BOSTON -- Kyle Dubas was putting the finishing touches on his list of prospects for the 2015 NHL Draft when he noticed a troubling trend.
The ones who played in the IIHF World Junior Championship were, relatively speaking, ranked higher than similar prospects who did not. Dubas found this to be a form of bias, something he was desperately trying to weed out of his rankings.
"Does playing in the world juniors at 17 make you a better prospect than someone that doesn't?" Dubas said during his presentation of "How Analytics has Limited the Impact of Cognitive Bias on Personnel Decisions" at the 2015 MIT Sloan Sports Analytics Conference. "I don't think so. I think we know that from years of going through and measuring at different points."
Dubas, whose hire as an assistant general manager by the Toronto Maple Leafs was the highlight of the NHL's "Summer of Analytics" in 2014, spoke for more than 20 minutes Saturday about his experiences as general manager of the Sault Ste. Marie Greyhounds.