Step by step
The question
Question: which is better, 30 in a group with mean 35 and SD 5, or 52 in a group with mean 60 and SD 4?
30 (mean 35, SD 5) or 52 (mean 60, SD 4)
The groups are different.
So we compare z-scores: how many SDs each is above its own mean.
z = how many SDs above the mean
1 z for 30
Subtract first: 30 minus 35 is −5.
Then −5 divided by 5 is −1.
z = 30 − 355 = −55 = −1
2 z for 52
52 minus 60 is −8.
Then −8 divided by 4 is −2.
z = 52 − 604 = −84 = −2
3 Compare
Careful!
52 is the bigger number, but its group is different.
Compare the z-scores.
Careful: not 52 is better ✗
−1 is more than −2.
So 30 is better, compared with its own group.
= 30 is better (z = −1 > −2)
4 Check
Let's check each z.
35 plus −1 times 5 is 30.
35 + (−1) × 5 = 30
60 plus −2 times 4 is 52.
So both are right!
60 + (−2) × 4 = 52
Let's look back.
First: z for 30.
Then: z for 52.
Then: compare.
Last: check.
Answer
= 30 is better (z = −1 > −2)