Steply

Compare 30 (mean 35, sd 5) and 52 (mean 60, sd 4)

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

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)

Your turn

Try this one yourself, then check:

20 (mean 25, SD 5) or 61 (mean 65, SD 2)
Show the answer
20 is better (z = −1 > −2)

More from z-scores

The whole lesson: z-scores →