Statistical Profile — LENOX HILL HOSPITAL
CCN 330119 | MANHATTAN, NY | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
415
Beds
$1.32B
Net Revenue
-35.1%
Op Margin
69.0%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.4σ above national mean
- Operating Expenses: +3.2σ above national mean
- Net Income: -3.1σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NY (n=196) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 415 | 63 | 167 | +1.54σ | P94 ▲ | P84 |
| Net Patient Revenue | $1.32B | $59.7M | $214.1M | +2.36σ | P97 ▲ | P92 ▲ |
| Operating Expenses | $1.78B | $62.7M | $199.0M | +3.20σ | P98 ▲ | P95 ▲ |
| Net Income | $-463.5M | $-2.1M | $-34.8M | -3.13σ | P1 ▼ | P4 ▼ |
| Gross Patient Revenue | $4.63B | $186.6M | $749.0M | +1.96σ | P96 ▲ | P92 ▲ |
| Total Patient Days | 104,511 | 12,073 | 40,924 | +1.42σ | P93 ▲ | P81 |
| Medicare Day % | 26.8% | 30.9% | 26.8% | -0.36σ | P40 | P50 |
| Medicaid Day % | 6.4% | 5.1% | 4.6% | -0.24σ | P58 | P62 |
| Operating Margin | -35.1% | -4.8% | -17.5% | -1.42σ | P10 | P16 |
| Revenue per Bed | $3.2M | $1.2M | $1.5M | +0.88σ | P93 ▲ | P93 ▲ |
| Occupancy Rate | 69.0% | 53.7% | 67.3% | +0.68σ | P70 | P53 |
| Commercial Payer % | 66.8% | 61.2% | 66.7% | +0.37σ | P62 | P51 |
| Net-to-Gross Ratio | 28.6% | 33.3% | 35.0% | -0.48σ | P38 | P33 |
| Expense per Bed | $4.3M | $1.2M | $1.7M | +1.13σ | P97 ▲ | P95 ▲ |
| Revenue per Patient Day | 12,640 | 7,054 | 6,862 | -0.03σ | P75 | P89 |
| Payer Diversity Index | 0.478 | 0.473 | 0.458 | +0.29σ | P52 | P57 |
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% | $1.32B | $803.2M | +2.02σ |
| Operating Margin | 2.1% | -0.3509 | -0.0390 | -1.64σ |
| Occupancy Rate | 44.3% | 0.6900 | 0.6398 | +0.27σ |
| Revenue Per Bed | 2.6% | $3.2M | $1.7M | +0.79σ |
| Net To Gross Ratio | 22.4% | 0.2855 | 0.2493 | +0.21σ |