Statistical Profile — MEMORIAL HOSPITAL FOR CANCER AND ALL
CCN 330154 | NEW YORK, NY | 8 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
514
Beds
$4.34B
Net Revenue
-32.5%
Op Margin
90.7%
Occupancy
8
Outlier Flags
Statistical Outliers (8)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.1σ above national mean
- Net Patient Revenue: +8.8σ above national mean
- Operating Expenses: +11.4σ above national mean
- Net Income: -9.7σ below national mean
- Gross Patient Revenue: +5.6σ above national mean
- Total Patient Days: +2.7σ above national mean
- Revenue per Bed: +3.6σ above national mean
- Expense per Bed: +4.0σ 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 | 514 | 63 | 167 | +2.08σ | P96 ▲ | P90 |
| Net Patient Revenue | $4.34B | $59.7M | $214.1M | +8.83σ | P100 ▲ | P98 ▲ |
| Operating Expenses | $5.75B | $62.7M | $199.0M | +11.37σ | P100 ▲ | P98 ▲ |
| Net Income | $-1.41B | $-2.1M | $-34.8M | -9.72σ | P0 ▼ | P1 ▼ |
| Gross Patient Revenue | $11.63B | $186.6M | $749.0M | +5.64σ | P100 ▲ | P97 ▲ |
| Total Patient Days | 170,084 | 12,073 | 40,924 | +2.69σ | P97 ▲ | P92 ▲ |
| Medicare Day % | 35.7% | 30.9% | 26.8% | +0.09σ | P60 | P72 |
| Medicaid Day % | 2.1% | 5.1% | 4.6% | -0.58σ | P27 | P23 |
| Operating Margin | -32.5% | -4.8% | -17.5% | -1.29σ | P11 | P18 |
| Revenue per Bed | $8.5M | $1.2M | $1.5M | +3.60σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 90.7% | 53.7% | 67.3% | +1.53σ | P96 ▲ | P88 |
| Commercial Payer % | 62.2% | 61.2% | 66.7% | +0.15σ | P52 | P33 |
| Net-to-Gross Ratio | 37.3% | 33.3% | 35.0% | -0.06σ | P58 | P59 |
| Expense per Bed | $11.2M | $1.2M | $1.7M | +3.98σ | P100 ▲ | P99 ▲ |
| Revenue per Patient Day | 25,539 | 7,054 | 6,862 | +0.02σ | P93 ▲ | P98 ▲ |
| Payer Diversity Index | 0.485 | 0.473 | 0.458 | +0.34σ | P56 | P60 |
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% | $4.34B | $1.47B | +11.25σ |
| Operating Margin | 2.1% | -0.3248 | 0.0189 | -1.81σ |
| Occupancy Rate | 44.3% | 0.9066 | 1.0915 | -1.01σ |
| Revenue Per Bed | 2.6% | $8.5M | $2.7M | +2.98σ |
| Net To Gross Ratio | 22.4% | 0.3734 | 0.2368 | +0.79σ |