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Published on: February 28, 2021
Erratic flu vaccination emerges from short-sighted behavior in contact networks
Daniel M Cornforth1, Timothy C Reluga, Eunha Shim
1Section of Integrative Biology, The University of Texas at Austin, Austin, Texas, United States of America.
Individual vaccination decisions, influenced by perceived risks and social networks, shape flu epidemics. Game theory models reveal that vaccination behavior depends on contact frequency and network structure, impacting disease spread.
Area of Science:
- Epidemiology
- Mathematical Biology
- Network Science
Background:
- Vaccination program success hinges on individual compliance.
- Perceptions of infection and vaccination risks influence decisions and epidemic trajectories.
- Understanding human behavior's role in disease dynamics is crucial.
Purpose of the Study:
- To investigate the interplay between contact patterns, influenza-related behavior, and disease dynamics.
- To incorporate game theory into network models to simulate vaccination decisions.
- To analyze how network structure and memory affect disease prevalence.
Main Methods:
- Developed network models incorporating game theory to simulate individual vaccination decisions.
- Analyzed the impact of contact patterns and past epidemic experiences on behavior.
- Examined how network structure and recall of prior seasons influence disease dynamics.
Main Results:
- Individuals with more contacts tend to vaccinate, but this threshold depends on network structure.
- Increased recall of past seasons reduces behavioral and disease variability.
- Higher flu transmission rates can paradoxically lead to lower vaccine-mediated prevalence in some networks.
Conclusions:
- Complex disease dynamics emerge from interactions between infectious diseases, human behavior, and contact networks.
- Network structure and individual decision-making significantly modulate epidemic outcomes.
- Behavioral factors, like memory of past epidemics, can stabilize disease dynamics.
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