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Position: Defense DOB: Unknown Country: USA

NCAA-W Projection

Projecting as:

Target Conference:

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NCAA Division I Women's

Projected PPG — WCHA-W

0.14

Developing (<0.25)

Base NCAAe-W PPG0.1439

Conf. Strength0.994

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W / D2W

Projected PPG — Division Avg

0.08

Developing (<0.35)

Base D3e-W PPG0.0826

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

Career Trajectory

Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG

Pre-College Seasons

Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2011-12	Bemidji High (W)	USHS-MN-W	25	0	2	2	0.080	0.0128	0.0128
2012-13	Bemidji High (W)	USHS-MN-W	24	0	5	5	0.208	0.0335	0.0335
2013-14	Bemidji High (W)	USHS-MN-W	22	2	4	6	0.273	0.0438	0.0438
2014-15	Bemidji High (W)	USHS-MN-W	24	7	6	13	0.542	0.0870	0.0870
2015-16	Bemidji High (W)	USHS-MN-W	25	3	6	9	0.360	0.0578	0.0578

NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow

College Seasons

Season	School	Conference	Year	GP	G	A	Pts	PPG
2019-20	Bemidji State	CHA-W	SR	36	2	7	9	0.250
2018-19	Bemidji State	CHA-W	JR	36	0	3	3	0.083
2017-18	Bemidji State	CHA-W	SO	36	0	3	3	0.083
2016-17	Bemidji State	CHA-W	FR	26	0	0	0	0.000
2015-16	Bemidji State	CHA-W	—	7	0	1	1	0.143
2004-05	Hamline	MIAC	JR	23	1	0	1	0.043
2003-04	Hamline	MIAC	SO	23	1	0	1	0.043
2002-03	Hamline	MIAC	FR	25	1	2	3	0.120

Historical Comparables (NCAA-W)

Player	League · Season · PPG	FR College PPG	School
Lauren Niska	USHS-MN-W · 2012-13 · 0.36 PPG	0.000	Minnesota Duluth
Kate Glover	USHS-MN-W · 2012-13 · 0.35 PPG	0.167	Harvard
Paige Michel	NE-Prep-Girls · 2012-13 · 0.11 PPG	0.348	UConn
Abby Ecker	USHS-MN-W · 2012-13 · 0.42 PPG	0.000	Bemidji State
Ellie Larson	USHS-MN-W · 2012-13 · 0.30 PPG	0.143	RIT

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.