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Basic Statistics for Data Analysis / Module 9

Module 9 checkpoint

Module 9 Checkpoint: Comparing Groups and Effect Sizes

Scenario

Two groups of 1,500 differ by 0.4 points on a 100-point scale, with p = 0.002. The team plans a redesign on the strength of it.

Questions

  1. Is the difference statistically distinguishable from zero?
  2. Is 0.4 points on a 100-point scale worth acting on? Say what you would need to know.
  3. Explain how a difference this small produced a p-value this small.
  4. What figure should have been agreed before the analysis, and why?
  5. Write the recommendation you would actually make.

Pass Standard

You pass when you can separate statistical significance from practical significance and say which figure decides the action.