E-Learning Glossary Learning Analytics

Learning Analytics

Sara Heegaard May 25, 2026 2 min read

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What are learning analytics?

Learning analytics are the collection, measurement, and analysis of data about learner training performance. When learning and development teams examine metrics such as performance, behavioral, engagement, and demographic data, they gain insights into how employees learn and apply that knowledge. Learning analytics provide L&D teams a comprehensive picture of training programs performance across the organization.

Example: Our team uses learning analytics to understand skills gaps and revise training when we see underperformance in certain areas. The data help us improve results over time.

Why are learning analytics important?

Learning analytics are important because they provide L&D teams with the data they need to make smarter decisions about their training programs. Training data analytics helps learning and development teams identify which courses are most effective, where learners struggle with concepts, and which content drives skill development and behavior change. A deep dive into completion, assessment performance, time spent and drop offs offer L&D leaders indicators to help pinpoint gaps, identify improvement areas, and demonstrate ROI to stakeholders. Learning analytics allow training leaders to shift from a reactive function to a strategic one. These data help training departments plan for, and demonstrate connection to, business goals and metrics.

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