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Title: Research Pearl - Needed for Sample Size Calculation

Category: Misc

Posted: 6/29/2024 by Mike Witting, MD, MS (Updated: 7/21/2026)

Needed for sample size determination

Power – (1-beta), where beta is the risk of a type 2 error – rejecting the accepting the null hypothesis when it is true – this is usually selected to be 0.8 or 0.9.

Significance (alpha), the chance of making a type 1 error – accepting the alternate hypothesis when the null hypothesis is true. This is usually selected to be 0.05.

One-tailed or two-tailed – is the null hypothesis one of no difference (experimental arm not better or worse) or one-sided (experimental arm not better)?

Effect Size. This is the challenging part. This is the size of the difference in outcomes you’re looking for. 

  For continuous outcomes (example – difference in pain scores). You’ll need an estimate for the variation in the scores between presentations, or the standard deviation. You can get this from a literature estimate or a from small local measurement, say of 10 patients or so.

  For a dichotomous outcome (example – percentage of successes), you can usually estimate the percentage in one group and choose the difference you are looking for.

The effect size has a big effect on the sample size. Generally, cutting the effect size in half increases the sample size by fourfold.

Statistical software - next pearl.


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