Statistical Profile — UPMC - PRESBYTERIAN SHADYSIDE
CCN 390164 | ALLEGHENY, PA | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,141
Beds
$2.24B
Net Revenue
-23.0%
Op Margin
74.8%
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: +5.5σ above national mean
- Net Patient Revenue: +4.3σ above national mean
- Operating Expenses: +5.2σ above national mean
- Net Income: -3.5σ below national mean
- Gross Patient Revenue: +8.8σ above national mean
- Total Patient Days: +5.4σ 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 | 1,141 | 63 | 106 | +5.52σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $2.24B | $59.7M | $83.4M | +4.32σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.75B | $62.7M | $85.9M | +5.19σ | P99 ▲ | P98 ▲ |
| Net Income | $-514.9M | $-2.1M | $-3.8M | -3.49σ | P1 ▼ | P0 ▼ |
| Gross Patient Revenue | $17.66B | $186.6M | $340.6M | +8.80σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 307,126 | 12,073 | 21,342 | +5.36σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 18.3% | 30.9% | 27.3% | -0.78σ | P21 | P23 |
| Medicaid Day % | 1.7% | 5.1% | 1.9% | -0.61σ | P23 | P47 |
| Operating Margin | -23.0% | -4.8% | -4.4% | -0.82σ | P17 | P19 |
| Revenue per Bed | $2.0M | $1.2M | $1.1M | +0.25σ | P76 | P77 |
| Occupancy Rate | 74.8% | 53.7% | 57.9% | +0.91σ | P79 | P75 |
| Commercial Payer % | 80.0% | 61.2% | 70.9% | +1.02σ | P86 | P73 |
| Net-to-Gross Ratio | 12.7% | 33.3% | 27.4% | -1.23σ | P5 ▼ | P5 ▼ |
| Expense per Bed | $2.4M | $1.2M | $1.2M | +0.35σ | P83 | P86 |
| Revenue per Patient Day | 7,280 | 7,054 | 6,766 | -0.05σ | P51 | P54 |
| Payer Diversity Index | 0.327 | 0.473 | 0.420 | -0.77σ | P16 | P27 |
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% | $2.24B | $2.38B | -0.55σ |
| Operating Margin | 2.1% | -0.2303 | -0.0618 | -0.89σ |
| Occupancy Rate | 44.3% | 0.7482 | 0.8581 | -0.60σ |
| Revenue Per Bed | 2.6% | $2.0M | $1.9M | +0.05σ |
| Net To Gross Ratio | 22.4% | 0.1266 | 0.2244 | -0.56σ |