The Importance of the First 20 Minutes

I recently completed a study on the 2011-2012 NCAA hockey season and the situational records of every team. I looked at the records for every team in Division 1 and their wins and losses in home/away games, after each period, after the first goal, and in games of certain scoring margins. I also broke it down by conference and by teams that made the NCAA Tournament. All of these yielded interesting results, but two in particular jumped out at me.

The first number that caught my eye was team records after the first goal. Everyone in hockey wants to score the first goal, but I know that I was unaware as to the impact of that goal on the result of the hockey game. In 2011-2012, teams that scored first won 66.94% of their games. If you just look at teams that made the NCAA Tournament, that number jumps to 78.02%.

The second (and much more striking) number is winning percentage after the first period. Teams that had a lead after the first period won 77.09% of the time. Once again, this number jumps among teams in the Tournament, up to 84.75%.

An old adage in hockey is to “Use statistics like a drunkard uses a lamp post – for support, not illumination.” I do not disagree with this statement and in this case these numbers support the importance of scoring first and having a lead after the first period. Naturally, every team wants to score first and maintain a lead, but I was unaware as to the amount that this influenced a game. Now that I am aware, the process moves to how am I going to use these numbers to make myself a better coach and my team more successful.

Scoring (Chances)

The game of hockey is a fast paced flow sport that demands many different actions and reactions for each player. These events can be seen and understood in many different ways and how success or failure is measured can, at times, be subjective. One of the more cut and dry areas of hockey analytics and statistics is scoring chances. Every team that plays at a high level looks at the impact of scoring chances on a game. It is safe to assume that most teams always attempt to out-chance the opponent.

What is a scoring chance? There is no universal definition, but it is a stat that is universally tracked. At UMass, we define a scoring chance as a shot from Grade-A (the area in between the faceoff dots, from the top of the circles down to the goal line) that hits the net. While this eliminates shots that hit the post and pucks that roll untouched through the crease (among others), it is the most objective way to look at scoring chances. We also look at scoring opportunities which include plays that would have been a chance if the puck was on net.

Why are scoring chances important? In hockey, the object is to score more goals than the opponent. While there are always outliers, it is safe to say that teams score more goals from the scoring area pictured than from the perimeter of the ice sheet. As a coach, I want to know how many scoring chances my team generated and how many we surrendered. I also want to know what our shooting percentage is on scoring chances and what our goalies’ save percentage is on scoring chances against. These are numbers that I can use to quantify our performance in the most important area of the ice, both offensively and defensively.

Scoring chances and scoring chance involvement can be tracked on an individual level as well. While this begins to enter the more subjective range, it is a way to see how a player is getting involved both offensively and defensively. Defensemen will often be skewed towards the negative, while Forwards will skew towards the positive, as this is the nature of their position. For this reason, individual chance performance should be measured against a few different numbers, including team averages, linemate averages, and averages per shift (40 seconds). This allows players to be fairly evaluated against the overall performance of their teammates and more specifically to the players they play with on a frequent basis.

I certainly understand and appreciate that there is much more to hockey than scoring chances, however I feel that looking at and tracking scoring chances is the most effective way to get an overall view of a team’s performance. It measures the ability of the player and the team to perform when it matters most.

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