A piece on the subject in the NYT notes:
The myth is that like magic, preventive medicine will simultaneously reduce costs and improve health.
Read the whole thing. Sadly, except at the margins, there is little we can to to prevent disease. The wishful thought that we can control fate and the gods never quits, though.