Statistical Profile — NEWYORK-PRESBYTERIAN/QUEENS
CCN 330055 | QUEENS, NY | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
476
Beds
$890.1M
Net Revenue
-50.0%
Op Margin
86.4%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Expenses: +2.4σ above national mean
- Net Income: -3.5σ below national mean
- Total Patient Days: +2.3σ above national mean
- Operating Margin: -2.2σ 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 | 476 | 63 | 167 | +1.88σ | P95 ▲ | P88 |
| Net Patient Revenue | $890.1M | $59.7M | $214.1M | +1.43σ | P95 ▲ | P87 |
| Operating Expenses | $1.41B | $62.7M | $199.0M | +2.44σ | P97 ▲ | P90 ▲ |
| Net Income | $-522.4M | $-2.1M | $-34.8M | -3.54σ | P1 ▼ | P3 ▼ |
| Gross Patient Revenue | $3.60B | $186.6M | $749.0M | +1.42σ | P94 ▲ | P88 |
| Total Patient Days | 150,090 | 12,073 | 40,924 | +2.30σ | P96 ▲ | P90 |
| Medicare Day % | 26.7% | 30.9% | 26.8% | -0.37σ | P40 | P49 |
| Medicaid Day % | 6.9% | 5.1% | 4.6% | -0.20σ | P60 | P66 |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.9M | $1.2M | $1.5M | +0.20σ | P74 | P63 |
| Occupancy Rate | 86.4% | 53.7% | 67.3% | +1.36σ | P92 ▲ | P81 |
| Commercial Payer % | 66.5% | 61.2% | 66.7% | +0.36σ | P62 | P49 |
| Net-to-Gross Ratio | 24.7% | 33.3% | 35.0% | -0.66σ | P29 | P18 |
| Expense per Bed | $3.0M | $1.2M | $1.7M | +0.58σ | P90 ▲ | P85 |
| Revenue per Patient Day | 5,931 | 7,054 | 6,862 | -0.05σ | P40 | P38 |
| Payer Diversity Index | 0.482 | 0.473 | 0.458 | +0.32σ | P54 | P58 |
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% | $890.1M | $1.21B | -1.26σ |
| Operating Margin | 2.1% | -0.5000 | -0.0198 | -2.53σ |
| Occupancy Rate | 44.3% | 0.8639 | 0.9252 | -0.34σ |
| Revenue Per Bed | 2.6% | $1.9M | $2.3M | -0.25σ |
| Net To Gross Ratio | 22.4% | 0.2471 | 0.2946 | -0.27σ |