Students / Attendance & Engagement
📅 Attendance & Engagement

Attendance & Engagement

Daily attendance, chronic absenteeism, engagement, and completion in one view — with AI risk alerts and a tiered watchlist to act before absences accumulate. All figures are fictional sample data.

0%Avg daily attendance
Chronic Absenteeism
0
▲ 2% — watch
Course Completion
0
▲ 3%
Assignment Completion
0
▼ 2%
Active Participation
0
▲ 4%

✨ AI Attendance Risk Alerts Simulated

Three patterns warrant immediate attention:

Mon/Fri clustering: 70% of chronically absent students have 3+ unexcused absences concentrated on Mondays and Fridays — suggests a scheduling or engagement driver.
Grade 8 cohort: Chronic absenteeism in Grade 8 (24%) runs well above the school average (18%) and correlates with the math achievement dip.
No-contact families: 40% of flagged students' families have had no positive contact this term — outreach gap to close first.

👤 You decide AI-generated analysis on fictional sample data. Recommendations support — not replace — your professional judgment. Ask the assistant for the full analysis →

📉 Engagement Trend

Composite engagement index by month, Sep → Mar — a gentle decline to monitor.

✅ Completion & Participation

Course completion89%
Assignment completion81%
On-time submission73%
Class participation77%
Extracurricular64%

🗓️ Attendance by Grade × Month — darker = higher attendance

Grade 8 attendance runs lowest and dips through winter — the clearest area for intervention.

🚦 Risk Tiers — click a row to drill down

▸Tier 3 — Chronic (18%+ absent)62 students

Already chronically absent; many concentrated in Grade 8 and on Mon/Fri. Recommended: named case manager, daily check-in adult, and family conference.

▸Tier 2 — Emerging (10–17% absent)88 students

At risk of becoming chronic. Recommended: early-warning watchlist, attendance goal-setting, and positive outreach.

▸Tier 1 — Universal (under 10%)Majority

On track. Recommended: sustain positive school-wide attendance culture and recognition.

📞 Family Contact History

  • Mar 14 · Grade 8 cohort
    Positive outreach calls to 12 Tier 2 families — 9 reached.
  • Mar 9 · Student (Tier 3)
    Attendance conference; support plan and check-in adult assigned.
  • Mar 7 · now
    Automated Mon/Fri absence texts launched for flagged students.
  • Upcoming
    Family engagement night focused on attendance and belonging.
✨ Ask the AI Assistant 🤝 Review Climate & Belonging 📄 Generate Attendance Report

All data shown is realistic fictional sample data created for demonstration.