Statistical Profile — ALLIED SERVICES REHAB HOSPITAL
CCN 393030 | nan, PA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$26.6M
Net Revenue
-18.1%
Op Margin
49.4%
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.
- Medicare Day %: +2.0σ 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 | 50 | 63 | 106 | -0.46σ | P44 | P27 |
| Net Patient Revenue | $26.6M | $59.7M | $83.4M | -0.41σ | P30 | P20 |
| Operating Expenses | $31.4M | $62.7M | $85.9M | -0.40σ | P33 | P24 |
| Net Income | $-4.8M | $-2.1M | $-3.8M | +0.05σ | P38 | P46 |
| Gross Patient Revenue | $45.6M | $186.6M | $340.6M | -0.44σ | P23 | P12 |
| Total Patient Days | 9,009 | 12,073 | 21,342 | -0.44σ | P45 | P32 |
| Medicare Day % | 73.9% | 30.9% | 27.3% | +2.00σ | P95 ▲ | P99 ▲ |
| Medicaid Day % | 4.3% | 5.1% | 1.9% | -0.41σ | P45 | P74 |
| Operating Margin | -18.1% | -4.8% | -4.4% | -0.58σ | P23 | P26 |
| Revenue per Bed | 531,091 | $1.2M | $1.1M | -0.49σ | P24 | P26 |
| Occupancy Rate | 49.4% | 53.7% | 57.9% | -0.10σ | P44 | P37 |
| Commercial Payer % | 21.8% | 61.2% | 70.9% | -1.82σ | P5 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 58.2% | 33.3% | 27.4% | +0.94σ | P83 | P94 ▲ |
| Expense per Bed | 627,016 | $1.2M | $1.2M | -0.39σ | P27 | P28 |
| Revenue per Patient Day | 2,948 | 7,054 | 6,766 | -0.06σ | P22 | P23 |
| Payer Diversity Index | 0.404 | 0.473 | 0.420 | -0.23σ | P28 | P42 |
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% | $26.6M | $88.1M | -0.24σ |
| Operating Margin | 2.1% | -0.1806 | -0.0761 | -0.55σ |
| Occupancy Rate | 44.3% | 0.4936 | 0.3283 | +0.91σ |
| Revenue Per Bed | 2.6% | 531,091 | $1.5M | -0.49σ |
| Net To Gross Ratio | 22.4% | 0.5821 | 0.5145 | +0.39σ |