Your own link says "The main reason women give is dissatisfaction with their pay and promotional opportunities".

So it's not harassment.

So basically they leave for the same reasons men leave.

I've never been promoted, ever. I got a salary raise once, I think. I increased my pay by switching jobs, just like 95% of the IT people out there.