Statistical Profile — FRED HUTCHINSON CANCER CENTER
CCN 500138 | KING, WA | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$1.17B
Net Revenue
-50.0%
Op Margin
93.5%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
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: +2.0σ above national mean
- Operating Expenses: +3.6σ above national mean
- Net Income: -5.5σ below national mean
- Operating Margin: -2.2σ below national mean
- Revenue per Bed: +29.5σ above national mean
- Expense per Bed: +40.2σ 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 | 20 | 63 | 54 | -0.62σ | P10 | P13 |
| Net Patient Revenue | $1.17B | $59.7M | $95.5M | +2.04σ | P96 ▲ | P94 ▲ |
| Operating Expenses | $1.98B | $62.7M | $100.1M | +3.60σ | P98 ▲ | P98 ▲ |
| Net Income | $-804.2M | $-2.1M | $-5.0M | -5.50σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $2.34B | $186.6M | $261.9M | +0.76σ | P89 | P83 |
| Total Patient Days | 6,827 | 12,073 | 13,378 | -0.48σ | P40 | P42 |
| Medicare Day % | 22.5% | 30.9% | 30.6% | -0.58σ | P29 | P27 |
| Medicaid Day % | 3.0% | 5.1% | 3.3% | -0.51σ | P35 | P42 |
| Operating Margin | -50.0% | -4.8% | -10.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $58.6M | $1.2M | $1.9M | +29.51σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 93.5% | 53.7% | 61.2% | +1.64σ | P97 ▲ | P92 ▲ |
| Commercial Payer % | 74.6% | 61.2% | 63.2% | +0.75σ | P79 | P81 |
| Net-to-Gross Ratio | 50.0% | 33.3% | 36.7% | +0.55σ | P75 | P69 |
| Expense per Bed | $98.8M | $1.2M | $2.0M | +40.20σ | P100 ▲ | P99 ▲ |
| Revenue per Patient Day | 171,605 | 7,054 | 9,258 | +0.57σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.392 | 0.473 | 0.460 | -0.31σ | P26 | P19 |
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% | $1.17B | $32.7M | +4.45σ |
| Operating Margin | 2.1% | -0.5000 | -0.0423 | -2.41σ |
| Occupancy Rate | 44.3% | 0.9352 | 0.5850 | +1.92σ |
| Revenue Per Bed | 2.6% | $58.6M | $1.7M | +29.65σ |
| Net To Gross Ratio | 22.4% | 0.5002 | 0.3445 | +0.90σ |