Statistical Profile — KENNEDY KRIEGER
CCN 213301 | BALTIMORE, MD | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$203.5M
Net Revenue
-50.0%
Op Margin
59.3%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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
- Expense per Bed: +2.1σ 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 | 50 | 63 | 190 | -0.46σ | P44 | P7 ▼ |
| Net Patient Revenue | $203.5M | $59.7M | $270.0M | -0.04σ | P73 | P39 |
| Operating Expenses | $337.4M | $62.7M | $272.2M | +0.23σ | P82 | P62 |
| Net Income | $-133.9M | $-2.1M | $-24.1M | -0.84σ | P4 ▼ | P9 ▼ |
| Gross Patient Revenue | $255.0M | $186.6M | $335.5M | -0.33σ | P55 | P39 |
| Total Patient Days | 10,822 | 12,073 | 46,903 | -0.40σ | P48 | P12 |
| Medicaid Day % | 9.7% | 5.1% | 6.6% | +0.02σ | P71 | P72 |
| Operating Margin | -50.0% | -4.8% | -8.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $4.1M | $1.2M | $1.5M | +1.34σ | P96 ▲ | P98 ▲ |
| Occupancy Rate | 59.3% | 53.7% | 74.4% | +0.29σ | P58 | P14 |
| Commercial Payer % | 90.3% | 61.2% | 53.5% | +1.52σ | P92 ▲ | P88 |
| Net-to-Gross Ratio | 79.8% | 33.3% | 83.2% | +1.97σ | P95 ▲ | P25 |
| Expense per Bed | $6.7M | $1.2M | $1.5M | +2.14σ | P99 ▲ | P98 ▲ |
| Revenue per Patient Day | 18,803 | 7,054 | 5,725 | -0.00σ | P87 | P96 ▲ |
| Payer Diversity Index | 0.175 | 0.473 | 0.534 | -1.83σ | P8 ▼ | P12 |
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% | $203.5M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5930 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $4.1M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7980 | nan | +nanσ |