> "students from poorer neighborhoods make more strategic mistakes."

It's likely simpler than you guess, and not because poorer people are dumber (I'm not even sure why you assumed that making strategic mistakes in college planning is caused by low intelligence): students in poorer neighborhoods aren't plugged into the privilege networks, that tell them which are the best schools to apply to.