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Kelsey Ryan Elite Prospects ↗

Position: Forward DOB: 1998-03-05 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.26

Average (0.25–0.45)

Base NCAAe-W PPG0.3066

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.57

Average (0.35–0.65)

Base D3e-W PPG0.6670

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
2014-15	Lawrence Academy	NE-Prep-Girls	27	5	11	16	0.590	0.1916	0.1916
2015-16	Lawrence Academy	NE-Prep-Girls	28	15	12	27	0.960	0.3118	0.3118
2016-17	Lawrence Academy	NE-Prep-Girls	29	17	36	53	1.830	0.5944	0.5944

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
2021-22	UMass Boston	MASCAC	JR	20	5	5	10	0.500
2019-20	UMass Boston	MASCAC	SO	26	10	7	17	0.654
2018-19	UMass Boston	MASCAC	FR	26	3	4	7	0.269

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Nicole Schammel	USHS-MN-W · 2012-13 · 4.16 PPG	0.611	Minnesota State
Saana Valkama	SMLIIGA-W · 2012-13 · 1.43 PPG	0.314	Vermont
Brooke Avery	NE-Prep-Girls · 2012-13 · 2.00 PPG	0.062	New Hampshire
Jessie Aney	USHS-MN-W · 2013-14 · 4.36 PPG	0.267	UConn
Kelly Pannek	USHS-MN-W · 2012-13 · 3.45 PPG	1.073	Minnesota

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Jordan Hansen	2015-16 · 1.16 PPG	1.067	Hamline	MIAC
Dani Sibley	2011-12 · 1.68 PPG	0.733	Wisconsin-River Falls	WIAC
Ashlyn Abrahamson	2021-22 · 1.35 PPG	0.923	Hamline	MIAC
Rilee Winters	2021-22 · 1.23 PPG	1.000	Wisconsin-Eau Claire	WIAC
Madison Nipper	2016-17 · 3.42 PPG	0.360	New England College	NEHC

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.