Skip to main content

The context you need, when you need it

When news breaks, you need to understand what actually matters — and what to do about it. At Vox, our mission to help you make sense of the world has never been more vital. But we can’t do it on our own.

We rely on readers like you to fund our journalism. Will you support our work and become a Vox Member today?

Join now

Why it’s so much harder to predict winners in hockey than basketball

A statistical look at luck and skill in sports.

Joss Fong
Joss Fong is a founding member of the Vox video team and a producer focused on science and tech. She holds a master’s degree in science, health, and environmental reporting from NYU.

So far this year in the NBA playoffs, only two out of 14 series were won by the team with the worse record during the regular season. Compare that to the Stanley Cup playoffs, where the underdog has won fully half of the series.

The Nashville Predators, currently battling the Pittsburgh Penguins in the final, had the 18th best win-loss record during the season, and the Washington Capitals, who won more games than any other team this year, were knocked out two rounds ago. Why? (Or as Caps fans put it: “WHYYYYYYYY.”)

One answer is that the design of hockey introduces more randomness into the results. Investment strategist and sports fan Michael Mauboussin demonstrates this in his book The Success Equation, with a statistical technique that ranks sports by the relative contributions of skill and luck to the regular season standings. He looked at five seasons for five sports leagues and ended up with a continuum that looks like this:

Michael Mauboussin’s skill-luck continuum.
Michael Mauboussin’s skill-luck continuum.

That’s not to say hockey players are any less skilled, but that outcomes in hockey are less representative of true differences in skill between teams, compared to basketball — in large part because the NHL is more competitive. There are many reasons for that, from the design of the leagues to the fundamentals of the gameplay. Check out the video above to learn about some of the factors involved, and head over to our YouTube channel to leave your own theories in the comments.

More in Video

Video
Why Americans can’t escape credit card debtWhy Americans can’t escape credit card debt
Play
Video

Credit card APRs are now as high as 20 percent.

By Frank Posillico
Video
Why some couples are happier living apartWhy some couples are happier living apart
Play
Video

This growing relationship trend might change the way you think about living with your romantic partner.

By Gina Pollack
Video
The strange myth behind carrots and night visionThe strange myth behind carrots and night vision
Play
Video

How we fell for World War II propaganda.

By Nate Krieger
Video
Are team sports the secret to living longer?Are team sports the secret to living longer?
Play
Video

How a basketball league for “grannies” is reimagining aging.

By Benjamin Stephen
Video
How Georgia manufactured the Peach State mythHow Georgia manufactured the Peach State myth
Play
Video

It was never really about the fruit.

By Frank Posillico
Video
How smart design can benefit senior livingHow smart design can benefit senior living
Play
Video

And why it matters for retirement communities.

By Lindsey Sitz