Statistical vs. Practical Significance

  • Statistical Significance: The result is likely not due to chance (P < 0.05).
  • Practical Significance: The result is large enough to matter in the real world.
  • Example: A new drug that lowers blood pressure by 0.001 points might be statistically significant with a huge sample, but it is practically useless.