One way that the Romans controlled private morality among its citizens was through the censorship and the census, which did not just count the number of Roman citizens, but evaluated their moral standing and fitness to be Roman citizens.

Cato the Censor is the most famous of the Roman censors and among the strictest. Here is Plutarch on his  censorship.