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Practical Significance

What is Practical Significance

Practical significance refers to whether a statistically significant difference observed in a study is expected to have meaningful implications in real-world contexts. While a study may detect a statistically significant difference, such as a few seconds in task completion time, its practical significance depends on whether this difference is perceivable or impactful to users in practical settings.

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Why is Practical Significance Important?

  • Real-World Relevance: Practical significance ensures that study findings have meaningful implications in real-world contexts, helping researchers understand the practical relevance of observed differences.
  • User-Centric Assessment: By considering whether detected differences are perceivable or impactful to users, practical significance prioritizes user needs and preferences, guiding decision-making in design and implementation.
  • Effective Resource Allocation: Assessing practical significance helps researchers allocate resources effectively by focusing efforts on addressing issues that are likely to have a tangible impact on user experience and organizational goals.

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