Statistical Profile — HOSPITAL OF THE UNIV OF PENNA
CCN 390111 | PHILADELPHIA, PA | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,051
Beds
$3.36B
Net Revenue
-12.8%
Op Margin
75.6%
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.
- Beds: +5.0σ above national mean
- Net Patient Revenue: +6.7σ above national mean
- Operating Expenses: +7.3σ above national mean
- Net Income: -2.9σ below national mean
- Gross Patient Revenue: +9.7σ above national mean
- Total Patient Days: +5.0σ above 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 | 1,051 | 63 | 106 | +5.02σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $3.36B | $59.7M | $83.4M | +6.73σ | P100 ▲ | P99 ▲ |
| Operating Expenses | $3.79B | $62.7M | $85.9M | +7.33σ | P100 ▲ | P100 ▲ |
| Net Income | $-428.9M | $-2.1M | $-3.8M | -2.89σ | P1 ▼ | P1 ▼ |
| Gross Patient Revenue | $19.44B | $186.6M | $340.6M | +9.73σ | P100 ▲ | P100 ▲ |
| Total Patient Days | 288,120 | 12,073 | 21,342 | +4.99σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 23.5% | 30.9% | 27.3% | -0.53σ | P32 | P38 |
| Medicaid Day % | 2.3% | 5.1% | 1.9% | -0.57σ | P28 | P54 |
| Operating Margin | -12.8% | -4.8% | -4.4% | -0.31σ | P31 | P34 |
| Revenue per Bed | $3.2M | $1.2M | $1.1M | +0.89σ | P93 ▲ | P93 ▲ |
| Occupancy Rate | 75.6% | 53.7% | 57.9% | +0.94σ | P80 | P77 |
| Commercial Payer % | 74.3% | 61.2% | 70.9% | +0.74σ | P78 | P60 |
| Net-to-Gross Ratio | 17.3% | 33.3% | 27.4% | -1.01σ | P13 | P21 |
| Expense per Bed | $3.6M | $1.2M | $1.2M | +0.84σ | P94 ▲ | P96 ▲ |
| Revenue per Patient Day | 11,677 | 7,054 | 6,766 | -0.03σ | P72 | P82 |
| Payer Diversity Index | 0.393 | 0.473 | 0.420 | -0.31σ | P26 | P40 |
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% | $3.36B | $2.28B | +4.22σ |
| Operating Margin | 2.1% | -0.1275 | -0.0262 | -0.53σ |
| Occupancy Rate | 44.3% | 0.7560 | 0.9482 | -1.05σ |
| Revenue Per Bed | 2.6% | $3.2M | $2.1M | +0.58σ |
| Net To Gross Ratio | 22.4% | 0.1731 | 0.1630 | +0.06σ |