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Phase 4 results: Optimal threshold=0.0251, ROI=350.7%: roi_report.txt
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💰 ROI ANALYSIS REPORT
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📊 BASELINE (No Intervention):
Total Patients: 15,265
Readmissions: 1,704 (11.2%)
Total Cost: $25,560,000.00
💉 WITH INTERVENTION (Optimal Threshold = 0.0251):
Intervention Volume: 10,743 (70.4% of patients)
Intervention Cost: $5,371,500.00
Prevented Readmissions: 1,659
Missed Readmissions: 45 (0.3%)
Cost with Intervention: $6,046,500.00
💵 FINANCIAL IMPACT:
Net Benefit: $18,838,500.00
Total Savings: $19,513,500.00 (76.3% reduction)
ROI: 350.7%
📉 READMISSION RATE REDUCTION:
Baseline Rate: 11.2%
With Intervention: 0.3%
Absolute Reduction: 10.9%
Relative Reduction: 97.4%
✅ BREAK-EVEN ANALYSIS:
Break-even Threshold: 3.3% (need >3.3% reduction)
Actual Reduction: 10.9%
✅ PROFITABLE: 226.0% above break-even
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