Hospital Management Intelligence

Current Occupancy

78%

↑ 5% from yesterday

Predicted Peak (48h)

92%

Wednesday 2PM

Resource Alerts

Action required

Prediction Accuracy

87%

↑ 3% this month

Patient Volume: Actual vs Predicted

Actual Volume

Predicted Volume

2-Week Forecast Accuracy

85%

Based on 180-day validation

Active Predictions

Medication: Antimalarials

Stock depletes in 5 days

Critical

Staff: Night Shift Nurses

Shortage predicted Wed-Fri

Warning

Equipment: Ventilators

Adequate for 14 days

Normal

How Predictive Intelligence Works

Behavioral Analysis: Patient admission patterns, seasonal volume trends, treatment duration patterns, discharge timing, repeat visit frequency.

Contextual Intelligence: Regional disease prevalence, weather patterns affecting health, economic factors, local events, referral network activity.

Dual-Axis Prediction: Volume patterns (behavioral) intersecting with disease outbreak indicators (contextual) predicts resource needs 2-4 weeks ahead with 85%+ accuracy. All predictions integrate with existing DHIS2 systems without replacement.

Patient Volume: Actual vs Predicted

Active Predictions

Medication: Antimalarials

Staff: Night Shift Nurses

Equipment: Ventilators

Resource Utilization Forecast

How Predictive Intelligence Works