In my experience, the women who do this are invariably addicted to abuse in the same way that you or I might get addicted to alcohol, drugs or any other vice.
Huge numbers of women these days make poor choices whom they date but that's not your problem or mine.
If you find a woman like this you just have to cut bait. That's rhetorical of course, I know you don't date anymore.