I also check for who is pulling their weight well for the party, if everyone has done a good job, then I give it to the friendliest player. (Who said hello/goodbye, small talk, made me laugh etc.)

If more than one player hits all of the above, then I try to give it to a dps as tanks and healers seem to get them far more often.