Step by step
The question
Question: which is better, 88 in a group with mean 80 and SD 4, or 75 in a group with mean 65 and SD 8?
88 (mean 80, SD 4) or 75 (mean 65, SD 8)
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 88
Subtract first: 88 minus 80 is 8.
Then 8 divided by 4 is 2.
z = 88 − 804 = 84 = 2
2 z for 75
75 minus 65 is 10.
Then 10 divided by 8 is 1.25.
z = 75 − 658 = 108 = 1.25
3 Compare
Careful!
The groups are different.
So we compare the z-scores, not the numbers.
Careful: compare the z-scores, not the numbers
2 is more than 1.25.
So 88 is better, compared with its own group.
= 88 is better (z = 2 > 1.25)
4 Check
Let's check each z.
80 plus 2 times 4 is 88.
80 + 2 × 4 = 88
65 plus 1.25 times 8 is 75.
So both are right!
65 + 1.25 × 8 = 75
Let's look back.
First: z for 88.
Then: z for 75.
Then: compare.
Last: check.
Answer
= 88 is better (z = 2 > 1.25)