Statistical Profile — LANCASTER GENERAL HOSPITAL
CCN 390100 | LANCASTER, PA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
620
Beds
$1.33B
Net Revenue
-2.6%
Op Margin
66.6%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.7σ above national mean
- Net Patient Revenue: +2.4σ above national mean
- Operating Expenses: +2.3σ above national mean
- Total Patient Days: +2.3σ 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 | 620 | 63 | 106 | +2.66σ | P97 ▲ | P96 ▲ |
| Net Patient Revenue | $1.33B | $59.7M | $83.4M | +2.38σ | P97 ▲ | P95 ▲ |
| Operating Expenses | $1.36B | $62.7M | $85.9M | +2.34σ | P97 ▲ | P96 ▲ |
| Net Income | $-33.9M | $-2.1M | $-3.8M | -0.15σ | P14 | P19 |
| Gross Patient Revenue | $3.97B | $186.6M | $340.6M | +1.62σ | P95 ▲ | P92 ▲ |
| Total Patient Days | 150,655 | 12,073 | 21,342 | +2.32σ | P96 ▲ | P94 ▲ |
| Medicare Day % | 26.1% | 30.9% | 27.3% | -0.39σ | P38 | P46 |
| Medicaid Day % | 3.0% | 5.1% | 1.9% | -0.51σ | P36 | P64 |
| Operating Margin | -2.6% | -4.8% | -4.4% | +0.20σ | P56 | P55 |
| Revenue per Bed | $2.1M | $1.2M | $1.1M | +0.34σ | P80 | P80 |
| Occupancy Rate | 66.6% | 53.7% | 57.9% | +0.58σ | P67 | P63 |
| Commercial Payer % | 70.9% | 61.2% | 70.9% | +0.57σ | P72 | P50 |
| Net-to-Gross Ratio | 33.5% | 33.3% | 27.4% | -0.24σ | P50 | P71 |
| Expense per Bed | $2.2M | $1.2M | $1.2M | +0.26σ | P80 | P85 |
| Revenue per Patient Day | 8,825 | 7,054 | 6,766 | -0.04σ | P60 | P66 |
| Payer Diversity Index | 0.429 | 0.473 | 0.420 | -0.05σ | P35 | P51 |
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% | $1.33B | $1.16B | +0.65σ |
| Operating Margin | 2.1% | -0.0255 | -0.0347 | +0.05σ |
| Occupancy Rate | 44.3% | 0.6657 | 0.6307 | +0.19σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.5M | +0.32σ |
| Net To Gross Ratio | 22.4% | 0.3347 | 0.1740 | +0.93σ |