The part about not controlling for educational experience is probably a pretty critical flaw considering the fact that women outnumber men in colleges. Of course that is itself a tricky problem since men and women tend to choose different majors (for a whole host of reasons, I'm sure, some undesirable and some benign), but just leaving it out of a study is irresponsible.