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Hadley Malcolmson Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.23

Developing (<0.25)

Base NCAAe-W PPG0.2696

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.55

Average (0.35–0.65)

Base D3e-W PPG0.6434

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

NCAA D1W

NCAA D3W

95%

Club / Other

Based on 40 comparable players

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
2016-17	Brookfield Glacier	USHS-W	20	38	16	54	2.700	0.2292	0.2292
2018-19	Brookfield Glacier	USHS-W	16	24	20	44	2.750	0.2335	0.2335
2019-20	—	USHS-W	22	41	16	57	2.591	0.2200	0.2200

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	Wisconsin-River Falls	WIAC	SO	10	3	5	8	0.800
2020-21	Wisconsin-River Falls	WIAC	FR	11	1	3	4	0.364

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Demi Gardner	USHS-MN-W · 2013-14 · 1.55 PPG	0.250	Minnesota State
Sara Hjalmarsson	SDHL · 2012-13 · 0.20 PPG	0.657	Providence
Brooklynn Schugel	USHS-MN-W · 2012-13 · 1.54 PPG	0.270	Minnesota Duluth
Taylor Wente	USHS-MN-W · 2013-14 · 1.54 PPG	0.658	Minnesota
Sydney Brodt	USHS-MN-W · 2013-14 · 1.54 PPG	0.600	Minnesota Duluth

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Rylan Kissel	2024-25 · 1.11 PPG	0.577	Bethel	MIAC
Marta Mazzocchi	2022-23 · 0.90 PPG	0.727	Trinity	NESCAC
Ellie Woodman	2013-14 · 1.79 PPG	0.360	Concordia (WI)	NCHA
Katherine Bell	2021-22 · 1.35 PPG	0.478	Wisconsin-River Falls	WIAC
Michaela Crowley	2014-15 · 1.62 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.