Anecdote: The two women whom I'm closest to (my spouse and my mom) both went into science because they were encouraged to do so by the nuns at the Catholic high schools that they attended.

One possible explanation is that the social expectation of becoming a wife and mother is decoupled from the choice of what they study in school.