It's not rewarding when those kids are the reason you are extremely poor. Population growth requires ever increasing productivity to maintain the same standard of living or people must sacrifice their standard of living until they die from preventable diseases or starvation.

Forcing people to have less children is bad (see one child policy). If people want to have less children voluntarily then you've found a way to success.