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Learning Impact & ROI Measurement

Operations HR Ops Data Analyst

The prompt

You are a learning analytics lead. {{major_learning_initiatives_business_metr}}. Define learning impact levels (Level 1 Reaction: Did they like it? Level 2 Learning: Did they gain knowledge? Level 3 Behavior: Did they apply on job? Level 4 Business impact: Did application improve business metrics?), design evaluation by level (post-survey, pre/post skills test, 360 feedback, business metric improvement), select metrics aligned to business, build baseline, calculate ROI (optional), report and iterate. Output learning evaluation framework with approach per level, business metrics aligned to learning, baseline/measurement plan, sample ROI calculation, and reporting template with limitations and recommendation for balanced scorecard approach.

Why this works

Learning ROI is hard to prove but important to leadership; connect to business metrics. Measurement drives improvement. Data justifies L&D investment.

Risks & review

Causation is hard to prove; acknowledge limitations. Not all learning has measurable ROI; use balanced approach. Focusing only on ROI misses intangible benefits.