Statistical Profile — GOOD SHEPHERD SPECIALTY HOSPITAL
CCN 392033 | LEHIGH, PA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
32
Beds
$11.0M
Net Revenue
-50.0%
Op Margin
48.1%
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.
- Operating Margin: -2.2σ 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 | 32 | 63 | 106 | -0.55σ | P32 | P16 |
| Net Patient Revenue | $11.0M | $59.7M | $83.4M | -0.45σ | P10 ▼ | P4 ▼ |
| Operating Expenses | $17.7M | $62.7M | $85.9M | -0.43σ | P16 | P9 ▼ |
| Net Income | $-6.7M | $-2.1M | $-3.8M | +0.04σ | P33 | P43 |
| Gross Patient Revenue | $40.5M | $186.6M | $340.6M | -0.44σ | P20 | P9 ▼ |
| Total Patient Days | 5,617 | 12,073 | 21,342 | -0.50σ | P36 | P22 |
| Medicare Day % | 52.7% | 30.9% | 27.3% | +0.94σ | P83 | P93 ▲ |
| Medicaid Day % | 0.2% | 5.1% | 1.9% | -0.73σ | P3 ▼ | P3 ▼ |
| Operating Margin | -50.0% | -4.8% | -4.4% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 343,456 | $1.2M | $1.1M | -0.59σ | P13 | P14 |
| Occupancy Rate | 48.1% | 53.7% | 57.9% | -0.15σ | P43 | P35 |
| Commercial Payer % | 47.1% | 61.2% | 70.9% | -0.59σ | P27 | P7 ▼ |
| Net-to-Gross Ratio | 27.1% | 33.3% | 27.4% | -0.54σ | P34 | P49 |
| Expense per Bed | 553,442 | $1.2M | $1.2M | -0.42σ | P24 | P25 |
| Revenue per Patient Day | 1,957 | 7,054 | 6,766 | -0.07σ | P17 | P17 |
| Payer Diversity Index | 0.501 | 0.473 | 0.420 | +0.45σ | P66 | P86 |
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% | $11.0M | $38.7M | -0.11σ |
| Operating Margin | 2.1% | -0.5000 | -0.0582 | -2.33σ |
| Occupancy Rate | 44.3% | 0.4809 | 0.4185 | +0.34σ |
| Revenue Per Bed | 2.6% | 343,456 | $1.6M | -0.64σ |
| Net To Gross Ratio | 22.4% | 0.2711 | 0.4341 | -0.94σ |