in-Aid for Scientific Research (KAKENHI), Project Number 20K13475. Taisuke Nakata is supported by JSPS Grant-in-Aid for Scientific Research (KAKENHI), Project Number 22H04927. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.