Adoption & Enablement Metrics (Kirkpatrick Model)
Measuring training effectiveness and technology adoption using the four-level Kirkpatrick framework: reaction, learning, behavior, and results.
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Why It Matters
Organizations deploying AI tools need rigorous measurement of whether employees actually adopt and benefit from them; this skill ensures AI investments translate to real behavioral change and ROI.
How to Get Started
Read "Kirkpatrick's Four Levels of Training Evaluation" by James and Wendy Kirkpatrick, then design a Level 3 (behavior) measurement plan for a recent tool rollout at your organization.
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