Statistical Profile — LEHIGH VALLEY
CCN 390133 | LEHIGH, PA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,190
Beds
$2.84B
Net Revenue
-5.9%
Op Margin
74.5%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +5.8σ above national mean
- Net Patient Revenue: +5.6σ above national mean
- Operating Expenses: +5.7σ above national mean
- Gross Patient Revenue: +7.3σ above national mean
- Total Patient Days: +5.5σ 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 | 1,190 | 63 | 106 | +5.79σ | P100 ▲ | P100 ▲ |
| Net Patient Revenue | $2.84B | $59.7M | $83.4M | +5.62σ | P100 ▲ | P99 ▲ |
| Operating Expenses | $3.01B | $62.7M | $85.9M | +5.72σ | P99 ▲ | P99 ▲ |
| Net Income | $-167.1M | $-2.1M | $-3.8M | -1.07σ | P3 ▼ | P4 ▼ |
| Gross Patient Revenue | $14.88B | $186.6M | $340.6M | +7.34σ | P100 ▲ | P98 ▲ |
| Total Patient Days | 314,997 | 12,073 | 21,342 | +5.51σ | P100 ▲ | P100 ▲ |
| Medicare Day % | 28.8% | 30.9% | 27.3% | -0.26σ | P45 | P55 |
| Medicaid Day % | 7.9% | 5.1% | 1.9% | -0.12σ | P65 | P91 ▲ |
| Operating Margin | -5.9% | -4.8% | -4.4% | +0.03σ | P47 | P47 |
| Revenue per Bed | $2.4M | $1.2M | $1.1M | +0.47σ | P84 | P86 |
| Occupancy Rate | 74.5% | 53.7% | 57.9% | +0.89σ | P78 | P74 |
| Commercial Payer % | 63.3% | 61.2% | 70.9% | +0.20σ | P55 | P34 |
| Net-to-Gross Ratio | 19.1% | 33.3% | 27.4% | -0.93σ | P17 | P29 |
| Expense per Bed | $2.5M | $1.2M | $1.2M | +0.40σ | P85 | P88 |
| Revenue per Patient Day | 9,027 | 7,054 | 6,766 | -0.04σ | P61 | P67 |
| Payer Diversity Index | 0.510 | 0.473 | 0.420 | +0.51σ | P71 | P91 ▲ |
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% | $2.84B | $2.51B | +1.29σ |
| Operating Margin | 2.1% | -0.0588 | 0.0079 | -0.35σ |
| Occupancy Rate | 44.3% | 0.7446 | 1.0605 | -1.73σ |
| Revenue Per Bed | 2.6% | $2.4M | $2.2M | +0.11σ |
| Net To Gross Ratio | 22.4% | 0.1911 | 0.0240 | +0.96σ |