1. Waves of infection emerging from coupled social and epidemiological dynamics.
- Author
-
Iwasa, Yoh and Hayashi, Rena
- Subjects
- *
EMERGING infectious diseases , *SOCIAL dynamics , *RISK aversion , *PHYSICALLY active people , *HOPF bifurcations , *ELASTIC waves - Abstract
• The infected of COVID-19 showed multiple distinct peaks in 2020 and 2021 in Japan. • People switch between active and restrained states differing in the infection rate. • Transition rate to active state increases with the number currently active people. • Backward transition rate increases with the abundance of infected people. • The model showed a transient or sustained oscillation and various bifurcations. The coronavirus (SARS-CoV-2) exhibited waves of infection in 2020 and 2021 in Japan. The number of infected had multiple distinct peaks at intervals of several months. One possible process causing these waves of infection is people switching their activities in response to the prevalence of infection. In this paper, we present a simple model for the coupling of social and epidemiological dynamics. The assumptions are as follows. Each person switches between active and restrained states. Active people move more often to crowded areas, interact with each other, and suffer a higher rate of infection than people in the restrained state. The rate of transition from restrained to active states is enhanced by the fraction of currently active people (conformity), whereas the rate of backward transition is enhanced by the abundance of infected people (risk avoidance). The model may show transient or sustained oscillations, initial-condition dependence, and various bifurcations. The infection is maintained at a low level if the recovery rate is between the maximum and minimum levels of the force of infection. In addition, waves of infection may emerge instead of converging to the stationary abundance of infected people if both conformity and risk avoidance of people are strong. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF