The parallels are apparent.
Don't forget the massive grain distributions of the later Roman Empire. This welfare scheme was started for the same reasons that the modern welfare state was created, to cause dependence and thereby consolidate political power. It contributed to the softening and decay of that society, just as it has in our own.