Urban populations tend to include more low-income earners, who are more likely to favor receiving more assistance from their government, as such is likely to increase their quality of life. Rural blocks tend to earn enough to live independently and provide for themselves, so their QOL is likely to increase more with taxes being lowered rather than assistance programs they'd be means-tested against (or at least presume they would be).