Rule #11: Disregard rules 1 through 10 if you're a woman, because negotiating your job offer will hurt your career trajectory. Even HBR agrees: https://hbr.org/2016/04/women-who-dont-negotiate-their-salar...
That is given that that study is the exact fact, but it is indeed mostly a study based on polls which I would say is not exactly hard evidence.