All frameworks and cheat sheets

Reference table

Purposive sample size by sampling type

Table of how many participants each type of purposive sampling needs, from 6 to 12 per segment for criterion sampling to 12 to 20 for maximum variation.
Plan for 8 to 12, then let saturation decide. A midpoint review after 5 or 6 tells you whether to keep going.

A quick reference for qualitative sample sizes under purposive sampling. It gives a starting number of participants for criterion, homogeneous, maximum variation and snowball sampling, plus the practical rule of planning 8 to 12 interviews and checking for saturation partway through. Use it when you scope a user interview study, then let new themes, not the plan, decide when you stop.

Where this appears

What's in this reference table

Sampling typeParticipantsWhat it rests on
Criterion6 to 12 per segmentUsually enough to reach thematic saturation
Homogeneous6 to 12 per segmentUsually enough to reach thematic saturation
Maximum variation12 to 20Enough to cover each dimension of variation
SnowballUntil saturationAs few as 8 in a tight network, 30+ in a diverse one
Any type, to start8 to 12Review after 5 or 6. Stop when 3 in a row add only small nuances

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<a href="https://www.koji.so/visuals/purposive-sample-size-by-sampling-type"><img src="https://www.koji.so/visuals/purposive-sample-size-by-sampling-type/purposive-sample-size-by-sampling-type.png" alt="Table of how many participants each type of purposive sampling needs, from 6 to 12 per segment for criterion sampling to 12 to 20 for maximum variation." width="1200" height="745" /></a>
<p>Source: <a href="https://www.koji.so/visuals/purposive-sample-size-by-sampling-type">Purposive sample size by sampling type</a>, Koji</p>