> "Before they attend, students that go to college, on average, demonstrate better analytic skills than the students that do not go to college. They also, on average, have access to more existing wealth and other resources through their family."

This is a classic example of the concept of "correlation does not equal causation". This is when two things are related, but one does not lead to the other.