Is it in the context of identifying those who prefer a certain brand? If it's something you can consume, you could use a different verb:
Perrier drinkers earn around twice as much as people who choose Pepsi.
Or any combination of "choose," "select," "purchase," etc.
People who buy Sony cameras are likely to earn twice as much as those who go home with an off-brand camera.