Benchcraft / Data bench
Data integrity   /   Research reporting lead

Sample Mix Check

Compare each segment’s share of responses with its share of the invited population.

01 / Inputs

Working sheet

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SegmentInvitedRespondedRow
02 / Review

Decision sheet

SegmentInvite shareResponse shareGap (pp)
Large40%66.67%26.67
Small60%33.33%-26.67
How the rule works

Response share is reported in percentage points against invitation share. An empty population or empty response pool has no comparison.

Read the worked example

Optional paid service

Scope a research sprint

€99 for one agreed segment, three approved evidence items and an interview guide.

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