One of the factors is that the US is surprisingly huge. It takes EU tourists by surprise that a quick jaunt from NYC to visit their friend in Chicago is several days by road (unless you drive like an American roadtripper for fourteen hours a day) moreover, there's just huge tracks of land featuring not-too-exciting vistas (unless you plan your road trip to feature pretty routes, in which case multiply the distance by 1.3), so for the short while that airlines were regulated and we weren't worried (yet) about the air-travel carbon footprint (Huge. Enormous. Colossal.) it made sense to fly everywhere in the US.
Now that it's insanely expensive and inconvenient to fly, and we shouldn't be doing it, it's time for the US to build HSR for realsies, if the automotive / fossil fuel industrial complex will let us.