Does it? Have you hired a lot of people via alternative route to have a valid comparison?

Perhaps it is a cost because your hitting practices are explicitly biased against finding such people, or salary is not competitive?

Time of HR guy doing the interview or a search is cheap compared to years of developer salary. Seriously.