There is an alternative. To get welfare, they have to use birth control and if they get pregnant, they lose their benefits. They'd have to sign a form. Agreement is different than force. That would end baby factories. But it may also raise abortion rates which isn't desirable either.
What do you do in a free country that has lost it's moral compass?