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Influence of Human Behavior on COVID-19 Dynamics Based on a Reaction-Diffusion Model
Shun Zhi1,2, Hong-Tao Niu2, You-Hui Su2
1School of Science, Shenyang University of Technology, Shenyang, 110870 Liaoning China.
Human behavior significantly impacts COVID-19 spread. Modifying contact rates can lower infection levels and reduce the number of exposed and infected individuals, according to a new reaction-diffusion model.
Area of Science:
- Epidemiology
- Mathematical Biology
- Public Health
Background:
- The COVID-19 pandemic highlighted the critical role of human behavior in disease transmission dynamics.
- Understanding how behavioral changes influence epidemic spread is crucial for effective control strategies.
Purpose of the Study:
- To develop and analyze a mathematical model that quantifies the influence of human behavior on COVID-19 transmission.
- To establish the relationship between behavioral parameters and the epidemiological dynamics of the disease.
Main Methods:
- A reaction-diffusion model was formulated, incorporating contact rate functions dependent on human behavior.
- The basic reproduction number () was derived to analyze disease dynamics.
- Global stability analysis was performed for the disease-free and endemic equilibria.
Main Results:
- A threshold condition based on the basic reproduction number () was established, determining disease persistence.
- If , the disease-free equilibrium is globally asymptotically stable.
- If , a positive stationary solution exists, indicating uniform disease persistence.
Conclusions:
- Human behavior, when modeled through contact rates, directly influences COVID-19's spread and persistence.
- Numerical simulations support the analytic findings, demonstrating that behavioral modifications can effectively reduce infection levels.
- The study underscores the importance of public health interventions that modify human behavior to control infectious diseases like COVID-19.
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