What is Vaccine Efficacy?
Vaccine efficacy refers to the percentage reduction of disease in a vaccinated group compared to an unvaccinated group under optimal conditions, such as in a randomized controlled trial (RCT). It provides insight into how well a vaccine works in preventing a specific
infectious disease.
How is Vaccine Efficacy Measured?
Vaccine efficacy is typically measured in
clinical trials. Participants are randomly assigned to receive either the vaccine or a placebo. The incidence of the disease is then monitored over time. The efficacy is calculated using the following formula:
Efficacy (%) = [(Incidence in unvaccinated group - Incidence in vaccinated group) / Incidence in unvaccinated group] × 100
Phase I: Small groups receive the vaccine to test safety and dosage.
Phase II: The vaccine is given to a larger group to further assess safety and immunogenicity.
Phase III: Thousands of participants are involved to test efficacy and gather more safety data.
Phase IV: Post-marketing surveillance to monitor long-term effects.
Sample Size: Ensuring a sufficiently large sample to detect differences.
Blinding: Keeping participants and researchers unaware of group assignments to reduce bias.
Variability: Differences in
pathogen strains and
population demographics.
Ethical Considerations: Balancing the need for rigorous data with participant safety.
Randomization: Allocating participants randomly to groups to balance confounders.
Stratification: Analyzing results within subgroups defined by confounders.
Multivariable Analysis: Statistical techniques to adjust for multiple confounders simultaneously.