When you are interested in the relationship between two variables, try to collect sufficiently diverse data—that way, you’ll get the truest representative result. And how do you do that? Measure a variable as precisely as possible (use higher, more informative levels of measurement) and use a sample that varies greatly on the characteristics you are interested in.
