Statistical Profile — UNIVERSITY OF MIAMI HOSP & CLINICS
CCN 100079 | MIAMI-DADE, FL | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
532
Beds
$2.36B
Net Revenue
0.9%
Op Margin
68.3%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.2σ above national mean
- Net Patient Revenue: +4.6σ above national mean
- Operating Expenses: +4.3σ above national mean
- Gross Patient Revenue: +6.0σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and FL (n=261) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | FL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 532 | 63 | 134 | +2.18σ | P96 ▲ | P92 ▲ |
| Net Patient Revenue | $2.36B | $59.7M | $123.0M | +4.59σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.34B | $62.7M | $126.2M | +4.35σ | P99 ▲ | P98 ▲ |
| Net Income | $22.4M | $-2.1M | $1.5M | +0.24σ | P91 ▲ | P75 |
| Gross Patient Revenue | $12.32B | $186.6M | $973.9M | +6.00σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 132,625 | 12,073 | 29,554 | +1.96σ | P95 ▲ | P90 ▲ |
| Medicare Day % | 18.3% | 30.9% | 28.4% | -0.79σ | P21 | P22 |
| Medicaid Day % | 2.5% | 5.1% | 3.4% | -0.55σ | P31 | P38 |
| Operating Margin | 0.9% | -4.8% | 3.2% | +0.37σ | P65 | P43 |
| Revenue per Bed | $4.4M | $1.2M | 957,102 | +1.53σ | P97 ▲ | P98 ▲ |
| Occupancy Rate | 68.3% | 53.7% | 64.2% | +0.65σ | P69 | P60 |
| Commercial Payer % | 79.2% | 61.2% | 66.5% | +0.98σ | P86 | P84 |
| Net-to-Gross Ratio | 19.2% | 33.3% | 19.9% | -0.92σ | P17 | P48 |
| Expense per Bed | $4.4M | $1.2M | 897,057 | +1.17σ | P97 ▲ | P99 ▲ |
| Revenue per Patient Day | 17,822 | 7,054 | 4,651 | -0.01σ | P85 | P97 ▲ |
| Payer Diversity Index | 0.339 | 0.473 | 0.448 | -0.68σ | P17 | P16 |
Multi-Variable Regression Residuals
For each key metric, the national regression model predicts a value. The residual shows how much this hospital over/under-performs after controlling for all other variables.
| Target | Model R² | Actual | Predicted | Residual |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $2.36B | $987.5M | +5.38σ |
| Operating Margin | 2.1% | 0.0095 | -0.0524 | +0.33σ |
| Occupancy Rate | 44.3% | 0.6830 | 0.6102 | +0.40σ |
| Revenue Per Bed | 2.6% | $4.4M | $1.5M | +1.52σ |
| Net To Gross Ratio | 22.4% | 0.1918 | 0.2434 | -0.30σ |