Hm, "appeal to nature" does seem to fit the bill better, as "naturalistic fallacy" means something slightly different:

http://en.wikipedia.org/wiki/Naturalistic_fallacy

It seems funny that I trust wikipedia+random guy on the internet over my economics professors.