Statistical Profile — WASHINGTON HOSPITAL CENTER
CCN 090011 | DC, DC | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
725
Beds
$1.52B
Net Revenue
-2.2%
Op Margin
89.0%
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: +3.2σ above national mean
- Net Patient Revenue: +2.8σ above national mean
- Operating Expenses: +2.7σ above national mean
- Gross Patient Revenue: +2.3σ above national mean
- Total Patient Days: +4.0σ 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 | 725 | 63 | 222 | +3.24σ | P98 ▲ | P92 ▲ |
| Net Patient Revenue | $1.52B | $59.7M | $294.6M | +2.78σ | P98 ▲ | P91 ▲ |
| Operating Expenses | $1.55B | $62.7M | $247.7M | +2.72σ | P98 ▲ | P92 ▲ |
| Net Income | $-33.2M | $-2.1M | $-17.8M | -0.14σ | P14 | P25 |
| Gross Patient Revenue | $5.21B | $186.6M | $810.0M | +2.27σ | P97 ▲ | P91 ▲ |
| Total Patient Days | 235,648 | 12,073 | 49,862 | +3.97σ | P99 ▲ | P92 ▲ |
| Medicare Day % | 30.8% | 30.9% | 30.4% | -0.16σ | P50 | P50 |
| Medicaid Day % | 9.4% | 5.1% | 7.8% | -0.01σ | P70 | P58 |
| Operating Margin | -2.2% | -4.8% | -2.9% | +0.21σ | P56 | P55 |
| Revenue per Bed | $2.1M | $1.2M | $1.4M | +0.31σ | P79 | P64 |
| Occupancy Rate | 89.0% | 53.7% | 68.5% | +1.46σ | P95 ▲ | P83 |
| Commercial Payer % | 59.9% | 61.2% | 64.7% | +0.04σ | P47 | P25 |
| Net-to-Gross Ratio | 29.1% | 33.3% | 37.2% | -0.45σ | P40 | P9 ▼ |
| Expense per Bed | $2.1M | $1.2M | $1.4M | +0.24σ | P78 | P67 |
| Revenue per Patient Day | 6,438 | 7,054 | 6,183 | -0.05σ | P44 | P64 |
| Payer Diversity Index | 0.538 | 0.473 | 0.505 | +0.71σ | P81 | P75 |
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% | $1.52B | $1.95B | -1.68σ |
| Operating Margin | 2.1% | -0.0219 | 0.0223 | -0.23σ |
| Occupancy Rate | 44.3% | 0.8897 | 1.2424 | -1.93σ |
| Revenue Per Bed | 2.6% | $2.1M | $3.0M | -0.45σ |
| Net To Gross Ratio | 22.4% | 0.2911 | 0.2148 | +0.44σ |