Being from the South, the one place where black populations exist in large quantities outside the major urban sprawls, I can say that its quite a similar breakdown even in the moral dilapidated and semi-rural areas of the Swamps.

So, while its likely being in the big city exacerbates the root factors, it still seems to be prevalent outside it based on my experiences.