When you know someone, even slightly or indirectly, the person is more fairly evaluated on factors that actually predict performance.
(Note: please read the post before you say it's about nepotism, who you know, unfair, or throw your hands up and complain. Stop being a victim! The point of the article is to suggest that if you break the ice first, get a referral, or set-up preliminary exploratory