It always has been negative attention gathering - reading marks you as a nerd.

And yeah, by far the strongest predictor I've ever seen for "does the kid do X that everyone agrees is good for people to do" is always "do the parents do it?". You lead by example. Kids are great at picking up on whether you enjoy it or not.