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Optimal Management of Public Perceptions During A Flu Outbreak: A Game-Theoretic Perspective
Aniruddha Deka1, Buddhi Pantha2, Samit Bhattacharyya3
1Disease Modelling Lab, Department of Mathematics, School of Natural Sciences, NH-91, Gautam Buddha Nagar, UP, India.
Understanding public sentiment is key to increasing flu vaccine uptake. Strategic public health efforts, especially early and late in an outbreak, can minimize costs and boost vaccination coverage.
Area of Science:
- Epidemiology
- Public Health Policy
- Behavioral Economics
Background:
- Vaccine uptake remains below herd immunity levels globally, hindering influenza control.
- Public perception and knowledge significantly impact vaccination decisions and campaign effectiveness.
- Current strategies face challenges in achieving optimal flu vaccination coverage, especially in vulnerable populations.
Purpose of the Study:
- To model individual vaccination decisions within a public health campaign context.
- To determine optimal strategies for public health interventions to maximize vaccine uptake and minimize costs.
- To analyze the influence of public perception and risk assessment on vaccination dynamics.
Main Methods:
- A two-strategy pairwise contest game model was developed to represent individual decision-making.
- Pontryagin's maximum principle was applied to identify optimal public health strategies.
- Numerical simulations were used to explore cost minimization and vaccination dynamics under varying public perceptions.
Main Results:
- The cost-effectiveness of public health initiatives varies significantly based on public attitudes towards vaccines.
- Evolving individual risk perception, influenced by vaccine uptake or disease severity, can create a positive feedback loop, increasing vaccination rates.
- Optimal cost reduction is achieved by concentrating public health efforts at the beginning and end of an outbreak, rather than during its peak.
Conclusions:
- Public health strategies must account for diverse public perceptions and attitudes to be effective.
- Disseminating information on disease severity and vaccination risks can accelerate vaccine uptake and mitigate influenza spread.
- Targeted, timely public health interventions are crucial for efficient and effective influenza control.
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