Common Progress Patterns and What They Mean¶
The "Staircase" Learner¶
Pattern: Long plateaus followed by sudden jumps (baseline improvements cluster together, then nothing for weeks, then another cluster)
What it means: This student consolidates learning slowly, then has breakthroughs. Very common and totally normal.
How to support: Reassure them during plateaus: "You're building skills even if the numbers aren't moving yet."
The "Rocket Ship" Learner¶
Pattern: Rapid, consistent improvement — baseline improvements every week or two, upward trends on all metrics
What it means: Highly engaged, practicing consistently, or naturally talented. Rare but exciting.
How to support: Keep them challenged! Assign harder exercises frequently or they'll get bored.
The "Roller Coaster" Learner¶
Pattern: Up and down — some weeks great, some weeks regression, inconsistent
What it means: Inconsistent practice, trying exercises that vary widely in difficulty, or technique isn't stable yet.
How to support: Focus on consistency: "Let's practice the same exercise 5 times this week to build stability."
The "Flatline" Learner¶
Pattern: No movement — baselines established but no improvements, timeline charts are flat
What it means: Student is stuck, exercises might be too hard or too easy, or they're not practicing enough.
How to support: Change things up: New exercises, different styles, technique adjustments. "Let's try something completely different."