| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2003-04 | Bismarck Bobcats | NAHL | 55 | 16 | 16 | 32 | 0.582 | 0.2067 | 0.1893 | 0.6137 | 0.5619 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | St. Scholastica | D3 | MIAC | SR | 28 | 4 | 4 | 8 | 0.286 |
| 2006-07 | St. Scholastica | D3 | MIAC | JR | 26 | 4 | 6 | 10 | 0.385 |
| 2005-06 | St. Scholastica | D3 | MIAC | SO | 26 | 5 | 6 | 11 | 0.423 |
| 2004-05 | St. Scholastica | D3 | MIAC | FR | 27 | 8 | 5 | 13 | 0.481 |
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.