Why stop there?
Since you believe that human reproduction is a de-facto property of the state, simply calculate how many women should have babies, for optimal society, and force them to?
No need to muck around with some tax incentives. Redistribute the true source "commodity".
As a bonus, if you're high up enough, you might even get to choose who mates with whom.