What objective methods do you use to determine that you're keeping the right people and rejecting the right people? I'd love one of these companies to actually

What objective methods do you use to determine that you're keeping the right people and rejecting the right people? I'd love one of these companies to actually hire a control group some time instead of just assuming "well, I like the people I hired so they must be good" and then pontificating about it.