Why not (even if only partially)? Biology at the individual level has physical consequences, which necessarily affects the available roles and roles chosen. It makes no sense to expect that this relationship is different in aggregate.
And until you can find a way for biological males to have a baby, biology is going to determine the role of childbearing.