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Sample Size for a Proportion

Plan binary-trial sample size using expected proportion and margin.

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Your numbers

Local calculations. Results are estimates, not professional advice.

Required sample size

—

Normal approximation; 50% is conservative when the proportion is unknown. Cluster sampling needs a separate design adjustment.

Formula

n₀=z²p(1−p)/E²; optionally apply finite-population correction.

Plan binary-trial sample size using expected proportion and margin.

Worked example

Expected proportion (%)
50
Desired margin (percentage points)
5
Confidence level (%)
95
Finite population, zero for unlimited
0
Required sample size
385

Scope and limitations

Normal approximation; 50% is conservative when the proportion is unknown. Cluster sampling needs a separate design adjustment.

Inputs are checked for missing values and allowed ranges. A result outside the finite numeric range is not displayed. Rounding affects display, while the calculation uses the model’s numeric precision.

Check your units and assumptions before relying on a result. Changing a label does not convert a currency or physical unit.

Formula version: ef2c3376ca92 · Example checked:

Methodology

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