Steply

Compare 88 (mean 80, sd 4) and 75 (mean 65, sd 8)

Step by step, with the reason for every step · z-scores · Statistics

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)

Your turn

Try this one yourself, then check:

85 (mean 75, SD 5) or 80 (mean 70, SD 8)
Show the answer
85 is better (z = 2 > 1.25)

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