Yeah, definitely drop out statistics are informative.

Say:

'How many women enter science undergraduates and switch majors' and then compare to male ratios

'How many women enter PhD programs and drop out' versus male PhD candidates

'How many women start tenure track and don't get tenure' versus male ratios

Etc.

I think that those kind of numbers would be valuable too. :)