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survey matrix

A matrix to help you choose the right method. It compares “Observe” and “Ask” in one direction with “Why? (qualitative)” and “How many? (quantitative)” in the other direction. The segments are: Observe/Why: Usability Test and Field Study; Observe/How many?: Analytics and A/B tests; Ask/Why: Interview; Ask/How many? Survey.

A matrix to help you choose the right method

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Latest Blog Posts

  • Wrong answers only: Workshop at UX Scotland 202616 June 2026
    Why do people lie on forms and surveys and what can we do about that?
  • How to think about error rates and data quality as we head into AI11 May 2026
    Many of us are considering how to include Artificial Intelligence (AI) in the services that we workContinue reading... How to think about error rates and data quality as we head into AI
  • Rosenverse webinar: Measuring error rates to get ready for AI17 February 2026
    Caroline delivers a webinar for Rosenverse 2026 on data quality and error rates, with suggestions and resources for tracking both

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