HR's lack of competence in this area is one reason why engineering referrals are the best way to get quality candidates.

'The piece of paper' matters beyond that. Alumni networks are a thing. And people like to help their Alumni, because they hope to get the same in return.

Maybe for private schools, but my UC degree hasn't helped an iota with that