It depends. I used to require a username on my site but I chose to take it away because it meant nothing since I was collecting emails anyway. My heuristic is

It depends. I used to require a username on my site but I chose to take it away because it meant nothing since I was collecting emails anyway. My heuristic is if they interact with other users: Username. If not, email.