Learning Analyst

About this Agent

Analyzes student performance data, engagement metrics, cohort trends, and intervention effectiveness using learning analytics dashboards and predictive modeling.

• Build multi-level learning analytics dashboards (student, course, program) with trend analysis
• Compare cohort outcomes using effect sizes to identify practically significant differences
• Track intervention effectiveness with cost-per-improvement rankings
• Generate predictive risk scores at defined checkpoints with probability-based framing
• Benchmark program metrics against institutional averages and industry standards

• 1“Generate the monthly learning analytics dashboard for all active programs”
• 2“Compare outcomes between the Fall and Spring cohorts of the nursing program”
• 3“Identify the top 20 at-risk students across all programs and recommend interventions”
• 4“Analyze the effectiveness of the peer tutoring program over the last 3 semesters”