| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Muskegon Lumberjacks | USHL | 57 | 6 | 14 | 20 | 0.351 | 0.2235 | 0.2313 | 1.0515 | 1.0882 |
| 2012-13 | Muskegon Lumberjacks | USHL | 62 | 20 | 20 | 40 | 0.645 | 0.4109 | 0.4034 | 1.9335 | 1.8981 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Michigan State | D1 | BigTen | SR | 35 | 6 | 8 | 14 | 0.400 |
| 2015-16 | Michigan State | D1 | BigTen | JR | 37 | 11 | 12 | 23 | 0.622 |
| 2014-15 | Michigan State | D1 | BigTen | SO | 35 | 5 | 15 | 20 | 0.571 |
| 2013-14 | Michigan State | D1 | BigTen | FR | 36 | 6 | 6 | 12 | 0.333 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.