Card wording strongly shapes sorting results
Aliases: card label effect · content wording · semantic priming
What it is
Nouns, verbs, granularity, and descriptions create label effects that alter perceived similarity and sorting dimensions. Results emerge from participants interacting with supplied wording, not a language-free mental structure.
Why it happens
Shared roots prime surface clusters; verbs favor tasks and nouns favor objects or topics. Long descriptions add cues and can reveal the intended category. Mixed granularity lets broad concepts absorb specific actions, producing structural artifacts.
Studying it
Cognitively pretest card interpretation and randomize synonymous or differently framed versions to compare similarity and labels. Record renaming, questions, and incomprehension. Wording effects may validly evaluate future labels but must be distinguished from structure.
Where it stops holding
Real navigation also depends on labels, so wording influence is not always contamination. It is the outcome when labels are under test. Removing all context can make cards unintelligible rather than neutral.
Applying it
- Standardize granularity, syntax, and information amount.
- Remove shared roots that leak categories unless intentionally testing them.
- Pretest ambiguity and retain participant renaming.
- Retest critical clusters with alternative wording before tree testing.