Statistical Profile — MOUNT SINAI HOSPITAL
CCN 330024 | NEW YORK, NY | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,085
Beds
$3.20B
Net Revenue
-12.1%
Op Margin
93.5%
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: +5.2σ above national mean
- Net Patient Revenue: +6.4σ above national mean
- Operating Expenses: +6.9σ above national mean
- Net Income: -2.6σ below national mean
- Gross Patient Revenue: +5.6σ above national mean
- Total Patient Days: +6.5σ 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 | 1,085 | 63 | 167 | +5.21σ | P100 ▲ | P97 ▲ |
| Net Patient Revenue | $3.20B | $59.7M | $214.1M | +6.38σ | P100 ▲ | P97 ▲ |
| Operating Expenses | $3.59B | $62.7M | $199.0M | +6.91σ | P100 ▲ | P97 ▲ |
| Net Income | $-387.1M | $-2.1M | $-34.8M | -2.60σ | P1 ▼ | P5 ▼ |
| Gross Patient Revenue | $11.55B | $186.6M | $749.0M | +5.59σ | P100 ▲ | P97 ▲ |
| Total Patient Days | 367,718 | 12,073 | 40,924 | +6.53σ | P100 ▲ | P97 ▲ |
| Medicare Day % | 21.5% | 30.9% | 26.8% | -0.62σ | P27 | P34 |
| Medicaid Day % | 6.8% | 5.1% | 4.6% | -0.21σ | P60 | P66 |
| Operating Margin | -12.1% | -4.8% | -17.5% | -0.28σ | P33 | P63 |
| Revenue per Bed | $2.9M | $1.2M | $1.5M | +0.76σ | P91 ▲ | P91 ▲ |
| Occupancy Rate | 93.5% | 53.7% | 67.3% | +1.64σ | P97 ▲ | P91 ▲ |
| Commercial Payer % | 71.7% | 61.2% | 66.7% | +0.61σ | P73 | P65 |
| Net-to-Gross Ratio | 27.7% | 33.3% | 35.0% | -0.52σ | P36 | P30 |
| Expense per Bed | $3.3M | $1.2M | $1.7M | +0.72σ | P93 ▲ | P93 ▲ |
| Revenue per Patient Day | 8,704 | 7,054 | 6,862 | -0.04σ | P59 | P68 |
| Payer Diversity Index | 0.435 | 0.473 | 0.458 | -0.01σ | P36 | P38 |
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% | $3.20B | $2.97B | +0.91σ |
| Operating Margin | 2.1% | -0.1210 | -0.0018 | -0.63σ |
| Occupancy Rate | 44.3% | 0.9351 | 1.5449 | -3.34σ |
| Revenue Per Bed | 2.6% | $2.9M | $3.6M | -0.35σ |
| Net To Gross Ratio | 22.4% | 0.2771 | 0.3479 | -0.41σ |