Hi Eric:
For me, I just don't give extra credit. I have in the past and there are just too many problems with it, least among them the principle of grade inflation. Subjectivity, fairness, and missed course objectives are factors that seem to interfere with giving it, so I've learned just not to go there.
Each teacher and institution needs to decide for themselves what their guidelines are - then stick to them.
Regards, Barry