learning analytics

Definition

The collection and analysis of student data—from login times to quiz scores—to predict success, identify struggling students, or justify administrative decisions. Big Brother meets big data in the classroom.

Example Usage

The learning analytics dashboard flagged me as 'at risk' because I haven't logged into the LMS in three days, triggering an automated concern email.

Origin

Emerged in the 2000s with widespread adoption of learning management systems and educational data mining

Fun Fact

Learning analytics can predict with 70-80% accuracy which students will fail a course by week three, raising ethical questions about intervention versus self-fulfilling prophecies.

Source: Society for Learning Analytics Research documentation

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