Government should incentivize living in an urban area and disincentivize living in rural areas unless you're actual farmers or need to be there for some reason.
Are you of a fan of Ceausescu's Systematization?
These things have a way of coming back to bite you in the ass. The birth rate in Romania doubled from 1966 to 1967 thanks to his decree... but then fell generally back to rates slightly higher than the 1966 levels.
Then, when those "decretei" babies reached adulthood, they were an integral part of removing Ceausescu from this earth.