That implies that poor people have a higher reproductive rate - which I believe is true. A shortcut is to offer birth control to poor people. Many of them don't actually want a bunch of kids, but when you're poor there's not much to do and sex is free.
I agree it'd be nice to bring people out of poverty, but shouldn't we stop creating more people in poverty too? Prevention is cheaper than a cure.