Statistical Profile — ROCHESTER GENERAL HOSPITAL
CCN 330125 | MONROE, NY | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
470
Beds
$1.05B
Net Revenue
-27.9%
Op Margin
95.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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: +2.3σ above national mean
- Total Patient Days: +2.6σ 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 | 470 | 63 | 167 | +1.84σ | P95 ▲ | P87 |
| Net Patient Revenue | $1.05B | $59.7M | $214.1M | +1.78σ | P96 ▲ | P88 |
| Operating Expenses | $1.35B | $62.7M | $199.0M | +2.30σ | P97 ▲ | P89 |
| Net Income | $-293.6M | $-2.1M | $-34.8M | -1.95σ | P1 ▼ | P7 ▼ |
| Gross Patient Revenue | $3.10B | $186.6M | $749.0M | +1.16σ | P93 ▲ | P85 |
| Total Patient Days | 164,066 | 12,073 | 40,924 | +2.58σ | P97 ▲ | P91 ▲ |
| Medicare Day % | 17.4% | 30.9% | 26.8% | -0.83σ | P19 | P27 |
| Medicaid Day % | 2.2% | 5.1% | 4.6% | -0.57σ | P28 | P25 |
| Operating Margin | -27.9% | -4.8% | -17.5% | -1.07σ | P14 | P25 |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.39σ | P82 | P75 |
| Occupancy Rate | 95.6% | 53.7% | 67.3% | +1.73σ | P98 ▲ | P94 ▲ |
| Commercial Payer % | 80.4% | 61.2% | 66.7% | +1.04σ | P87 | P84 |
| Net-to-Gross Ratio | 34.0% | 33.3% | 35.0% | -0.21σ | P51 | P48 |
| Expense per Bed | $2.9M | $1.2M | $1.7M | +0.54σ | P89 | P83 |
| Revenue per Patient Day | 6,419 | 7,054 | 6,862 | -0.05σ | P44 | P43 |
| Payer Diversity Index | 0.322 | 0.473 | 0.458 | -0.80σ | P16 | P16 |
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% | $1.05B | $1.31B | -0.99σ |
| Operating Margin | 2.1% | -0.2788 | -0.0370 | -1.27σ |
| Occupancy Rate | 44.3% | 0.9564 | 0.9912 | -0.19σ |
| Revenue Per Bed | 2.6% | $2.2M | $2.6M | -0.17σ |
| Net To Gross Ratio | 22.4% | 0.3400 | 0.3873 | -0.27σ |