It's well established that adults who read incorrect information frequently don't find out it was wrong and become more skeptical of the source. Some people operate that way, but it's a small minority unfortunately.

In particular, it's been shown that people with dogmatic beliefs strengthen those beliefs when shown evidence to the contrary rather than questioning them.