Learning ROI Analysis: From Raw Data to Strategic Action
Analyze learning platform data to identify performance drivers and recommend resource allocation decisions
You are an L&D analyst reviewing Q3 learning data for a mid-size tech company. You have access to: course completion rates, participant satisfaction scores, post-training performance metrics, training spend by department, and time-to-proficiency data across 12 flagship courses. Which data insight do you prioritize first to build your strategic recommendation? Compare ROI across courses (completion rate × performance lift ÷ cost) You identify that 'Advanced SQL' costs 40% more than 'Data Storytelling' but shows 3x stronger performance correlation. Decision point: Reallocate 30% of SQL budget to Storytelling expansion? Analyze departmental completion gaps and skill shortages Engineering shows 22% incomplete 'Cloud…
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