Statistical Profile — UOFL HEALTH-LOUISVILLE
CCN 180040 | nan, KY | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
789
Beds
$1.13B
Net Revenue
7.8%
Op Margin
68.0%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Total Patient Days: +3.2σ 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 | 789 | 63 | 54 | +3.59σ | P99 ▲ | P97 ▲ |
| Net Patient Revenue | $1.13B | $59.7M | $43.0M | +1.95σ | P96 ▲ | P97 ▲ |
| Operating Expenses | $1.04B | $62.7M | $44.4M | +1.68σ | P96 ▲ | P96 ▲ |
| Net Income | $88.6M | $-2.1M | -237,600 | +0.70σ | P97 ▲ | P99 ▲ |
| Gross Patient Revenue | $3.64B | $186.6M | $156.3M | +1.44σ | P94 ▲ | P96 ▲ |
| Total Patient Days | 195,859 | 12,073 | 7,571 | +3.19σ | P98 ▲ | P97 ▲ |
| Medicare Day % | 15.8% | 30.9% | 29.4% | -0.91σ | P17 | P12 |
| Medicaid Day % | 2.1% | 5.1% | 1.7% | -0.58σ | P27 | P59 |
| Operating Margin | 7.8% | -4.8% | -0.6% | +0.71σ | P79 | P73 |
| Revenue per Bed | $1.4M | $1.2M | $1.0M | -0.03σ | P60 | P65 |
| Occupancy Rate | 68.0% | 53.7% | 50.4% | +0.64σ | P69 | P78 |
| Commercial Payer % | 82.1% | 61.2% | 67.8% | +1.12σ | P88 | P87 |
| Net-to-Gross Ratio | 31.1% | 33.3% | 30.6% | -0.35σ | P45 | P54 |
| Expense per Bed | $1.3M | $1.2M | $1.1M | -0.10σ | P54 | P61 |
| Revenue per Patient Day | 5,779 | 7,054 | 6,717 | -0.05σ | P39 | P35 |
| Payer Diversity Index | 0.301 | 0.473 | 0.450 | -0.95σ | P14 | P13 |
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% | $1.13B | $1.45B | -1.25σ |
| Operating Margin | 2.1% | 0.0783 | -0.0687 | +0.77σ |
| Occupancy Rate | 44.3% | 0.6801 | 0.5898 | +0.49σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.4M | +0.03σ |
| Net To Gross Ratio | 22.4% | 0.3111 | 0.2239 | +0.50σ |