I would think that without kids, and the expenses they bring such as college, they have more money that the rest of us, and don't need any subsidy. And don't forget that the childless are forced to pay public school taxes for those that do have children. That is indeed a subsidy.
Both taxes are unfair, in my opinion. FWIW. :)