Statistical Profile — UPMC KANE
CCN 390104 | nan, PA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$21.6M
Net Revenue
-4.9%
Op Margin
13.5%
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.
- Payer Diversity Index: -3.0σ 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 | 18 | 63 | 106 | -0.63σ | P9 ▼ | P3 ▼ |
| Net Patient Revenue | $21.6M | $59.7M | $83.4M | -0.42σ | P24 | P15 |
| Operating Expenses | $22.7M | $62.7M | $85.9M | -0.42σ | P23 | P16 |
| Net Income | $-1.1M | $-2.1M | $-3.8M | +0.08σ | P57 | P58 |
| Gross Patient Revenue | $66.6M | $186.6M | $340.6M | -0.43σ | P31 | P19 |
| Total Patient Days | 886 | 12,073 | 21,342 | -0.60σ | P6 ▼ | P4 ▼ |
| Medicaid Day % | 0.5% | 5.1% | 1.9% | -0.71σ | P7 ▼ | P10 |
| Operating Margin | -4.9% | -4.8% | -4.4% | +0.08σ | P50 | P49 |
| Revenue per Bed | $1.2M | $1.2M | $1.1M | -0.15σ | P50 | P52 |
| Occupancy Rate | 13.5% | 53.7% | 57.9% | -1.51σ | P7 ▼ | P6 ▼ |
| Commercial Payer % | 99.5% | 61.2% | 70.9% | +1.97σ | P98 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 32.5% | 33.3% | 27.4% | -0.29σ | P48 | P68 |
| Expense per Bed | $1.3M | $1.2M | $1.2M | -0.13σ | P51 | P54 |
| Revenue per Patient Day | 24,424 | 7,054 | 6,766 | +0.02σ | P92 ▲ | P93 ▲ |
| Payer Diversity Index | 0.009 | 0.473 | 0.420 | -2.99σ | P2 ▼ | P3 ▼ |
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% | $21.6M | nan | +nanσ |
| Operating Margin | 2.1% | -0.0489 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1349 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $1.2M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3250 | nan | +nanσ |