Just come out and say it, instead of having this proxy argument over gender.
If it isn't clear: this study can not be used to draw conclusions about racial or gender predispositions. This can only be used to show the status of education on this particular test and for people graduating right now. It doesn't control for how those people got there. If you want to twist it in some other way, that's your prerogative, but you're doing shoddy science.