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Hayley Walsh Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.12

Developing (<0.25)

Base NCAAe-W PPG0.1345

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.30

Developing (<0.35)

Base D3e-W PPG0.3460

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
2010-11	West Fargo High	USHS-W	26	9	16	25	0.962	0.0794	0.0794
2011-12	West Fargo High	USHS-W	26	34	17	51	1.962	0.1620	0.1620
2012-13	West Fargo High	USHS-W	25	44	46	90	3.600	0.2974	0.2974

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
2013-14	Wisconsin-River Falls	WIAC	FR	31	1	5	6	0.194

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Lindsay Roethke	USHS-MN-W · 2012-13 · 1.96 PPG	0.027	UConn
Sierra Alarid	USHS-W · 2012-13 · 3.69 PPG	0.188	Post
Emily Bergland	USHS-MN-W · 2013-14 · 2.04 PPG	0.114	Bemidji State
Catherine Skaja	USHS-MN-W · 2012-13 · 2.08 PPG	0.342	Minnesota
Rebekah Kolstad	USHS-MN-W · 2012-13 · 2.09 PPG	0.057	North Dakota

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Samantha Young	2016-17 · 1.86 PPG	0.455	Wisconsin-River Falls	WIAC
Morgan Bolin	2012-13 · 1.50 PPG	0.560	Marian	NCHA
Callen Naasz	2011-12 · 1.40 PPG	0.600	Augsburg	MIAC
Alyssa Heim	2015-16 · 2.10 PPG	—	Wisconsin-Eau Claire	WIAC
Brynn Puppe	2016-17 · 1.52 PPG	0.560	Williams	NESCAC

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.