The reason people persist with unscientific conceptions of the world even after learning the scientifically correct explanation is because scientifically correct explanations often have little benefit in our day to day lives.

The heliocentric model of the solar system, for example, has no effect on our normal lives, and thus by Pierce's Pragmatic Maxim is of little value.

http://en.wikipedia.org/wiki/Pragmatic_maxim