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Vaccination dilemma on an evolving social network.
Yuting Wei1, Yaosen Lin2, Bin Wu1
1School of Sciences, Beijing University of Posts and Telecommunications, Beijing 100876, China.
Vaccination levels increase when social networks dynamically change, not just when they are static. Rewiring social links and selection intensity significantly impact epidemic control strategies.
Area of Science:
- Epidemiology
- Network Science
- Sociology
Background:
- Vaccination is essential for epidemic control but faces challenges due to social dilemmas like free-riding on herd immunity.
- Voluntary vaccination often fails to achieve optimal levels, necessitating an understanding of social influences on behavior.
- Previous studies often assumed static social networks, overlooking their dynamic nature.
Purpose of the Study:
- To investigate the impact of social network dynamics on vaccination behavior.
- To identify conditions under which social link rewiring can enhance vaccination coverage.
- To explore the relationship between network evolution and epidemic control.
Main Methods:
- Utilized mean-field approximations to model vaccination dynamics on evolving social networks.
- Incorporated social link rewiring and selection intensity as key parameters.
- Verified theoretical findings through computational simulations.
Main Results:
- The dynamics of social networks significantly influence vaccination levels.
- Specific conditions for social link rewiring were identified to boost vaccination rates.
- Selection intensity emerged as a critical factor affecting vaccination coverage.
- Vaccination on evolving networks can be mathematically equated to vaccination in well-mixed populations with a modified reproductive ratio.
Conclusions:
- The dynamic nature of social networks is crucial for understanding and improving vaccination behavior.
- Findings offer insights into optimizing epidemic control strategies by considering network evolution.
- Network rewiring strategies can be employed to enhance population vaccination levels.
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