Fair question, have never crossed that line, asked the question.
Instead always just thought of it as personal choice and that their economic situation played a major role, observing that rich women typically do not work but middle class and poor women do, whilst women on the benefit also do not work being paid by the taxpayer.
Has crossed my mind that lower income couples whilst paying for children of those on the benefit may not be having children themselves because they do not earn enough.