If you go far enough away from the nearest city that housing prices drop, median income drops as well. I'm not saying I'm surprised that housing in NYC is expensive, but I live in the suburbs of Philadelphia (specifically in one of the cheaper areas that's still close enough to commute into the city) and housing is expensive here too.