Statistical Profile — MONTEFIORE MEDICAL CENTER
CCN 330059 | BRONX, NY | 7 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,410
Beds
$3.01B
Net Revenue
-50.0%
Op Margin
87.1%
Occupancy
7
Outlier Flags
Statistical Outliers (7)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +7.0σ above national mean
- Net Patient Revenue: +6.0σ above national mean
- Operating Expenses: +9.1σ above national mean
- Net Income: -11.2σ below national mean
- Gross Patient Revenue: +8.3σ above national mean
- Total Patient Days: +8.1σ 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 | 1,410 | 63 | 167 | +6.99σ | P100 ▲ | P98 ▲ |
| Net Patient Revenue | $3.01B | $59.7M | $214.1M | +5.98σ | P100 ▲ | P97 ▲ |
| Operating Expenses | $4.64B | $62.7M | $199.0M | +9.07σ | P100 ▲ | P98 ▲ |
| Net Income | $-1.63B | $-2.1M | $-34.8M | -11.21σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $16.74B | $186.6M | $749.0M | +8.31σ | P100 ▲ | P98 ▲ |
| Total Patient Days | 448,127 | 12,073 | 40,924 | +8.10σ | P100 ▲ | P98 ▲ |
| Medicare Day % | 18.0% | 30.9% | 26.8% | -0.80σ | P20 | P28 |
| Medicaid Day % | 9.2% | 5.1% | 4.6% | -0.02σ | P69 | P73 |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.34σ | P80 | P73 |
| Occupancy Rate | 87.1% | 53.7% | 67.3% | +1.39σ | P93 ▲ | P83 |
| Commercial Payer % | 72.8% | 61.2% | 66.7% | +0.67σ | P76 | P68 |
| Net-to-Gross Ratio | 18.0% | 33.3% | 35.0% | -0.98σ | P14 | P6 ▼ |
| Expense per Bed | $3.3M | $1.2M | $1.7M | +0.71σ | P93 ▲ | P92 ▲ |
| Revenue per Patient Day | 6,725 | 7,054 | 6,862 | -0.05σ | P47 | P48 |
| Payer Diversity Index | 0.429 | 0.473 | 0.458 | -0.06σ | P34 | P36 |
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% | $3.01B | $3.49B | -1.88σ |
| Operating Margin | 2.1% | -0.5000 | -0.0299 | -2.47σ |
| Occupancy Rate | 44.3% | 0.8707 | 1.4704 | -3.29σ |
| Revenue Per Bed | 2.6% | $2.1M | $3.3M | -0.62σ |
| Net To Gross Ratio | 22.4% | 0.1801 | 0.3434 | -0.94σ |