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Ashley Effertz Elite Prospects ↗

Position: Defense DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.17

Developing (<0.25)

Base NCAAe-W PPG0.1811

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.47

Average (0.35–0.65)

Base D3e-W PPG0.4991

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	Buffalo High	USHS-MN-W	25	8	9	17	0.680	0.1027	0.1027
2012-13	Buffalo High	USHS-MN-W	19	9	5	14	0.737	0.1113	0.1113
2013-14	Buffalo High	USHS-MN-W	25	8	13	21	0.840	0.1268	0.1268
2014-15	Buffalo High	USHS-MN-W	24	9	10	19	0.792	0.1195	0.1195

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	Wisconsin-River Falls	WIAC	SR	29	4	13	17	0.586
2017-18	Wisconsin-River Falls	WIAC	JR	4	1	2	3	0.750
2016-17	Wisconsin-River Falls	WIAC	SO	24	2	4	6	0.250
2015-16	Wisconsin-River Falls	WIAC	FR	22	2	8	10	0.455

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Allison Roethke	USHS-MN-W · 2012-13 · 0.80 PPG	0.000	Quinnipiac
Taylor Flaherty	USHS-MN-W · 2012-13 · 0.76 PPG	0.000	North Dakota
Emma Turbyville	NE-Prep-Girls · 2013-14 · 0.39 PPG	0.040	St. Cloud State
Kenzie Prater	USHS-MN-W · 2012-13 · 0.83 PPG	0.432	Quinnipiac
Ebba Strandberg	SDHL · 2012-13 · 0.11 PPG	0.333	Maine

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Dani Weiland	2024-25 · 0.96 PPG	0.300	Wisconsin-Stevens Point	WIAC
Mollie Koch	2024-25 · 0.72 PPG	—	Saint Mary's	MIAC
Charlotte Bellmont	2024-25 · 0.69 PPG	—	Saint Benedict	MIAC
Harper Poehling	2024-25 · 1.13 PPG	0.263	Wisconsin-Eau Claire	WIAC
Tallulah Bryant	2022-23 · 1.00 PPG	0.273	Lake Forest	NCHA

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.