Step by step
The question
Question: which is better, 80 in a group with mean 70 and SD 5, or 85 in a group with mean 75 and SD 10?
80 (mean 70, SD 5) or 85 (mean 75, SD 10)
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 80
Subtract first: 80 minus 70 is 10.
Then 10 divided by 5 is 2.
z = 80 − 705 = 105 = 2
2 z for 85
85 minus 75 is 10.
Then 10 divided by 10 is 1.
z = 85 − 7510 = 1010 = 1
3 Compare
Careful!
85 is the bigger number, but its group is different.
Compare the z-scores.
Careful: not 85 is better ✗
2 is more than 1.
So 80 is better, compared with its own group.
= 80 is better (z = 2 > 1)
4 Check
Let's check each z.
70 plus 2 times 5 is 80.
70 + 2 × 5 = 80
75 plus 1 times 10 is 85.
So both are right!
75 + 1 × 10 = 85
Let's look back.
First: z for 80.
Then: z for 85.
Then: compare.
Last: check.
Answer
= 80 is better (z = 2 > 1)