Statistical Profile — BROOKDALE HOSPITAL MEDICAL CENTER
CCN 330233 | KINGS, NY | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
498
Beds
$692.3M
Net Revenue
-50.0%
Op Margin
79.1%
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: +2.1σ above national mean
- Net Income: -3.7σ below national mean
- Total Patient Days: +2.1σ 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 | 498 | 63 | 167 | +2.00σ | P95 ▲ | P88 |
| Net Patient Revenue | $692.3M | $59.7M | $214.1M | +1.01σ | P93 ▲ | P80 |
| Operating Expenses | $1.23B | $62.7M | $199.0M | +2.07σ | P97 ▲ | P88 |
| Net Income | $-539.8M | $-2.1M | $-34.8M | -3.66σ | P1 ▼ | P3 ▼ |
| Gross Patient Revenue | $1.69B | $186.6M | $749.0M | +0.42σ | P85 | P76 |
| Total Patient Days | 141,366 | 12,073 | 40,924 | +2.13σ | P96 ▲ | P89 |
| Medicare Day % | 15.3% | 30.9% | 26.8% | -0.94σ | P16 | P23 |
| Medicaid Day % | 13.0% | 5.1% | 4.6% | +0.28σ | P79 | P81 |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.4M | $1.2M | $1.5M | -0.05σ | P58 | P44 |
| Occupancy Rate | 79.1% | 53.7% | 67.3% | +1.08σ | P85 | P67 |
| Commercial Payer % | 71.7% | 61.2% | 66.7% | +0.61σ | P73 | P65 |
| Net-to-Gross Ratio | 41.0% | 33.3% | 35.0% | +0.12σ | P63 | P69 |
| Expense per Bed | $2.5M | $1.2M | $1.7M | +0.37σ | P84 | P72 |
| Revenue per Patient Day | 4,897 | 7,054 | 6,862 | -0.06σ | P31 | P17 |
| Payer Diversity Index | 0.446 | 0.473 | 0.458 | +0.06σ | P40 | P44 |
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% | $692.3M | $1.04B | -1.36σ |
| Operating Margin | 2.1% | -0.5000 | -0.0619 | -2.31σ |
| Occupancy Rate | 44.3% | 0.7915 | 0.7615 | +0.16σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.9M | -0.26σ |
| Net To Gross Ratio | 22.4% | 0.4105 | 0.3321 | +0.45σ |