Individual patterns
See how task structure and changing conditions appear to influence one learner's performance.
The education product surfaces cognitive interaction patterns that can support the professional judgment of teachers and learning specialists.
Hap Pines analyzes how different learners respond to pacing, cues, feedback and challenge structure, helping educators identify where the same instructional condition produces different performance patterns.
See how task structure and changing conditions appear to influence one learner's performance.
Explore aggregate trends without assuming every learner should respond to one method.
Use observed patterns as hypotheses for different explanation, pacing and challenge structures.
A subset of learners maintained accuracy after difficulty increased but showed slower response times when instructions became text-heavy.
Introduce the next concept visually, then compare comprehension and pace against the previous format.