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Triangulation

The convergence of multiple methods on the same research question to corroborate evidence from several different angles

  • Triangulation ensures accuracy of information by combining sources and mitigating the weaknesses of any single method or source.
  • The most common occurrence of triangulation is to combine behavioral observation methods with self-report methods such as questionnaires or interviews.
  • Self-reported behaviors or attitudes aligned with social norms or research expectations may be contradicted by actual behaviors observed.
  • Triangulation may compare physiological data such as heart rate or pupil dilation with self-reported information or observations of visible behaviors.
  • Anecdotal information collected through qualitative means can enrich and humanize the abstraction of quantitative results collected through survey data.
  • In usability studies, recordings are triangulated across keystroke/mouse inputs, facial expressions, and actions verbalized in think-aloud protocol.

See alsoCompetitive TestingLiterature ReviewsSecondary Research

In a Microsoft study of television watching, observations and television interactions were used during interviews to correlate behaviors with TV content and events in the environment.

1. Observation data: Video capture 2. Behavioral data: Recorded TV interactions

Courtesy of Mike Darnell, Microsoft Corporation.

3. Self-report data: Interviews
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