Quantifying Character: The Missing Link in Prospect Evaluation
- ahamernick
- Nov 9
- 2 min read
In a recent episode of The Art of Team Building on the Glass and Out Podcast, Minnesota Wild GM Bill Guerin made it clear: whether it’s the draft, free agency, or trades —
"Character is the number one criterion."
-- Bill Guerin, GM Minnesota Wild
Guerin emphasized that high-character players:
Put everything into their development
Behave like professionals
Care for teammates and play for each other
Do the right thing at the right time
Accept different roles without resistance
Many NHL organizations echo this philosophy. Yet despite its importance, character remains the most under-measured and misunderstood variable in prospect evaluation. There’s surprisingly little discussion about how character is actually identified, measured, and translated into long-term performance. The league average success rate for NHL teams at the amateur draft typically falls in the low 20’s.
The Selection Equation: Skill + Character = Prospect Rank
From decades in human resources and our work with NHL teams, we’ve seen that the best organizations use evidence-based processes to reduce bias, mitigate risk, and improve selection success.
Selection is a two-part equation:
Technical Variable: Quantitative data, scouting reports, game stats, combine results, on/off-ice testing
Character Variable: Often qualitative, subjective, and inconsistently gathered
Errors in selection most frequently occur on the character side. Why?
Technical data is abundant and discrepancies are easy to spot
Character data is sparse, anecdotal, often biased, and discrepancies are hard to detect
Interviews and due diligence lack specificity and linkage to key performance requirements
Psychometric assessments offer useful insights, but standard reports often lack the depth to connect traits to role-specific standards
The Missing Piece: Quantifying Character
At CoreFive Analytics, we specialize in bridging this gap. Our approach turns character analytics into a strategic asset to acquire and develop the human capital needed to build resilient, high-performing organizations.



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