Ward-level AMR (Carbapenem Resistance)

Antibiotic Consumption (6-month trend)

Compared to last month ↑ 12%

Stewardship Indicators This Month

Digital Twin Simulation

Projected Carbapenem Resistance in ICU

Simulation Scenario (3 Months)

• ✓ Increase hand hygiene compliance
• ✓ Reduce carbapenem use by 20%
• ✓ Active surveillance

Projected Resistance in 3 Months