Statistical Profile — UPMC PINNACLE HOSPITALS
CCN 390067 | nan, PA | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
561
Beds
$1.29B
Net Revenue
8.9%
Op Margin
78.5%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.3σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Total Patient Days: +2.5σ 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 | 561 | 63 | 106 | +2.34σ | P97 ▲ | P95 ▲ |
| Net Patient Revenue | $1.29B | $59.7M | $83.4M | +2.30σ | P97 ▲ | P94 ▲ |
| Operating Expenses | $1.18B | $62.7M | $85.9M | +1.96σ | P96 ▲ | P95 ▲ |
| Net Income | $115.0M | $-2.1M | $-3.8M | +0.89σ | P98 ▲ | P99 ▲ |
| Gross Patient Revenue | $4.27B | $186.6M | $340.6M | +1.78σ | P96 ▲ | P93 ▲ |
| Total Patient Days | 160,754 | 12,073 | 21,342 | +2.51σ | P97 ▲ | P95 ▲ |
| Medicare Day % | 26.0% | 30.9% | 27.3% | -0.40σ | P38 | P44 |
| Medicaid Day % | 3.6% | 5.1% | 1.9% | -0.46σ | P40 | P69 |
| Operating Margin | 8.9% | -4.8% | -4.4% | +0.77σ | P80 | P81 |
| Revenue per Bed | $2.3M | $1.2M | $1.1M | +0.42σ | P83 | P85 |
| Occupancy Rate | 78.5% | 53.7% | 57.9% | +1.05σ | P84 | P83 |
| Commercial Payer % | 70.4% | 61.2% | 70.9% | +0.55σ | P71 | P48 |
| Net-to-Gross Ratio | 30.2% | 33.3% | 27.4% | -0.39σ | P43 | P59 |
| Expense per Bed | $2.1M | $1.2M | $1.2M | +0.22σ | P78 | P82 |
| Revenue per Patient Day | 8,042 | 7,054 | 6,766 | -0.05σ | P56 | P60 |
| Payer Diversity Index | 0.436 | 0.473 | 0.420 | -0.01σ | P36 | P55 |
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% | $1.29B | $1.28B | +0.03σ |
| Operating Margin | 2.1% | 0.0889 | -0.0231 | +0.59σ |
| Occupancy Rate | 44.3% | 0.7851 | 0.8407 | -0.30σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.1M | +0.11σ |
| Net To Gross Ratio | 22.4% | 0.3025 | 0.2467 | +0.32σ |