Statistical Profile — BRANDYWINE HOSPITAL
CCN 390076 | CHESTER, PA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
155
Beds
$38.4M
Net Revenue
-50.0%
Op Margin
45.3%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and PA (n=225) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | PA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 155 | 63 | 106 | +0.12σ | P73 | P67 |
| Net Patient Revenue | $38.4M | $59.7M | $83.4M | -0.39σ | P40 | P28 |
| Operating Expenses | $65.0M | $62.7M | $85.9M | -0.33σ | P51 | P42 |
| Net Income | $-26.5M | $-2.1M | $-3.8M | -0.10σ | P16 | P23 |
| Gross Patient Revenue | $260.8M | $186.6M | $340.6M | -0.33σ | P56 | P42 |
| Total Patient Days | 15,099 | 12,073 | 21,342 | -0.32σ | P55 | P42 |
| Medicare Day % | 27.3% | 30.9% | 27.3% | -0.34σ | P41 | P50 |
| Medicaid Day % | 4.0% | 5.1% | 1.9% | -0.43σ | P43 | P72 |
| Operating Margin | -50.0% | -4.8% | -4.4% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 248,058 | $1.2M | $1.1M | -0.64σ | P8 ▼ | P6 ▼ |
| Occupancy Rate | 45.3% | 53.7% | 57.9% | -0.26σ | P40 | P33 |
| Commercial Payer % | 68.7% | 61.2% | 70.9% | +0.47σ | P67 | P44 |
| Net-to-Gross Ratio | 14.7% | 33.3% | 27.4% | -1.14σ | P8 ▼ | P12 |
| Expense per Bed | 419,308 | $1.2M | $1.2M | -0.48σ | P17 | P18 |
| Revenue per Patient Day | 2,546 | 7,054 | 6,766 | -0.07σ | P21 | P21 |
| Payer Diversity Index | 0.452 | 0.473 | 0.420 | +0.10σ | P41 | 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% | $38.4M | $94.0M | -0.22σ |
| Operating Margin | 2.1% | -0.5000 | -0.1045 | -2.08σ |
| Occupancy Rate | 44.3% | 0.4531 | 0.4352 | +0.10σ |
| Revenue Per Bed | 2.6% | 248,058 | $1.1M | -0.46σ |
| Net To Gross Ratio | 22.4% | 0.1474 | 0.2822 | -0.78σ |