Risk Factors Analysis
Monday Morning Slot
+15%
Physiotherapy Appointment
+12%
Poor Weather Expected
+8%
Historical 70-89% Attendance
+5%
Own Car Transport
-3%
Middle Age Group (36-64)
-2%
🤖 AI Recommendations
Send enhanced reminder protocol: SMS + WhatsApp + Voice call
Offer to reschedule to Friday afternoon (87% better attendance)
Enable family carer notification (34% improvement for high-risk)
Consider double-booking this slot due to high DNA probability
Flag for clinical team intervention if patient confirms attendance