Romanian playwright Eugène Ionesco once observed: “It is not the answer that enlightens, but it is the question.” Edmonton is overflowing with answers. Fans, media, players, and hockey traditionalists seem convinced they know exactly what is wrong with the Oilers. But perhaps the most enlightening question is: What if many of the things we confidently believe about winning are simply wrong?
Hockey culture prides itself on tradition, lore, and insider information. It celebrates the eye test, instincts, and lived experiences, which have reached mythical levels. Hockey remains deeply attached to mythology. For decades, fans and commentators have repeated articles of faith as though they were scientific truths: Home-ice advantage and last change can be decisive; winning faceoffs drives in-game success; depth scoring can lead to championships; scoring first dictates outcomes; morning skates sharpen team performance; and the eye test rivals predictive analytics.
Data Challenges Hockey Myths
Decades of data suggest otherwise. League-wide outcomes over more than 30 years show that winning faceoffs has little meaningful effect on games. Puck possession, shot totals, and depth scoring are overstated. Home-ice advantage and last change are less important than commonly believed.
Even scoring first is not nearly as predictive as hockey culture assumes. Scoring the third goal is far more closely related to victory. Morning skates amount to the equivalent of adding 12–13 extra games to an already-punishing schedule. Analytics consistently outperform subjective evaluation.
Championship Organizations Think Differently
Championship organizations understand these things. Generally, organizations and fans value certainty (and certain myths) over curiosity and data. That matters as we ask two particularly pressing questions: Who should coach this team next? Is Edmonton running out of time to win with Connor McDavid and Leon Draisaitl?
Kris Knoblauch was not the central problem (nor was goaltending). Coaching accounts for relatively little variance in outcomes. Great coaches may be worth an extra couple wins a year, which matters for playoff qualification and seeding. But coaches rarely determine championships. Organizations and players matter more.
Innovation Over Copying
Elite organizations innovate. The modern NHL increasingly rewards organizations willing to challenge conventional wisdom. Copying successful teams is a fast track to mediocrity because the league is saturated with copycats. “Best practices” are not universally transferable. Strategies that succeed in one environment may fail completely in another because context and culture matter. Team identity, player psychology, leadership dynamics, and community expectations shape whether systems succeed.
