People have trouble with boring, tangible evidence, because you have to sift through it and that takes work. They'd rather hear someone speak "authoritatively" and any skepticism is washed away with "source: ___".
I think we agree on the problem - the solution unfortunately is simple verification but God forbid anyone read data themselves.