And I'll point out that your parenthetical is one of the points of the article: that stay-at-home parenting is apparently extremely costly to replace.

So it's a double-edged sword: you flood the supply side with new laborers while keeping the demand side static, and you increase the general cost of living because you now have to pay for childcare that you used to get for free.