Statistical Profile — SEATTLE CHILDRENS HOSPITAL
CCN 503300 | KING, WA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
350
Beds
$1.70B
Net Revenue
5.7%
Op Margin
78.3%
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: +3.2σ above national mean
- Operating Expenses: +2.8σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and WA (n=104) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | WA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 350 | 63 | 54 | +1.19σ | P91 ▲ | P91 ▲ |
| Net Patient Revenue | $1.70B | $59.7M | $95.5M | +3.17σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.61B | $62.7M | $100.1M | +2.84σ | P98 ▲ | P97 ▲ |
| Net Income | $97.2M | $-2.1M | $-5.0M | +0.76σ | P98 ▲ | P99 ▲ |
| Gross Patient Revenue | $3.36B | $186.6M | $261.9M | +1.30σ | P93 ▲ | P94 ▲ |
| Total Patient Days | 99,435 | 12,073 | 13,378 | +1.32σ | P92 ▲ | P88 |
| Medicare Day % | 0.6% | 30.9% | 30.6% | -1.67σ | P2 ▼ | P1 ▼ |
| Medicaid Day % | 28.2% | 5.1% | 3.3% | +1.48σ | P93 ▲ | P91 ▲ |
| Operating Margin | 5.7% | -4.8% | -10.3% | +0.61σ | P75 | P92 ▲ |
| Revenue per Bed | $4.9M | $1.2M | $1.9M | +1.75σ | P98 ▲ | P93 ▲ |
| Occupancy Rate | 78.3% | 53.7% | 61.2% | +1.04σ | P84 | P78 |
| Commercial Payer % | 71.2% | 61.2% | 63.2% | +0.59σ | P72 | P68 |
| Net-to-Gross Ratio | 50.7% | 33.3% | 36.7% | +0.58σ | P75 | P71 |
| Expense per Bed | $4.6M | $1.2M | $2.0M | +1.25σ | P97 ▲ | P91 ▲ |
| Revenue per Patient Day | 17,121 | 7,054 | 9,258 | -0.01σ | P84 | P79 |
| Payer Diversity Index | 0.414 | 0.473 | 0.460 | -0.16σ | P31 | P28 |
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% | $1.70B | $633.9M | +4.18σ |
| Operating Margin | 2.1% | 0.0571 | -0.0999 | +0.83σ |
| Occupancy Rate | 44.3% | 0.7826 | 0.6737 | +0.60σ |
| Revenue Per Bed | 2.6% | $4.9M | $1.6M | +1.69σ |
| Net To Gross Ratio | 22.4% | 0.5068 | 0.4092 | +0.56σ |