Learning ROI

Estimated business value returned relative to learning investment.

(Benefit estimate − Learning cost) / Learning cost

Is our learning investment producing measurable value?

Benefit estimation requires explicit assumptions and guardrails.

• Business unit
• Geography
• Function
• Grade or level

• Trend over time
• Segment comparison
• Distribution

Program prioritization, vendor selection, and content retirement.

Claiming causation from correlation alone.