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Published on: February 28, 2021
Vaccination intervention on epidemic dynamics in networks.
Xiao-Long Peng1, Xin-Jian Xu, Xinchu Fu
1Department of Mathematics, Shanghai University, Shanghai 200444, China.
Vaccination effectively reduces disease spread in both small-world and scale-free networks. The impact of vaccination on epidemic threshold and prevalence varies by network structure, offering insights for public health interventions.
Area of Science:
- Epidemiology
- Network Science
- Mathematical Biology
Background:
- Infectious disease transmission is significantly influenced by population structure.
- Vaccination is a key public health strategy for disease control.
- Understanding network topology's role in epidemic dynamics is crucial.
Purpose of the Study:
- To analyze an epidemic model on different network structures (Watts-Strogatz small-world, Barabási-Albert scale-free, random scale-free).
- To investigate the impact of imperfect vaccination on epidemic threshold and prevalence.
- To compare vaccination effectiveness across distinct network types.
Main Methods:
- Development and analysis of a compartmental epidemic model (Susceptible-Infected-Vaccinated).
- Simulation and analysis of the model on Watts-Strogatz, Barabási-Albert, and random scale-free networks.
- Mathematical analysis of epidemic threshold and prevalence as functions of vaccination rate and network properties.
Main Results:
- Epidemic threshold on scale-free networks depends on vaccination rate and connectivity distribution.
- Vaccination linearly decreases epidemic prevalence in small-world networks.
- Vaccination exponentially decreases epidemic prevalence in scale-free networks.
Conclusions:
- Effective vaccination strategies are crucial for managing epidemics in structured populations.
- Network topology significantly modulates the effectiveness of vaccination interventions.
- The findings provide a basis for tailored disease control strategies in diverse population structures.
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