Statistical Profile — NYU LANGONE HOSPITALS
CCN 330214 | NEW YORK, NY | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,618
Beds
$7.24B
Net Revenue
-7.8%
Op Margin
86.5%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +8.1σ above national mean
- Net Patient Revenue: +15.0σ above national mean
- Operating Expenses: +15.6σ above national mean
- Net Income: -3.9σ below national mean
- Gross Patient Revenue: +21.3σ above national mean
- Total Patient Days: +9.1σ above 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 | 1,618 | 63 | 167 | +8.13σ | P100 ▲ | P98 ▲ |
| Net Patient Revenue | $7.24B | $59.7M | $214.1M | +15.03σ | P100 ▲ | P99 ▲ |
| Operating Expenses | $7.81B | $62.7M | $199.0M | +15.59σ | P100 ▲ | P99 ▲ |
| Net Income | $-567.9M | $-2.1M | $-34.8M | -3.86σ | P1 ▼ | P2 ▼ |
| Gross Patient Revenue | $41.44B | $186.6M | $749.0M | +21.28σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 501,215 | 12,073 | 40,924 | +9.13σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 28.0% | 30.9% | 26.8% | -0.30σ | P43 | P53 |
| Medicaid Day % | 6.7% | 5.1% | 4.6% | -0.22σ | P59 | P65 |
| Operating Margin | -7.8% | -4.8% | -17.5% | -0.07σ | P42 | P78 |
| Revenue per Bed | $4.5M | $1.2M | $1.5M | +1.55σ | P97 ▲ | P96 ▲ |
| Occupancy Rate | 86.5% | 53.7% | 67.3% | +1.36σ | P93 ▲ | P81 |
| Commercial Payer % | 65.3% | 61.2% | 66.7% | +0.30σ | P59 | P43 |
| Net-to-Gross Ratio | 17.5% | 33.3% | 35.0% | -1.00σ | P13 | P5 ▼ |
| Expense per Bed | $4.8M | $1.2M | $1.7M | +1.35σ | P98 ▲ | P97 ▲ |
| Revenue per Patient Day | 14,446 | 7,054 | 6,862 | -0.02σ | P80 | P93 ▲ |
| Payer Diversity Index | 0.491 | 0.473 | 0.458 | +0.38σ | P59 | P63 |
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% | $7.24B | $4.12B | +12.19σ |
| Operating Margin | 2.1% | -0.0784 | 0.0684 | -0.77σ |
| Occupancy Rate | 44.3% | 0.8648 | 1.8622 | -5.47σ |
| Revenue Per Bed | 2.6% | $4.5M | $4.0M | +0.27σ |
| Net To Gross Ratio | 22.4% | 0.1747 | 0.0540 | +0.70σ |