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Vaccine demand driven by vaccine side effects: dynamic implications for SIR diseases
Alberto d'Onofrio1, Piero Manfredi
1Department of Experimental Oncology, European Institute of Oncology, Via Ripamonti 435, 20141 Milano, Italy. alberto.donofrio@ieo-ifom-campus.it
Concerns about vaccine side effects, not disease severity, can decrease vaccine demand. Our study models how vaccine uptake dynamics, influenced by side effect perceptions, impact infection spread.
Area of Science:
- Epidemiology
- Mathematical Modeling
- Public Health
Background:
- Low perceived risk of serious infection can shift focus to vaccine side effects.
- Vaccine demand is influenced by perceived risks of adverse events.
Purpose of the Study:
- To investigate the impact of vaccine side effect perception on vaccine uptake and disease dynamics.
- To model the relationship between vaccine side effects, uptake, and infection spread.
Main Methods:
- Utilized a Susceptible-Infected-Recovered (SIR) model for homogeneously mixing populations.
- Modeled vaccine uptake as a decreasing function of vaccine side effect incidence/prevalence.
- Incorporated vaccine side effects as functions of age since vaccination.
Main Results:
- Vaccine uptake dynamics can stabilize or oscillate independently of epidemiological variables.
- Trends in vaccine side effects can lead to unexpected epidemiological scenarios.
- Perceived vaccine side effect risk can significantly drive vaccine demand, especially for less severe diseases.
Conclusions:
- Vaccine side effect dynamics play a crucial role in vaccine demand and disease control.
- Mathematical modeling reveals complex interactions between vaccine perception and infection dynamics.
- Public health strategies must consider the influence of vaccine side effect concerns on uptake.
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