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Bella Shipley Elite Prospects ↗

Position: Forward DOB: 2005-09-27 Country: USA

NCAA-W Projection

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Detected conference: () — projections will update automatically.

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NCAA Division I Women's

Projected PPG — WCHA-W

0.14

Developing (<0.25)

Base NCAAe-W PPG0.1597

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.32

Developing (<0.35)

Base D3e-W PPG0.3748

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

18%

NCAA D1W

NCAA D3W

82%

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
2020-21	Maple Grove High (W)	USHS-MN-W	19	4	6	10	0.526	0.0795	0.0795
2021-22	Maple Grove High (W)	USHS-MN-W	30	14	34	48	1.600	0.2416	0.2416
2022-23	Maple Grove High (W)	USHS-MN-W	27	21	33	54	2.000	0.3020	0.3020
2023-24	Maple Grove High (W)	USHS-MN-W	31	29	29	58	1.871	0.2825	0.2825

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
2025-26	Minnesota State	CHA-W	SO	33	0	2	2	0.061
2024-25	Minnesota State	CHA-W	FR	35	6	1	7	0.200

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Liz Schepers	USHS-MN-W · 2013-14 · 1.84 PPG	0.410	Ohio State
Lindsay Roethke	USHS-MN-W · 2012-13 · 1.96 PPG	0.027	UConn
Paige Voight	USHS-MN-W · 2013-14 · 1.76 PPG	0.559	Merrimack
Amy Petersen	USHS-MN-W · 2012-13 · 1.92 PPG	0.784	Penn State
Mariah Gardner	USHS-MN-W · 2013-14 · 1.74 PPG	0.071	Minnesota State

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Maddie Kolbow	2014-15 · 1.08 PPG	0.633	Hamline	MIAC
Tory Heller	2011-12 · 1.68 PPG	0.407	Wisconsin-Eau Claire	WIAC
Abigail Chamernick	2021-22 · 1.37 PPG	0.500	Hamline	MIAC
Samantha O'Brien	2011-12 · 1.71 PPG	—	Augsburg	MIAC
Elizabeth Bauer	2013-14 · 0.96 PPG	0.714	Wisconsin-Eau Claire	WIAC

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.