Step by step
The question
Question: which is better, 65 in a group with mean 60 and SD 10, or 58 in a group with mean 50 and SD 4?
65 (mean 60, SD 10) or 58 (mean 50, 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 65
Subtract first: 65 minus 60 is 5.
Then 5 divided by 10 is 0.5.
z = 65 − 6010 = 510 = 0.5
2 z for 58
58 minus 50 is 8.
Then 8 divided by 4 is 2.
z = 58 − 504 = 84 = 2
3 Compare
Careful!
65 is the bigger number, but its group is different.
Compare the z-scores.
Careful: not 65 is better ✗
2 is more than 0.5.
So 58 is better, compared with its own group.
= 58 is better (z = 2 > 0.5)
4 Check
Let's check each z.
60 plus 0.5 times 10 is 65.
60 + 0.5 × 10 = 65
50 plus 2 times 4 is 58.
So both are right!
50 + 2 × 4 = 58
Let's look back.
First: z for 65.
Then: z for 58.
Then: compare.
Last: check.
Answer
= 58 is better (z = 2 > 0.5)