In fact, there is a study which suggests that affluent car owners drive more recklessly than not so wealthy ones. Here's an article about it:
http://usa.streetsblog.org/2013/07/16/study-wealthier-motori...
I remember reading a more detailed article about the study somewhere but I can't find it right now.