Product & UX Designers · situation guide
Separate observation from interpretation, explain expectation mismatches, and limit claims to the evidence.
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A small study can support a specific finding without proving a whole redesign works for everyone.
Vocabulary for this situation
Describe an expectation mismatch
Counterintuitive describes something that runs against an intuition or expectation. State whose expectation was contradicted; the word alone does not establish that the result is good, bad, true, or false.
“Participants expected the arrow to expand the section; navigating away felt counterintuitive.”
Usage note: Unfamiliar does not automatically mean contrary to expectation.
Describe supporting evidence
To use evidence, data, or results to confirm that a claim, prediction, or decision made earlier was correct.
“The sessions bear out the concern about the hidden control.”
Usage note: State which claim the evidence supports.
Practice “bear out” →Limit a research conclusion
A caveat is a specific limitation that either qualifies an otherwise confident statement or independently flags how far a claim, plan, dataset, or analysis can be trusted.
“There is one caveat: we tested only this flow.”
Usage note: Make the scope limit concrete rather than adding vague caution.
Practice “caveat” →Communication sequence
Participants expected the arrow to expand the section; navigating away felt counterintuitive.
The sessions bear out the concern about the hidden control.
There is one caveat: we tested only this flow.
Common mistakes
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