Home › Praxis Core (Teaching) › Mathematics › The Normal Distribution › One student scored 700 on a math test with mean …
One student scored 700 on a math test with mean 514 and standard deviation 117. Another scored 30 on a different test with mean 21 and standard deviation 5.3. Who did better against their own test?
AThe one who scored 700
BThey did equally well
CThe one who scored 30
DThere is no way to tell
Answer & Solution
Correct answer: C. The one who scored 30
1. The two raw scores sit on different scales, so 700 against 30 tells us nothing on its own.
2. Convert each score to a z-score, which counts standard deviations above its own mean.
3. For the first score, 700 minus 514 is 186, and 186 divided by 117 is about 1.59.
4. For the second score, 30 minus 21 is 9, and 9 divided by 5.3 is about 1.70.
5. Both students are above average, since both z-scores are positive.
6. The second student stands about 1.70 standard deviations up against about 1.59 for the first.
7. So the student who scored 30 did better relative to the test they took.
8. Picking the 700 falls for the larger raw number and ignores the two different scales.
_Source: OpenStax High School Statistics (CC BY 4.0), section 6.1 The Standard Normal Distribution_
Related questions
Recognising the standard normal distribution matters because it can then be:The z-scores minus 2 and plus 2 correspond to which pair of original values in a distributIf about 68 percent of values lie within one standard deviation, the share lying outside tA z-score of zero corresponds to a value that is:Two normal curves with different standard deviations must still have equal:A normal distribution is often described by the shape of its curve as:The z-scores that bound the middle 99.7 percent of a normal distribution are:Between one standard deviation and two, the extra share of values captured is about: