MaxDiff Data Integrity: Wording Rules That Drive Actionable Insights

MarketVision Data Sciences

December 11, 2025

4

Min Read

While MaxDiff is excellent at determining the relative preference of a set of items, accuracy hinges on the quality of items tested. The clarity and precision of your item phrasing are undervalued determinants of your data integrity.

Don’t let ambiguous or compound items compromise your utility scores!

Singularity, concreteness, and consistency are high impact MaxDiff items that lead to actionable insights and data integrity

Download our guide for high-impact rules on designing unambiguous MaxDiff items.

MaxDiff