Statistical Profile — HIGH RIDGE HOUSE
CCN 331990 | BRONX, NY | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
963,129
Net Revenue
-50.0%
Op Margin
0.9%
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.
- Medicare Day %: +3.3σ above national mean
- Operating Margin: -2.2σ below national mean
- Occupancy Rate: -2.0σ below national mean
- Commercial Payer %: -2.9σ below national mean
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -3.1σ 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 | 20 | 63 | 167 | -0.62σ | P10 | P5 ▼ |
| Net Patient Revenue | 963,129 | $59.7M | $214.1M | -0.47σ | P0 ▼ | P0 ▼ |
| Operating Expenses | $3.4M | $62.7M | $199.0M | -0.46σ | P1 ▼ | P0 ▼ |
| Net Income | $-2.5M | $-2.1M | $-34.8M | +0.07σ | P48 | P88 |
| Gross Patient Revenue | 963,129 | $186.6M | $749.0M | -0.46σ | P0 ▼ | P0 ▼ |
| Total Patient Days | 68 | 12,073 | 40,924 | -0.61σ | P0 ▼ | P0 ▼ |
| Medicare Day % | 100.0% | 30.9% | 26.8% | +3.31σ | P100 ▲ | P99 ▲ |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 48,156 | $1.2M | $1.5M | -0.74σ | P1 ▼ | P0 ▼ |
| Occupancy Rate | 0.9% | 53.7% | 67.3% | -2.00σ | P0 ▼ | P0 ▼ |
| Commercial Payer % | 0.0% | 61.2% | 66.7% | -2.88σ | P0 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 35.0% | +2.94σ | P98 ▲ | P99 ▲ |
| Expense per Bed | 171,635 | $1.2M | $1.7M | -0.58σ | P2 ▼ | P1 ▼ |
| Revenue per Patient Day | 14,164 | 7,054 | 6,862 | -0.02σ | P79 | P93 ▲ |
| Payer Diversity Index | 0.000 | 0.473 | 0.458 | -3.05σ | P0 ▼ | P0 ▼ |
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% | 963,129 | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0093 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 48,156 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |