Take a look at this graph in the wiki entry on this. Birth rate drops rapidly as income increase a bit and then goes down more slowly. You propose the reverse is true. Mongolia tried to boost brith rates with payments and medals no less. I dont think it was a resounding success.
https://en.wikipedia.org/wiki/Income_and_fertility
https://en.wikipedia.org/wiki/Income_and_fertility