<p>^ I think this is due to the origins of the HEDS PhD data, where the purpose was to show that LAC students are not at a competitive disadvantage compared to their big U peers. As a result, LACs have become somewhat self-selecting, with many of those HS students favoring academics choosing LACs because of the future-PhD advantage shown by the data, perpetuating.</p>