How to Read a Hockey Box Score
Hockey box scores look forbidding and are mostly straightforward once you know which numbers carry information and which are decoration. Here is the sheet, line by line, in the order you will encounter it.
The scoring line
A period-by-period line looks like PSU 2-1-0 — 3: two goals in the first, one in the second, none in the third, three in total. Underneath, each goal is listed with the scorer, the assisting players in parentheses, and the time — usually elapsed time within the period, so 13:56 means thirteen minutes and fifty-six seconds after that period began.
Notations after the time tell you the situation. pp is a power-play goal, sh shorthanded, en an empty-net goal, and 5x3 a two-man advantage. A shorthanded goal is a genuinely notable event; an empty-net goal is largely a formality and should be mentally subtracted when judging how close a game actually was.
Up to two assists are credited per goal, to the last two teammates who touched the puck before the scorer. This is generous by the standards of other sports, and it is why forwards accumulate points quickly. A goal and two assists means three players get a point each.
Shots on goal
Shots are counted only if they would have entered the net without the goaltender — a shot that hits the post or sails wide is not a shot on goal. A blocked shot is not one either. This matters because shot totals are the most-quoted number in hockey and the most casually misread: a 40–20 shot advantage tells you who controlled territory, not who deserved to win.
Read shots by period rather than in total. A team outshooting an opponent 18–4 in the third period was probably chasing the game, not dominating it. Territorial control while trailing looks identical in the box score to territorial control while leading, and means something completely different.
Goaltending
The goaltending line gives time played, shots faced, and saves — often as 43-41, meaning forty-three shots faced and forty-one saved. Save percentage is saves divided by shots: .953 in that example. Anything above .920 over a season is strong; a single game above .950 usually means the goaltender was the reason for the result.
Goals-against average — goals allowed per sixty minutes — is the older statistic and the weaker one, because it measures the team as much as the goaltender. A goaltender behind a defense that concedes twenty shots a night will have a good GAA and may not be good. Save percentage is closer to a measure of the individual.
When two goaltenders appear on the line with partial times, look at why. A change after two periods usually means a pull; a change with fifty-five seconds left usually means an extra attacker at the other end.
Special teams
Power Play: PSU 2-6 means two goals on six power-play opportunities — a 33% conversion rate, which is excellent. Across a season, roughly 20% is respectable and 25% is very good. The penalty kill is the same number from the other side: a team that kills 85% of the penalties it takes has a good kill.
The penalties line — PSU 12-47, twelve penalties for forty-seven minutes — tells you about discipline and about the character of the game. Minutes far exceeding two per penalty indicate majors or misconducts, which usually means the game got away from the officials or from somebody's temper.
Faceoffs, plus-minus, and other traps
Faceoff percentage is real but small. Winning 55% of faceoffs is a genuine advantage for a centre, particularly in the defensive zone and on the power play, but it decides fewer games than the number of times it is mentioned would suggest.
Plus-minus — the goal differential while a player is on the ice at even strength — is the most abused statistic in the sport. Over a single game it is noise. Over a season it is contaminated by linemates, by usage, and by whether the coach starts a player in the offensive or defensive zone. Treat it as a rough signal about defensive forwards and ignore it entirely for anyone else.
Time on ice is more informative than any of them. It tells you what the coaching staff actually believes, which is often more reliable than what the point totals suggest. A freshman defenseman playing twenty-two minutes a night is a good player regardless of what any other column says.
Reading a season, not a game
Single-game box scores are mostly narrative. Season-level numbers begin to describe a team: shots for and against per game, special-teams percentages, and — for college hockey specifically — how a team performs in one-goal games, which is the closest thing to a measure of nerve. Penn State's varsity identity has consistently been built on shot volume and tempo, and the season sheets show it more clearly than any single night ever does.
The archive of the 2004–05 Icers season preserved on this site is a good place to practise. Those game reports carry full shot totals, power-play lines and goaltending numbers in the same format used today — twenty years old, and still perfectly legible once you know the grammar.