Triangle tests and sensory statistics

How to use triangle tests and basic sensory statistics to evaluate differences in coffee samples with confidence.

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  • Coffee Basics Nerds
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Article 6 of 12 in Measurement & Quality Control/
Triangle tests and sensory statistics

Triangle Tests

  • Definition: A sensory test where tasters receive three cups—two identical, one different.
  • Purpose: Determine whether tasters can reliably detect differences between coffees (e.g., different roasts, processing methods, or brew water).
  • Procedure:
  1. Present samples in randomized order.
  2. Ask tasters to identify the odd cup.
  3. Record results and analyze statistically.

Sensory Statistics

  • Chance Probability: Random guessing gives ~33% correct responses.
  • Significance Testing: Use binomial probability to assess if correct identifications exceed chance.
  • Example: With 10 tasters, at least 7 correct is statistically significant at p<0.05.
  • Applications:
  • Validating whether small roast changes are perceptible.
  • Testing water chemistry adjustments.
  • Assessing packaging or storage impact.

Best Practices

  • Use blinded, randomized samples.
  • Standardize brew method, ratio, and temperature.
  • Use multiple sessions and tasters for reliable data.

Summary

Triangle tests, supported by sensory statistics, provide a rigorous way to determine whether perceived differences between coffee samples are real or due to chance, strengthening quality control decisions.

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Coffee Basics Nerds

Written by : Coffee Basics Nerds

Expert coffee historians and brewing enthusiasts dedicated to sharing the rich heritage and techniques behind your perfect cup of coffee.

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