Student Wellbeing & Safety
โฆ AI Insights Active
1,198 bands online
๐จ
SUBSTANCE FLAG โ Grade 11: Student S-0847 showing biometric pattern consistent with stimulant use (RHR 128, HRV 12ms, temp +1.8ยฐC). Flagged during Period 3. School nurse notified.
ACTIVE
๐
WELFARE CONCERN: Student S-1102 โ 5 consecutive nights below 4h sleep, recovery scores declining (now 14%), near-zero physical activity. Pattern matches depression/withdrawal indicators. Counselor flagged.
URGENT
Avg Recovery
68%
โ 4% from last week
Active Alerts
8
2 critical ยท 3 welfare ยท 3 health
Avg Sleep
6.8h
โ 22m below target
Stress Flags
34
Students with elevated stress today
Substance Flags
3
This month ยท 1 active
Band Compliance
96.4%
1,198 / 1,243 active
Students of Concern โ Biometric Flags PRIORITY
| Student | Year | Recovery | Sleep | RHR | HRV | Stress | Flag | Status | |
|---|---|---|---|---|---|---|---|---|---|
S |
S-0847 | Yr 11 | 8% | 3.2h | 128 bpm | 12 ms | Extreme | Substance | |
S |
S-1102 | Yr 10 | 14% | 3.8h | 82 bpm | 18 ms | High | Welfare | |
S |
S-0394 | Yr 12 | 28% | 4.5h | 94 bpm | 24 ms | High | Exam stress | |
S |
S-0621 | Yr 9 | 32% | 5.1h | 98 bpm | 22 ms | Elevated | Bullying? | |
S |
S-0188 | Yr 11 | 38% | 4.8h | 86 bpm | 34 ms | Moderate | Illness | |
S |
S-0952 | Yr 13 | 35% | 4.1h | 88 bpm | 28 ms | Elevated | Sleep debt |
Substance Detection AI โฆ Pattern Analysis
Detects biometric anomalies consistent with substance use โ alcohol, nicotine, stimulants, cannabis
0847
Stimulant Pattern
RHR spike 128, HRV crash 12ms, temp +1.8ยฐC
0733
Nicotine/Vaping
Repeated micro RHR spikes, HRV dips during breaks
1204
Alcohol (Weekend)
Monday: RHR +22, HRV -40%, poor sleep architecture
AI Note: 14-day personal baselines per student. Flags multi-metric deviations >2ฯ. Nicotine/vaping detection uses break-time RHR micro-spike patterns. Weekend alcohol inferred from Monday biometric hangovers.
Stress Levels by Year Group Today
AI Alert: Year 12-13 stress is 3.2x higher than Year 7-8. Correlates with mock exam period (Mar 10-21). 18 students in Year 13 have recovery scores below 30% โ recommend pastoral check-in.
Positive: Year 7-8 stress levels are lowest this semester โ after-school activity programme correlates with +15% avg recovery in participants.
School-Day Stress Heatmap โ By Period โฆ All Students
Arr.P1P2BreakP3P4LunchP5P6Dep.
Calm
Stressed
โฆ AI: P3-P4 shows consistent stress spike across upper years โ may relate to subject difficulty/testing
Student Sleep Analysis Population
Avg Duration
6.8h
Target: 8-10h (teens)
<6h Sleep
187
15% of students
Avg Bedtime
11:42p
Recommended: 10pm
Avg Deep Sleep
1h 12m
Target: 1h 30m+
Sleep by Year Group
Critical: Year 12-13 average 5.6h sleep โ 44% below NHS recommendation of 8-10h for teens. Strong correlation (r=-0.78) between sleep debt and declining grades. 42 students averaging <5h require intervention.
Social Stress & Bullying Indicators โฆ AI
Detects recurring stress spikes tied to specific times/locations, and sudden behavioral shifts that may indicate bullying
S-0621 โ Year 9
Stress spikes every day at lunch and during P5. HRV drops 45% vs baseline. Sleep declining for 3 weeks. Social interaction pattern changed.
S-0445 โ Year 8
New pattern: stress spikes at morning arrival, resolves by P2. Started 2 weeks ago. Recovery trending down.
S-0889 โ Year 10
Group stress: 4 students in same class show correlated stress spikes during PE. May indicate peer conflict.
How it works: AI looks for location-locked stress (same time/place daily), social proximity stress (groups), sudden baseline shifts, and sleep/recovery collapse without physical cause. Alerts pastoral team for human follow-up.
Recovery โ Academic
Correlation between WHOOP recovery scores and academic performance
Correlation
r = 0.71
Strong positive
Avg recovery score by academic performance quartile
AI: Students with >70% avg recovery score 23% higher on assessments. Each additional hour of sleep = +0.15 GPA points on average.
Exam Period Biometric Impact Mock Exams: Mar 10-21
Avg Recovery
52%
โ 16% from baseline
Avg Sleep
5.9h
โ 54m from norm
Stress Flags
โ 180%
vs non-exam period
RHR Change
+8 bpm
Population avg
Daily Avg Recovery โ Exam Period
Mar 7 (pre)Mar 10 (start)Mar 13 (today)Mar 21 (end)
Recommendation: Population recovery dropped 16% since exams began. Consider scheduling decompression activities, extending break times, or distributing exam days more evenly. Year 13 students are most affected โ 31% showing recovery <30%.
Activity & Movement
Avg Daily Strain
8.4
Moderate
Active Students
72%
Strain >6 today
Sedentary Alert
148
Strain <4 for 3+ days
Sport Participation
44%
+6% this term
AI: Students participating in school sports show 24% higher recovery scores and 18% lower stress markers. 148 students flagged as sedentary (strain <4 for 3+ days) โ overlaps significantly with low-recovery group.
Band Compliance
Active
1,198
96.4%
Not Worn
28
Repeated offenders: 8
Low Battery
17
Charge reminder sent
Offline
12
No data >4h
Non-compliance by year: