Not exactly the same as colonialism, but strong and important parallels were described in Michael Hechter's book :"Internal Colonialism".
http://www.amazon.com/Internal-Colonialism-British-National-Development/dp/0765804751
It is true it does not have anything to do with football in particular. But it does speak to the frustration of being the unwillingly lesser party in a political/economic relationship.