I, too, had wondered about the term. My grandmother graduated in 1907 from Slippery Rock Normal School. My husband now teaches at San Jose State University which started out as San Jose Normal School, founded in 1857. Here is what wikipedia says: http://en.wikipedia.org/wiki/Normal_school