Confidence
Belief & Self-Efficacy
Can people participate, contribute, lead, and adapt?
Measurement for Human Transformation
Identity Metrics Framework™
A measurement system for tracking identity growth, confidence, agency, belonging, resilience, AI readiness, and impact.
The Measurement System
What gets measured gets amplified.
IMF™ translates identity growth into signals leaders can observe, track, discuss, and improve.
It connects human transformation to readiness, equity, performance, trust, and AI adoption.
What IMF™ Measures
The human conditions beneath transformation.
IMF™ creates a disciplined way to understand change without reducing people to a single score.
Agency
Ownership & Action
Tracks initiative, decision confidence, and follow-through.
Belonging
Trust & Inclusion
Measures whether people feel seen, supported, safe, and connected.
Resilience
Adaptation & Recovery
Examines response to change, challenge, and disruption.
Readiness
AI & Future Preparedness
Assesses literacy, trust, capability, and willingness.
Impact
Outcomes & Behavior
Connects identity growth to participation, innovation, and performance.