Districts are already geographically nightmarish; trying to add rural swaths to urban districts would make things even more contrived (and IMO give lie to the whole system). I don't necessarily have a better answer, except perhaps several layers of mass disenfranchisement based on government dependency and/or negative societal contribution, which would largely nullify urban centers anyway.