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Kelsey Crow Elite Prospects ↗

Position: Defense DOB: 1996-10-27 Country: USA
NCAA-W Projection

NCAA Division I Women's

Projected PPG — WCHA-W
0.32
Average (0.25–0.45)
Base NCAAe-W PPG0.3400
Conf. Strength0.994
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W / D2W

Projected PPG — Division Avg
0.35
Developing (<0.35)
Base D3e-W PPG0.3683
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).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2011-12 Minnetonka High (W) USHS-MN-W 25 4 8 12 0.480 0.0771 0.0771
2012-13 Minnetonka High (W) USHS-MN-W 25 5 7 12 0.480 0.0771 0.0771
2013-14 Minnetonka High (W) USHS-MN-W 25 5 16 21 0.840 0.1349 0.1349
2014-15 Minnetonka High (W) USHS-MN-W 25 6 21 27 1.080 0.1734 0.1734
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
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-W)

PlayerLeague · Season · PPG FR College PPGSchool
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
Grace Bizal USHS-MN-W · 2012-13 · 1.16 PPG 0.268 Boston College
Kenzie Prater USHS-MN-W · 2012-13 · 0.83 PPG 0.432 Quinnipiac

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.