Analyzing Student Performance¶
This section builds on "Understanding Student Progress" by going deeper into the analytics tools and how to diagnose specific issues using Q-Orb data.
The Reports Page (Alternative Analytics View)¶
In addition to Student Insights, some teachers prefer the Reports page for a different angle on the data.
How to access: Sidebar → "Reports" or "Analytics"
What you'll find: - Date range filtering: View data for last 7, 30, 90 days, or all time - Studio statistics: Student count, total exercises assigned/completed, completion rate, average scores - Charts: - Exercise completion by student level: Pie chart showing beginner vs. intermediate vs. advanced exercise completions - Progress over time: 6-month line chart of average scores - Skill focus distribution: Bar chart showing which skills students are working on most - Tables: - Top 5 most assigned exercises: With assignment counts - Top 5 most active students: With completion counts
When to use Reports vs. Student Insights: - Reports: Better for studio-wide trends, comparing cohorts, preparing for admin meetings - Student Insights: Better for individual student deep-dives and day-to-day teaching decisions
Diagnosing Issues with Metrics¶
When a student's progress stalls or metrics look unusual, use Q-Orb data to diagnose:
Issue: Student says they're improving but metrics don't show it
Possible causes: - They're confusing "feeling more comfortable" with "technical improvement" - They're practicing exercises that are too easy (no challenge = no growth) - They're not recording enough attempts (low sample size = unreliable data)
What to do: - Show them the data: "Your overall score has been flat at 70% for a month. Let's figure out why." - Level up exercises: "You've mastered these — time for harder challenges" - Increase recording frequency: "Try to record each exercise 3-5 times per session"
Issue: One metric is drastically worse than others
Example: Pitch accuracy 90%, timing precision 88%, note precision 45%
What this means: The student has a specific weakness (in this case, articulation/clarity). Their pitch and timing are solid, but they're sloppy with note boundaries.
What to do: - Focus lessons on the weak metric: "We're going to work on clean onsets and releases" - Assign exercises targeting that skill - Track progress on just that metric for a few weeks
Issue: Success rate is very low (under 60%)
Possible causes: - Poor recording environment (background noise) - Microphone issues (permissions, hardware) - Exercises are way too hard (student is barely singing) - Student is stopping mid-exercise (incomplete attempts)
What to do: - Ask about recording setup: "Where are you practicing? Is it quiet?" - Test with them: Have them record during a lesson so you can troubleshoot - Reassign easier exercises if needed - Teach them to complete full attempts: "Even if it feels rough, sing all the way through"
Comparing Students (Use Carefully)¶
Student Insights lets you see all students at once, which can tempt comparisons. Be very careful with this.
Healthy comparisons: - "Most of my students are in the 70-80% range, which is normal for intermediate singers" - "This student is progressing faster than usual — I should keep them challenged" - "Three students are all struggling with timing — maybe I need to teach rhythm differently"
Unhealthy comparisons: - "Student A is better than Student B" (they have different baselines, voices, and starting points) - Showing students each other's data (violates privacy and creates competition) - Judging students based solely on metrics (context matters)
Remember: Q-Orb measures growth, not absolutes. A student with lower scores who's improving rapidly is doing great, even if someone else has higher scores.