According to a Harris Poll published by Publisher's Weekly, crime and mystery novels have edged out romance, chick lit and erotica. Of course, they only interviewed 2700-ish people.
Personally, I think there are far more people willing to ADMIT they read mysteries, crime novels and sci-fi than there are people willing to ADMIT they read romance and erotica.
In that sense, the study is probably accurate! :P