Statistical Profile — AURORA HEALTH CARE METRO INC.
CCN 520138 | MILWAUKEE, WI | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
944
Beds
$1.73B
Net Revenue
0.2%
Op Margin
64.1%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.4σ above national mean
- Net Patient Revenue: +3.2σ above national mean
- Operating Expenses: +3.1σ above national mean
- Gross Patient Revenue: +3.4σ above national mean
- Total Patient Days: +3.7σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and WI (n=150) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | WI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 944 | 63 | 36 | +4.44σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $1.73B | $59.7M | $79.3M | +3.24σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.73B | $62.7M | $77.8M | +3.09σ | P98 ▲ | P98 ▲ |
| Net Income | $3.8M | $-2.1M | 98,676 | +0.11σ | P77 | P65 |
| Gross Patient Revenue | $7.38B | $186.6M | $186.6M | +3.41σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 221,110 | 12,073 | 5,437 | +3.68σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 23.4% | 30.9% | 33.4% | -0.53σ | P31 | P24 |
| Medicaid Day % | 7.3% | 5.1% | 4.9% | -0.17σ | P62 | P71 |
| Operating Margin | 0.2% | -4.8% | 0.4% | +0.33σ | P63 | P49 |
| Revenue per Bed | $1.8M | $1.2M | $1.9M | +0.18σ | P73 | P48 |
| Occupancy Rate | 64.1% | 53.7% | 45.7% | +0.48σ | P64 | P81 |
| Commercial Payer % | 69.3% | 61.2% | 59.8% | +0.50σ | P68 | P75 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 39.0% | -0.72σ | P26 | P5 ▼ |
| Expense per Bed | $1.8M | $1.2M | $1.8M | +0.11σ | P71 | P50 |
| Revenue per Patient Day | 7,842 | 7,054 | 12,920 | -0.05σ | P55 | P24 |
| Payer Diversity Index | 0.460 | 0.473 | 0.492 | +0.16σ | P44 | P30 |
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% | $1.73B | $1.66B | +0.30σ |
| Operating Margin | 2.1% | 0.0022 | -0.0452 | +0.25σ |
| Occupancy Rate | 44.3% | 0.6414 | 0.5748 | +0.37σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.2M | +0.34σ |
| Net To Gross Ratio | 22.4% | 0.2349 | 0.0846 | +0.87σ |