It would have been helpful to model the effect of legacy status while accounting for academic indices.
conflates a couple of things: the legacy tip itself and the fact that legacies tend to have stronger academic profiles to begin with (they come from advantaged households). A skeptic can fairly say "of course legacy admits do well, they're better applicants"
They also tend to be smarter because smarter people have smarter kids.