Women are more affected because they have lower-paying jobs.
The employment situation is easier for men, since a lot of them are in construction, where there's a set of rules that already make them better paid. There's a lot more work available for them.
As for women, they most often work as maids or in kitchens. Those jobs pay less, and that's why women are more affected.