The income itself is what stabilizes the population, this phenomenon is known as the demographic-economic paradox.
The real false assumption here is that increased standard of living leads to overpopulation. The data indicates the opposite is true.
Reproduction is a survival mechanism. Threaten an organisms survival, and that mechanism is triggered.