They're not fabricated, they are inaccurate. Nobody, including the athlete, really knows. It is a difficult concept for many ethnocentric Americans, but many lives and cultures are very, very different than ours. People are people, accept them.
I realize that Kenyans are better at distance running than Americans, but how much of their collegiate success is due to them being older and having fabricated birth certificates?