Statistical Profile — UNIVERSITY HOSPITAL
CCN 180067 | FAYETTE, KY | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,000
Beds
$2.29B
Net Revenue
-11.4%
Op Margin
87.2%
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: +4.7σ above national mean
- Net Patient Revenue: +4.4σ above national mean
- Operating Expenses: +4.8σ above national mean
- Gross Patient Revenue: +4.0σ above national mean
- Total Patient Days: +5.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KY (n=114) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 1,000 | 63 | 54 | +4.74σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $2.29B | $59.7M | $43.0M | +4.44σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.55B | $62.7M | $44.4M | +4.78σ | P99 ▲ | P99 ▲ |
| Net Income | $-260.6M | $-2.1M | -237,600 | -1.72σ | P2 ▼ | P0 ▼ |
| Gross Patient Revenue | $8.58B | $186.6M | $156.3M | +4.04σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 317,895 | 12,073 | 7,571 | +5.57σ | P100 ▲ | P98 ▲ |
| Medicare Day % | 14.1% | 30.9% | 29.4% | -1.00σ | P15 | P11 |
| Medicaid Day % | 3.3% | 5.1% | 1.7% | -0.49σ | P38 | P72 |
| Operating Margin | -11.4% | -4.8% | -0.6% | -0.24σ | P34 | P23 |
| Revenue per Bed | $2.3M | $1.2M | $1.0M | +0.42σ | P83 | P94 ▲ |
| Occupancy Rate | 87.2% | 53.7% | 50.4% | +1.39σ | P93 ▲ | P96 ▲ |
| Commercial Payer % | 82.6% | 61.2% | 67.8% | +1.15σ | P88 | P88 |
| Net-to-Gross Ratio | 26.7% | 33.3% | 30.6% | -0.56σ | P33 | P35 |
| Expense per Bed | $2.6M | $1.2M | $1.1M | +0.41σ | P85 | P95 ▲ |
| Revenue per Patient Day | 7,209 | 7,054 | 6,717 | -0.05σ | P51 | P57 |
| Payer Diversity Index | 0.296 | 0.473 | 0.450 | -0.98σ | P14 | P11 |
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% | $2.29B | $2.47B | -0.70σ |
| Operating Margin | 2.1% | -0.1137 | -0.0676 | -0.24σ |
| Occupancy Rate | 44.3% | 0.8717 | 1.1278 | -1.40σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.7M | -0.22σ |
| Net To Gross Ratio | 22.4% | 0.2671 | 0.4294 | -0.94σ |