Advanced Vaccine Efficacy Calculator

Compare vaccinated and unvaccinated outcomes with precise risk metrics. See efficacy, reduction, and uncertainty instantly. Make trial results easier to explain, validate, and share.

Calculator Inputs

Enter event counts and totals for vaccinated and unvaccinated groups. Results appear above this form after submission.

Plotly Graph

Example Data Table

Study Vaccinated Cases Vaccinated Total Unvaccinated Cases Unvaccinated Total Estimated VE
Example Trial A 5 1000 25 1000 80.00%
Example Trial B 18 2500 54 2500 66.67%
Example Trial C 9 800 30 800 70.00%

Formula Used

Attack Rate in Vaccinated Group
ARv = Vaccinated Cases / Vaccinated Total
Attack Rate in Unvaccinated Group
ARu = Unvaccinated Cases / Unvaccinated Total
Relative Risk
RR = ARv / ARu
Vaccine Efficacy
VE = (1 − RR) × 100
Absolute Risk Reduction
ARR = ARu − ARv
Number Needed to Vaccinate
NNV = 1 / ARR
Confidence Interval for Relative Risk
log(RR) ± z × SE(log(RR)), then exponentiate both limits.
SE(log(RR)) = √[(1/a) − (1/n1) + (1/c) − (1/n0)]

How to Use This Calculator

  1. Enter a study label for easier export tracking.
  2. Type the number of cases observed in the vaccinated group.
  3. Enter the total vaccinated participants included in analysis.
  4. Type the number of cases observed in the unvaccinated group.
  5. Enter the total unvaccinated participants.
  6. Choose a confidence level and preferred decimal precision.
  7. Keep continuity correction enabled when zero cells may affect interval estimates.
  8. Click Calculate to view the results, table, and graph.
  9. Use the CSV or PDF buttons to export the output.

Frequently Asked Questions

1. What does vaccine efficacy measure?

Vaccine efficacy measures the relative reduction in disease risk among vaccinated participants compared with unvaccinated participants under the study conditions.

2. Is vaccine efficacy the same as effectiveness?

No. Efficacy usually comes from controlled trials, while effectiveness often reflects real-world performance after rollout in broader populations.

3. Why can efficacy be negative?

A negative value means the vaccinated group showed a higher observed attack rate than the unvaccinated group in that dataset.

4. Why does the calculator show relative risk too?

Relative risk is the core ratio behind efficacy. It helps users interpret the size of the underlying risk comparison directly.

5. What is absolute risk reduction?

Absolute risk reduction shows the direct difference between unvaccinated and vaccinated attack rates. It is useful for practical impact assessment.

6. What is number needed to vaccinate?

It estimates how many people need vaccination to prevent one additional case, based on the observed absolute risk reduction.

7. Why use a continuity correction?

Zero cells can break logarithmic interval formulas. A small correction stabilizes the estimate when counts are sparse.

8. Can this calculator replace full epidemiological analysis?

No. It is useful for rapid estimation, but full interpretation may also require stratification, adjustment, design review, and context.

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Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.