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Mackenna Emery Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.17

Developing (<0.25)

Base NCAAe-W PPG0.1971

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.41

Average (0.35–0.65)

Base D3e-W PPG0.4776

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

NCAA D1W

NCAA D3W

92%

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
2014-15	South St. Paul High (W)	USHS-MN-W	25	1	1	2	0.080	0.0121	0.0121
2015-16	South St. Paul High (W)	USHS-MN-W	25	14	12	26	1.040	0.1570	0.1570
2016-17	South St. Paul High (W)	USHS-MN-W	25	11	10	21	0.840	0.1268	0.1268
2017-18	South St. Paul High (W)	USHS-MN-W	26	26	16	42	1.615	0.2439	0.2439

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	Hamline	MIAC	FR	1	0	0	0	0.000

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Sophia Kunin	USHS-MN-W · 2013-14 · 1.62 PPG	0.425	Wisconsin
Brooke Madsen	USHS-MN-W · 2012-13 · 1.60 PPG	0.600	Penn State
Lydia Passolt	USHS-MN-W · 2013-14 · 1.60 PPG	0.095	Bemidji State
Taylor Williamson	USHS-MN-W · 2012-13 · 1.64 PPG	0.395	Minnesota
Emily Gunderson	USHS-MN-W · 2013-14 · 1.64 PPG	0.171	Lindenwood

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Emily Heid	2013-14 · 1.00 PPG	0.593	Wisconsin-Superior	WIAC
Abigail Chamernick	2022-23 · 1.17 PPG	0.500	Hamline	MIAC
Grace Karakas	2023-24 · 1.38 PPG	0.417	SUNY Cortland	SUNYAC
Amanda Broman	2012-13 · 1.18 PPG	0.500	St. Scholastica	NCHA
Kelly Seymour	2010-11 · 1.48 PPG	—	Saint Mary's (MN)	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.