Doctors and patients do not know what you mean when you say "your risk has gone up 50%". When you say "in a group of ten thousand people we would expect 4 to experience this thing. But in a group of 10,000 people who eat peas we expect about 6 people to experience this thing".

Gerd Gigerenzer has a book explainin it better than I do.