I think the author is using rather blunt figures to make a hypothesis.
I would assume that the same pattern of employment exists in the USA as many parts of Europe: which is that women disproportionately take low-paid and part-time jobs. These are exactly the sort of jobs that open up in, and following, a recession.
Salaries that pay the mortgage and the bills are still largely the preserve of men.
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