EdTech Fatigue Monitor
Dissertation research instrument - Period 3, 10th Grade ELA
Class Fatigue Index
32
-2 this week
Healthy
12
Fatigue index < 30
At Threshold
5
Fatigue index 30-60
High Risk
3
Fatigue index > 60
🔬
Research Mode Active
Fatigue Index = composite of: task completion latency (30%), platform avoidance events (25%), pulse survey valence (25%), session length decay (20%). Methodology per Costa (2026) EdD dissertation.
| Student | Fatigue Index | Trend | Completion | Logins/wk | Avg Session | Valence | Status |
|---|---|---|---|---|---|---|---|
| Isaiah Foster | 82 | +4 | 18% | 2/7 | <5 min | �������� | critical |
| Tyler Brooks | 78 | +5 | 22% | 2/7 | <5 min | �������� | critical |
| Jordan Lee | 62 | +4 | 38% | 3/7 | 5-10 min | �������� | high |
| Aaliya Hassan | 48 | +2 | 52% | 4/7 | 5-10 min | �������� | elevated |
| Ryan Kim | 39 | +1 | 61% | 5/7 | 10-18 min | �������� | moderate |
| Jamal Thompson | 35 | +1 | 65% | 5/7 | 10-18 min | �������� | moderate |
| Destiny Moore | 32 | +1 | 68% | 5/7 | 10-18 min | �������� | moderate |
| Carlos Mendez | 31 | +1 | 69% | 5/7 | 10-18 min | �������� | moderate |
| DeAndre Washington | 29 | +1 | 71% | 6/7 | 10-18 min | �������� | mild |
| Marcus Johnson | 28 | +1 | 72% | 6/7 | 10-18 min | �������� | mild |
| Liam O'Brien | 27 | +1 | 73% | 6/7 | 10-18 min | �������� | mild |
| Zoe Henderson | 25 | +1 | 75% | 6/7 | 10-18 min | �������� | mild |
| Sofia Reyes | 22 | +1 | 78% | 6/7 | 20-30 min | �������� | mild |
| Ethan Park | 20 | +1 | 80% | 6/7 | 20-30 min | �������� | mild |
| Emma Davis | 18 | +1 | 82% | 6/7 | 20-30 min | �������� | none |
| Maya Singh | 16 | +1 | 84% | 6/7 | 20-30 min | �������� | none |
| Naomi Clarke | 15 | 0 | 85% | 6/7 | 20-30 min | �������� | none |
| Aaliyah Williams | 12 | +1 | 88% | 7/7 | 20-30 min | �������� | none |
| Amara Osei | 11 | 0 | 89% | 7/7 | 20-30 min | �������� | none |
| Priya Patel | 10 | 0 | 90% | 7/7 | 20-30 min | �������� | none |