Statistical Profile — CHILDRENS HOSPITAL
CCN 093300 | DC, DC | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
323
Beds
$1.36B
Net Revenue
-8.2%
Op Margin
89.3%
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.
- Net Patient Revenue: +2.4σ above national mean
- Operating Expenses: +2.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and DC (n=12) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | DC Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 323 | 63 | 222 | +1.04σ | P89 | P67 |
| Net Patient Revenue | $1.36B | $59.7M | $294.6M | +2.45σ | P97 ▲ | P82 |
| Operating Expenses | $1.47B | $62.7M | $247.7M | +2.57σ | P98 ▲ | P83 |
| Net Income | $-112.3M | $-2.1M | $-17.8M | -0.69σ | P4 ▼ | P8 ▼ |
| Gross Patient Revenue | $3.55B | $186.6M | $810.0M | +1.40σ | P94 ▲ | P73 |
| Total Patient Days | 105,293 | 12,073 | 49,862 | +1.43σ | P93 ▲ | P75 |
| Medicare Day % | 0.1% | 30.9% | 30.4% | -1.70σ | P0 ▼ | P8 ▼ |
| Medicaid Day % | 12.4% | 5.1% | 7.8% | +0.23σ | P77 | P75 |
| Operating Margin | -8.2% | -4.8% | -2.9% | -0.09σ | P41 | P18 |
| Revenue per Bed | $4.2M | $1.2M | $1.4M | +1.41σ | P97 ▲ | P91 ▲ |
| Occupancy Rate | 89.3% | 53.7% | 68.5% | +1.48σ | P95 ▲ | P92 ▲ |
| Commercial Payer % | 87.5% | 61.2% | 64.7% | +1.38σ | P91 ▲ | P83 |
| Net-to-Gross Ratio | 38.4% | 33.3% | 37.2% | -0.00σ | P60 | P55 |
| Expense per Bed | $4.6M | $1.2M | $1.4M | +1.24σ | P97 ▲ | P92 ▲ |
| Revenue per Patient Day | 12,939 | 7,054 | 6,183 | -0.03σ | P76 | P91 ▲ |
| Payer Diversity Index | 0.219 | 0.473 | 0.505 | -1.52σ | P10 ▼ | P8 ▼ |
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% | $1.36B | $723.1M | +2.50σ |
| Operating Margin | 2.1% | -0.0824 | -0.0798 | -0.01σ |
| Occupancy Rate | 44.3% | 0.8931 | 0.7590 | +0.73σ |
| Revenue Per Bed | 2.6% | $4.2M | $2.0M | +1.18σ |
| Net To Gross Ratio | 22.4% | 0.3841 | 0.4166 | -0.19σ |