(NOTE: This means females read books and boys don't)
In fiction, it seem that book readers are often female. That is this trope.
The reason is that most boys are more interested in... other things
. Females are usually
not interested in them.
Compare and contrast Most Gamers Are Male
and There Are No Girls on the Internet