Statistical Profile — JAMES LAWRENCE KERNAN HOSPITAL
CCN 210058 | BALTIMORE, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
138
Beds
$123.3M
Net Revenue
-0.2%
Op Margin
62.5%
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.
- Net-to-Gross Ratio: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MD (n=59) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 138 | 63 | 190 | +0.03σ | P70 | P38 |
| Net Patient Revenue | $123.3M | $59.7M | $270.0M | -0.21σ | P64 | P20 |
| Operating Expenses | $123.6M | $62.7M | $272.2M | -0.21σ | P64 | P29 |
| Net Income | -276,167 | $-2.1M | $-24.1M | +0.08σ | P62 | P83 |
| Gross Patient Revenue | $143.9M | $186.6M | $335.5M | -0.39σ | P45 | P20 |
| Total Patient Days | 31,497 | 12,073 | 46,903 | -0.00σ | P71 | P37 |
| Medicare Day % | 36.8% | 30.9% | 39.6% | +0.14σ | P62 | P41 |
| Medicaid Day % | 2.7% | 5.1% | 6.6% | -0.53σ | P33 | P13 |
| Operating Margin | -0.2% | -4.8% | -8.3% | +0.31σ | P62 | P80 |
| Revenue per Bed | 893,558 | $1.2M | $1.5M | -0.30σ | P39 | P14 |
| Occupancy Rate | 62.5% | 53.7% | 74.4% | +0.42σ | P62 | P19 |
| Commercial Payer % | 60.5% | 61.2% | 53.5% | +0.07σ | P48 | P69 |
| Net-to-Gross Ratio | 85.7% | 33.3% | 83.2% | +2.26σ | P96 ▲ | P82 |
| Expense per Bed | 895,559 | $1.2M | $1.5M | -0.28σ | P37 | P24 |
| Revenue per Patient Day | 3,915 | 7,054 | 5,725 | -0.06σ | P25 | P12 |
| Payer Diversity Index | 0.498 | 0.473 | 0.534 | +0.43σ | P63 | P34 |
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% | $123.3M | $241.0M | -0.46σ |
| Operating Margin | 2.1% | -0.0022 | -0.0445 | +0.22σ |
| Occupancy Rate | 44.3% | 0.6253 | 0.5223 | +0.56σ |
| Revenue Per Bed | 2.6% | 893,558 | $1.6M | -0.38σ |
| Net To Gross Ratio | 22.4% | 0.8569 | 0.3352 | +3.01σ |