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◇ SoTL & research

Survey sample-size calculator.

How many responses do you need for a credible result — or, how much can you trust the responses you already have? For SoTL studies and unit evaluations. Nothing stored.

How many people could respond (e.g. students in the cohort)?
responses needed
Rule of thumb, not a rule. This uses the standard formula (50% response distribution = the most conservative case). It sizes for a *representative* sample — it doesn't fix a biased one. For sub-group comparisons you'll need more in each group. Pairs with the Survey & Likert Checker.
A free tool from NTLSN.com · Cochran's formula with finite-population correction · nothing leaves your browser.