(For example, in the Americas a couple centuries ago, it was widely believed that black people were not capable of being successful and happy without supervision of white people, and it was consequently meet to own such people in the same way as livestock is owned.)

As much as I keep citing this as an example myself, I don't think we're literally talking about sole prior cause and posterior effect here.