I read a study that comes to mind, that said, basically, women tend not to ask for raises as often as their male counterparts in the office. And when they do ask for raises, they tend to ask for raises to the level they are currently at, as opposed to where they think they will grow to, while its the opposite for men.
Its just one data point, but it correlates