Do test scores reflect real differences among people?
Not necessarily. To create a norm-referenced test (a test where half of the test-takers score above average, and the other half below average), test makers must make small differences among people appear large. Content differs from one test to another, so even tests that claim to measure the same thing often produce very different results.
