This article seems to think being stopped by the police because of jogging is a thing of the past. I live in a state university town full of joggers but I've been stopped 3 times for my "suspicious" jogging just in the last year. I guess it's because I do it at weird times with normal clothing instead of the standard exercise uniform.
They always say something along the lines of "I thought you were in trouble." to justify themselves.