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Calcimator

Sampling Frame Calculator

Calculate the design effect and effective sample size for cluster sampling designs. Understand how intraclass correlation and cluster size reduce your statistical power.

Inputs

Results

Design Effect (DEFF)

1.95

Effective Sample Size513
SRS-Equivalent Sample513
Efficiency Loss48.72%
Variance Inflation1.95
Total Clusters50
Effective Clusters25.64
How to Use This Calculator
  1. Enter the total size of the sampling frame (all eligible units).
  2. Input the expected incidence rate - the percentage of contacts who qualify.
  3. Set the desired number of completed surveys.
  4. Review the Required Contacts to achieve your target and the Estimated Completion Rate.
  5. Adjust the incidence rate if screening is used to pre-qualify respondents.
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