I don't have statistics, but in "Cities and the Wealth of Nations" Jane Jacobs argued that what really happens in modern times is that cities end up subsidizing

I don't have statistics, but in "Cities and the Wealth of Nations" Jane Jacobs argued that what really happens in modern times is that cities end up subsidizing rural areas. So more urbanized areas would "subsidize" those less so.