Statistical Profile — NORTON HOSPITALS INC
CCN 180088 | JEFFERSON, KY | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,479
Beds
$2.59B
Net Revenue
2.0%
Op Margin
70.9%
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: +7.4σ above national mean
- Net Patient Revenue: +5.1σ above national mean
- Operating Expenses: +4.8σ above national mean
- Gross Patient Revenue: +4.7σ above national mean
- Total Patient Days: +6.8σ 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 | 1,479 | 63 | 54 | +7.37σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $2.59B | $59.7M | $43.0M | +5.07σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.54B | $62.7M | $44.4M | +4.75σ | P99 ▲ | P98 ▲ |
| Net Income | $51.0M | $-2.1M | -237,600 | +0.44σ | P95 ▲ | P97 ▲ |
| Gross Patient Revenue | $9.85B | $186.6M | $156.3M | +4.70σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 382,975 | 12,073 | 7,571 | +6.83σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 18.1% | 30.9% | 29.4% | -0.80σ | P20 | P16 |
| Medicaid Day % | 3.7% | 5.1% | 1.7% | -0.45σ | P41 | P75 |
| Operating Margin | 2.0% | -4.8% | -0.6% | +0.42σ | P67 | P58 |
| Revenue per Bed | $1.8M | $1.2M | $1.0M | +0.14σ | P71 | P84 |
| Occupancy Rate | 70.9% | 53.7% | 50.4% | +0.75σ | P73 | P82 |
| Commercial Payer % | 78.2% | 61.2% | 67.8% | +0.93σ | P85 | P82 |
| Net-to-Gross Ratio | 26.3% | 33.3% | 30.6% | -0.58σ | P32 | P34 |
| Expense per Bed | $1.7M | $1.2M | $1.1M | +0.06σ | P68 | P81 |
| Revenue per Patient Day | 6,762 | 7,054 | 6,717 | -0.05σ | P47 | P50 |
| Payer Diversity Index | 0.355 | 0.473 | 0.450 | -0.57σ | P19 | P19 |
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% | $2.59B | $2.91B | -1.26σ |
| Operating Margin | 2.1% | 0.0197 | -0.0711 | +0.48σ |
| Occupancy Rate | 44.3% | 0.7094 | 0.7694 | -0.33σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.5M | +0.13σ |
| Net To Gross Ratio | 22.4% | 0.2628 | 0.1363 | +0.73σ |