Statistical Profile — UPMC MAGEE-WOMENS HOSPITAL
CCN 390114 | ALLEGHENY, PA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
347
Beds
$910.8M
Net Revenue
-23.9%
Op Margin
75.8%
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.
- Gross Patient Revenue: +2.4σ above national mean
- Payer Diversity Index: -2.0σ 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 | 347 | 63 | 106 | +1.17σ | P91 ▲ | P89 |
| Net Patient Revenue | $910.8M | $59.7M | $83.4M | +1.48σ | P95 ▲ | P93 ▲ |
| Operating Expenses | $1.13B | $62.7M | $85.9M | +1.86σ | P96 ▲ | P94 ▲ |
| Net Income | $-218.1M | $-2.1M | $-3.8M | -1.43σ | P2 ▼ | P2 ▼ |
| Gross Patient Revenue | $5.47B | $186.6M | $340.6M | +2.41σ | P97 ▲ | P94 ▲ |
| Total Patient Days | 94,221 | 12,073 | 21,342 | +1.22σ | P91 ▲ | P90 |
| Medicare Day % | 4.9% | 30.9% | 27.3% | -1.45σ | P6 ▼ | P9 ▼ |
| Medicaid Day % | 2.8% | 5.1% | 1.9% | -0.53σ | P33 | P61 |
| Operating Margin | -23.9% | -4.8% | -4.4% | -0.87σ | P17 | P17 |
| Revenue per Bed | $2.6M | $1.2M | $1.1M | +0.59σ | P87 | P89 |
| Occupancy Rate | 75.8% | 53.7% | 57.9% | +0.94σ | P80 | P77 |
| Commercial Payer % | 92.3% | 61.2% | 70.9% | +1.62σ | P94 ▲ | P88 |
| Net-to-Gross Ratio | 16.6% | 33.3% | 27.4% | -1.04σ | P11 | P20 |
| Expense per Bed | $3.3M | $1.2M | $1.2M | +0.70σ | P92 ▲ | P94 ▲ |
| Revenue per Patient Day | 9,667 | 7,054 | 6,766 | -0.04σ | P64 | P70 |
| Payer Diversity Index | 0.145 | 0.473 | 0.420 | -2.04σ | P7 ▼ | P12 |
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% | $910.8M | $657.7M | +0.99σ |
| Operating Margin | 2.1% | -0.2395 | -0.0652 | -0.92σ |
| Occupancy Rate | 44.3% | 0.7578 | 0.6517 | +0.58σ |
| Revenue Per Bed | 2.6% | $2.6M | $1.7M | +0.48σ |
| Net To Gross Ratio | 22.4% | 0.1665 | 0.3258 | -0.92σ |