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Leverage and Timely Goals in Soccer

JOHANNESBURG, SOUTH AFRICA - JUNE 12:  Gabriel Heinze #6 of Argentina celebrates after scoring the opening goal during the 2010 FIFA World Cup South Africa Group B match between Argentina and Nigeria at Ellis Park Stadium on June 12, 2010 in Johannesburg, South Africa.  (Photo by Stanley Chou/Getty Images)

I'm guessing that most people coming to this blog are familiar with SB Nation's soccer coverage, but if you're not, I invite you to take a look at the main soccer page. SBN has six sites devoted to the English Premier League, five MLS sites and two general soccer sites, along with a huge amount of World Cup coverage.

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If you're unfamiliar with the concept of leverage, it essentially captures the likelihood of winning given the score and the time remaining in the game. For example, a team that's up one goal in the 90th minute is incredibly unlikely to lose, so the leverage of the situation is very high - giving up a goal turns a certain win into a tie. On the other hand, when a visiting team is up one goal in the first 15 minutes, it doesn't even win the game 50% of the time, so the leverage is much lower.

The first step in determining leverage is to look at a team's winning percentage based on the score and the time on the clock. In this case, I've used data from the English Premier League, and I've looked at the number of points the home team expects to get at the end of game (3 points for a win, 1 point for a tie):

Epl_pts_by_score_medium

Because scoring levels are so low in the EPL - 3.05 goals per game, compared to 5.5 goals per game in the NHL and 9-10 runs per game in MLB - any goal is very decisive. The net result is that leverage is always very high:

Epl_leverage_medium

Any goal in a tie game is worth at least half a point, and you can see that as we approach the end of the game, that tie-breaking goal approaches a value of two points - the difference between a win and a tie. A significant number of goals are scored in injury time at the 90th minute, so leverage entering the 90th minute is only 1.7 points.

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These are excellent, Hawerchuk. One question – in general, what’s the state of statistical analysis in soccer across Europe and in MLS? I thought I’d read that Billy Beane (appropriately enough) was doing some work in the field. Has it caught on with any clubs like it has with, say, the Houston Rockets in the NBA?

by CWSKeith on Jun 13, 2010 5:07 PM EDT reply actions  

EPL is way ahead of us. They track every touch and have all kinds of player ratings based on that data. There’s a ton of sports gambling in Europe, which has driven development of this stuff.

by Hawerchuk on Jun 13, 2010 6:10 PM EDT up reply actions  

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