AppReviewX Log in

Feedback and research terms explained

Qualitative vs quantitative, triage, affinity mapping, think-aloud and more.

  • Qualitative feedback: descriptions in words that explain why something happens.
  • Quantitative data: numbers that show how much or how often.
  • Structured feedback: answers to set questions, so reports are comparable.
  • Open feedback: free-form comments with no set questions.
  • Triage: sorting incoming feedback into fix now, later, or no.
  • Affinity mapping: grouping similar comments into themes to see patterns.
  • Think-aloud: a tester says out loud what they see, expect and do while using the app.
  • Usability test: watching people try a task to find where they get stuck.
  • Friction: anything that makes a task harder or slower than needed.
  • Persona: a described typical user, used to keep decisions grounded.
  • Bias: a distortion in feedback, for example loud users being treated as everyone.
  • Closing the loop: telling people what you did with their feedback.

Example: five testers say "I didn't know where to start" in different words. Affinity mapping puts them under one theme, "onboarding unclear", which you then triage as fix now.

Get private, structured feedback: Start free.