Practical Significance

What is it?

Practical significance considers whether an observed change is meaningful in real-world terms, regardless of statistical significance.

It focuses on business impact.


Examples in Action

  • Small conversion lifts with negligible revenue impact
  • Changes that are statistically valid but operationally irrelevant
  • Prioritising high-impact initiatives
  • Aligning results with business value

Typical Outcomes / Results

  • Better prioritisation decisions
  • Reduced focus on marginal gains
  • Stronger alignment with outcomes
  • Improved ROI focus

This glossary entry reflects applied decision-making principles.

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