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Kelsey Crow Elite Prospects ↗

Position: Defense DOB: 1996-10-27 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.32

Average (0.25–0.45)

Base NCAAe-W PPG0.3381

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.73

Strong (0.65–1.00)

Base D3e-W PPG0.7699

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	Minnetonka High (W)	USHS-MN-W	25	4	8	12	0.480	0.0725	0.0725
2012-13	Minnetonka High (W)	USHS-MN-W	25	5	7	12	0.480	0.0725	0.0725
2013-14	Minnetonka High (W)	USHS-MN-W	25	5	16	21	0.840	0.1268	0.1268
2014-15	Minnetonka High (W)	USHS-MN-W	25	6	21	27	1.080	0.1631	0.1631

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
2018-19	Penn State	WCHA-W	SR	35	1	15	16	0.457
2017-18	Penn State	WCHA-W	JR	35	4	11	15	0.429
2016-17	Penn State	WCHA-W	SO	26	3	5	8	0.308
2015-16	Penn State	WCHA-W	FR	25	2	2	4	0.160

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Lauren Boyle	USHS-MN-W · 2013-14 · 1.08 PPG	0.486	Ohio State
Taylor Turnquist	USHS-MN-W · 2013-14 · 1.08 PPG	0.171	Clarkson
Kate Hallett	USHS-MN-W · 2012-13 · 1.08 PPG	0.100	Harvard
Katie Robinson	USHS-MN-W · 2012-13 · 1.08 PPG	0.129	Minnesota
Mekenzie Steffen	USHS-MN-W · 2012-13 · 1.04 PPG	0.350	Wisconsin

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Maddie McCollins	2018-19 · 1.04 PPG	0.379	Wisconsin-River Falls	WIAC
Delaney Carle	2013-14 · 1.14 PPG	0.346	Nazareth	UCHC
Delaney Kingsland	2018-19 · 0.71 PPG	0.556	Lawrence	NCHA
Tori Thompson	2014-15 · 1.65 PPG	0.240	St. Catherine	MIAC
Tala Gallaga	2010-11 · 1.00 PPG	—	St. Olaf	MIAC

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.