Psychology I / The Normal Curve and Z-Scores
Practice question · Multiple choice

A student scores 85 on a test with mean 70 and SD 5, and 130 on a test with mean 100 and SD 15. Both are z = 3. Why does converting to z-scores let you compare performances on tests with nothing in common?

Hints
  1. What information does a z-score keep, and what does it throw away?
  2. 15 raw points on one test and 30 on the other. Why are those the same distance?
Show the answer

C. Because a z-score reports position relative to its own spread.

Why

A z-score asks one question — how far from this distribution's mean, in this distribution's own standard deviations — and that question can be put to any distribution. What makes the comparison possible is precisely that the units are discarded. The caution is about interpretation: a z of 3 in spelling and in the high jump are both 'unusually good for that distribution', and nothing more.

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