Very interesting data. As always the devil is in the details. I agree with most of your comments but not the last. Going to school at all is still more important than where. A school with much better upward income mobility also likely has more students starting from a lower point. Or said another way, if most students are already affluent they have less upward mobility “space” to move creating a lowered score for the school.