Keep in mind the babysitting aspect of cleaning. If a mother has a child (or more) at home, then in order to work they need to pay a babysitter. In that case, it would not be worth it to take a cleaning job as the rate is pretty much the same as babysitting.
The people who don’t have young kids tend to be older in which case they might not want the physical labor of cleaning all day.