Statistics

Proportion Sample Size Calculator

Estimate a sample size for a specified absolute proportion margin.

Data stays on this deviceConvention explained below
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Check the dataset and sample convention before interpreting results.

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Use the Calculate button to see your result.

Review the method below for assumptions and conventions.

How to use this tool

  1. Enter planning proportion, margin in percentage points, critical z value.
  2. Select Calculate to view the result.
  3. Check the method and assumptions below before using the result.

Input reference and sample values

Use the units and choices shown for each field. Sample values are provided for practice, not as recommendations.

InputFormat and unitsSample
Planning proportionNumeric value. Minimum: 0.000001. Maximum: 0.999999.0.5
Margin in percentage pointsNumeric value. Must be greater than zero.5
Critical z valueNumeric value. Must be greater than zero.1.95996398

Result for these sample inputs

385 observations

Select Try the example in the form to load these values and calculate them again. This replaces the current form inputs. Compare the result with the method and worked explanation below.

The method, explained

n = ceil[z²p(1 − p)/(margin/100)²].

A WORKED EXAMPLE

Using planning proportion = 0.5, margin in percentage points = 5, critical z value = 1.95996398454, the result is 385 observations. Change these example inputs to match your task; use the method above to check each step.

What to keep in mind

Simple random sampling approximation without finite-population adjustment or nonresponse inflation. A descriptive or probability calculation under the stated assumptions. Check the sample design and model before interpreting results.

Methodology maintained by ClarityKit. How these tools are built and checked.