It lets you look at things like "are women being paid less than men" and see how that interacts with location, experience level, salary-vs-bonus, etc.

I would except ALL aspects of demographics would be useful here. Not just gender but ethnicity, age hell I could even see height being useful considering you hear a lot of "you have to be taller to be CEO" crap; it would be interesting if there is anything to those stereotypes.