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Logan Harper Elite Prospects ↗

Position: Forward DOB: 1996-11-21 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.13

Developing (<0.25)

Base NCAAe-W PPG0.1552

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.31

Developing (<0.35)

Base D3e-W PPG0.3588

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	Warren Township High	USHS-W	28	27	11	38	1.357	0.1152	0.1201
2012-13	Warren Township High	USHS-W	11	9	5	14	1.273	0.1081	0.1082
2013-14	Warren Township High	USHS-W	13	14	3	17	1.308	0.1110	0.1051
2014-15	Boston Shamrocks	JWHL-U19	28	2	1	3	0.107	0.0416	0.0390

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
2017-18	Wisconsin-Stevens Point	WIAC	JR	6	0	0	0	0.000
2016-17	Wisconsin-Stevens Point	WIAC	SO	27	3	11	14	0.519
2015-16	Wisconsin-Stevens Point	WIAC	FR	24	4	3	7	0.292

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Katie McMillan	USHS-MN-W · 2012-13 · 0.24 PPG	0.314	Penn State
Lucy Burton	USHS-MN-W · 2012-13 · 0.24 PPG	0.000	Yale
Lexi Edwards	USHS-MN-W · 2012-13 · 0.24 PPG	0.323	Sacred Heart
Morgan McKim	NE-Prep-Girls · 2013-14 · 0.10 PPG	0.087	Cornell
Katie Huntington	USHS-MN-W · 2012-13 · 0.20 PPG	0.000	Quinnipiac

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Lydia Walsh	2022-23 · 0.25 PPG	—	Elmira	UCHC
Anika Mader	2021-22 · 0.25 PPG	—	Gustavus Adolphus	MIAC
Sophie Johnson	2023-24 · 0.77 PPG	0.143	St. Scholastica	NCHA
Caroline Thompson	2022-23 · 0.31 PPG	0.320	Southern Maine	NEHC
Emilie Smolders	2013-14 · 0.25 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.