One thing that I have learned is that concentrating on something means doing it, whether concentrating on doing it right or wrong. So trying to not do something generally means doing the wrong thing because that is what I'm thinking about.
Doesn't help with clumsy stuff that just kinda happens, but at least I stopped focusing on avoiding mistakes and then making those mistakes and reduced the overall number.