You accidentally damage a car in a parking lot. Do you leave a note with your name and phone number?
Depends on how bad it is. If it's just a bump? No. I can't afford for my insurance to go up and I don't feel like getting into a fight. If it's significant, I would feel really guilty and wait for the person.
