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A game dynamic model for vaccine skeptics and vaccine believers: measles as an example
Eunha Shim1, John J Grefenstette, Steven M Albert
1Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA. eshim@pitt.edu
Abstract:
Widespread avoidance of Measles-Mumps-Rubella vaccination (MMR), with a consequent increase in the incidence of major measles outbreaks, demonstrates that the effectiveness of vaccination programs can be thwarted by the public misperceptions of vaccine risk. By coupling game theory and epidemic models, we examine vaccination choice among populations stratified into two behavioral groups: vaccine skeptics and vaccine believers. The two behavioral groups are assumed to be heterogeneous with respect to their perceptions of vaccine and infection risks. We demonstrate that the pursuit of self-interest among vaccine skeptics often leads to vaccination levels that are suboptimal for a population, even if complete coverage is achieved among vaccine believers. The demand for measles vaccine across populations driven by individual self-interest was found to be more sensitive to the proportion of vaccine skeptics than to the extent to which vaccine skeptics misperceive the risk of vaccine. Furthermore, as the number of vaccine skeptics increases, the probability of infection among vaccine skeptics increases initially, but it decreases once the vaccine skeptics begin receiving the vaccination, if both behavioral groups are vaccinated according to individual self-interest. Our results show that the discrepancy between the coverages of measles vaccine that are driven by self-interest and those driven by population interest becomes larger when the cost of vaccination increases. This research illustrates the importance of public education on vaccine safety and infection risk in order to maintain vaccination levels that are sufficient to maintain herd immunity.
Insights
Public misperceptions of vaccine risks can hinder vaccination programs. Self-interest among vaccine skeptics leads to suboptimal Measles-Mumps-Rubella (MMR) vaccination rates, impacting herd immunity and increasing outbreak risks.
Area of Science:
- Epidemiology
- Behavioral Economics
- Public Health
Background:
- Measles-Mumps-Rubella (MMR) vaccination rates have declined due to public misperceptions of vaccine risks.
- This decline has led to an increase in measles outbreaks, highlighting challenges in maintaining herd immunity.
- Understanding vaccination choices is crucial for effective public health strategies.
Purpose of the Study:
- To analyze vaccination decisions using game theory and epidemic models.
- To investigate how behavioral differences between vaccine skeptics and believers affect vaccination coverage.
- To identify factors influencing suboptimal vaccination levels and disease spread.
Main Methods:
- Coupling game theory with epidemic models to simulate vaccination choices.
- Stratifying populations into two behavioral groups: vaccine skeptics and believers.
- Analyzing the impact of heterogeneous risk perceptions on vaccination behavior.
Main Results:
- Self-interest among vaccine skeptics often results in population-level vaccination coverage that is suboptimal.
- Measles vaccine demand is more sensitive to the proportion of skeptics than their risk misperceptions.
- Increased vaccination costs widen the gap between self-interested and population-optimal coverage.
Conclusions:
- Public education on vaccine safety and infection risks is vital for maintaining adequate vaccination levels.
- Addressing vaccine hesitancy and promoting informed decision-making are key to preserving herd immunity.
- Game theory and epidemic modeling offer valuable insights into vaccination dynamics.
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