Statistical Profile — LONG ISLAND JEWISH MEDICAL CENTER
CCN 330195 | QUEENS, NY | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,161
Beds
$2.97B
Net Revenue
-27.0%
Op Margin
91.4%
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: +5.6σ above national mean
- Net Patient Revenue: +5.9σ above national mean
- Operating Expenses: +7.3σ above national mean
- Net Income: -5.5σ below national mean
- Gross Patient Revenue: +6.1σ above national mean
- Total Patient Days: +6.9σ 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 | 1,161 | 63 | 167 | +5.63σ | P100 ▲ | P97 ▲ |
| Net Patient Revenue | $2.97B | $59.7M | $214.1M | +5.89σ | P100 ▲ | P96 ▲ |
| Operating Expenses | $3.78B | $62.7M | $199.0M | +7.30σ | P100 ▲ | P97 ▲ |
| Net Income | $-803.7M | $-2.1M | $-34.8M | -5.50σ | P0 ▼ | P2 ▼ |
| Gross Patient Revenue | $12.54B | $186.6M | $749.0M | +6.11σ | P100 ▲ | P98 ▲ |
| Total Patient Days | 385,863 | 12,073 | 40,924 | +6.89σ | P100 ▲ | P98 ▲ |
| Medicare Day % | 21.5% | 30.9% | 26.8% | -0.63σ | P27 | P34 |
| Medicaid Day % | 10.1% | 5.1% | 4.6% | +0.05σ | P72 | P76 |
| Operating Margin | -27.0% | -4.8% | -17.5% | -1.02σ | P14 | P27 |
| Revenue per Bed | $2.6M | $1.2M | $1.5M | +0.56σ | P87 | P84 |
| Occupancy Rate | 91.4% | 53.7% | 67.3% | +1.56σ | P96 ▲ | P88 |
| Commercial Payer % | 68.4% | 61.2% | 66.7% | +0.45σ | P66 | P55 |
| Net-to-Gross Ratio | 23.7% | 33.3% | 35.0% | -0.71σ | P26 | P16 |
| Expense per Bed | $3.3M | $1.2M | $1.7M | +0.70σ | P92 ▲ | P90 ▲ |
| Revenue per Patient Day | 7,702 | 7,054 | 6,862 | -0.05σ | P54 | P59 |
| Payer Diversity Index | 0.475 | 0.473 | 0.458 | +0.27σ | P51 | P56 |
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% | $2.97B | $3.07B | -0.39σ |
| Operating Margin | 2.1% | -0.2704 | 0.0025 | -1.44σ |
| Occupancy Rate | 44.3% | 0.9145 | 1.5499 | -3.48σ |
| Revenue Per Bed | 2.6% | $2.6M | $3.6M | -0.53σ |
| Net To Gross Ratio | 22.4% | 0.2370 | 0.3144 | -0.45σ |