🔬 Research Data Export
NDMU IRB #2025-0847 -- Designed for FERPA compliance -- De-identified
Data Use Agreement
All exported data is de-identified per FERPA and approved under IRB #2025-0847. Student IDs are replaced with random hashes. Teacher names are replaced with anonymized codes. Data may only be used for the approved research purpose: "EdTech Fatigue as a Third-Order Barrier to Technology Adoption."
Sprint Performance Data
All sprint attempts with scores, difficulty, standards, timestamps
12,847 rowsCSV4.2 MB
Mastery Trajectories
Student x standard mastery over time
3,420 rowsCSV1.8 MB
Pulse Survey Responses
Anonymized mood/energy/engagement data
8,203 rowsCSV2.1 MB
GAR Scores (Teacher)
All teacher GAR calculations with confidence intervals
72 rowsCSV0.3 MB
EdTech Fatigue Scores
Teacher fatigue subscale scores (anonymized)
24 rowsCSV0.1 MB
Studio Project Metadata
Project types, plays, likes, subject tags (no student PII)
1,456 rowsCSV0.8 MB
Engagement Metrics
Daily login, time-on-task, feature usage events
45,200 rowsCSV8.7 MB