learn.web Back to the curriculum ↗

Research / Structure / Validation / 02

Research without theater

Plan interviews, observation, surveys, and analytics around decisions you genuinely need to make.

Time
75 min
Mode
Learn → Make → Check
Path
UX & Product Design

By the end, you can…

Memory beats speculation

People are poor predictors of what they will do, especially when they want to be helpful. Ask for the last real occasion: what triggered it, what happened next, what tools were involved, and where the work became difficult.

An interview reveals meaning and language. Observation reveals workarounds and context. A survey estimates a known pattern. Analytics show what happened but rarely why. Combine methods only when each closes a real evidence gap.

Synthesis is disciplined compression

Keep raw observations, participant words, interpretations, and recommendations distinct. Affinity mapping helps reveal repeated behavior, but frequency alone does not determine importance.

A finding should connect evidence to an implication: what was observed, why it matters, who it affects, and what decision it informs. Preserve contradictions instead of smoothing them away.

Your studio task

Make — Run three short interviews using behavior-first questions, then affinity-map the evidence.

  1. Write five behavior-first interview questions.
  2. Run three short conversations or observations.
  3. Capture facts and quotes separately from interpretations.
  4. Create three findings, each with evidence and a decision implication.
Definition of done

Findings distinguish observed patterns, quotes, assumptions, and unanswered questions.

Open the interactive lesson with its workspace ↗

Knowledge check

Which question is least leading?
  1. Would you use a faster dashboard?
  2. Tell me about the last time you prepared this report
  3. Do you agree the current flow is confusing?
Reveal answer (B)

A recent concrete event produces more reliable detail than a hypothetical preference.

Which question is most leading?
  1. Tell me about the last time you prepared this report
  2. Don't you agree the current flow is confusing?
  3. What tools did you use last week?
Reveal answer (B)

Leading questions suggest the expected answer; “Don't you agree…” invites agreement.