Statistical Profile — CHILDRENS HOSP & RES CNTR OAKLAND
CCN 053301 | ALAMEDA, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
155
Beds
$687.9M
Net Revenue
-7.1%
Op Margin
69.3%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +2.8σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and CA (n=414) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | CA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 155 | 63 | 138 | +0.12σ | P73 | P54 |
| Net Patient Revenue | $687.9M | $59.7M | $176.7M | +1.00σ | P92 ▲ | P85 |
| Operating Expenses | $736.4M | $62.7M | $191.8M | +1.05σ | P93 ▲ | P85 |
| Net Income | $-48.5M | $-2.1M | $-5.0M | -0.25σ | P10 | P20 |
| Gross Patient Revenue | $1.94B | $186.6M | $829.1M | +0.55σ | P87 | P70 |
| Total Patient Days | 42,391 | 12,073 | 27,749 | +0.21σ | P77 | P61 |
| Medicare Day % | 0.2% | 30.9% | 25.9% | -1.69σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 45.1% | 5.1% | 7.4% | +2.82σ | P97 ▲ | P97 ▲ |
| Operating Margin | -7.1% | -4.8% | -4.9% | -0.03σ | P44 | P45 |
| Revenue per Bed | $4.4M | $1.2M | $1.5M | +1.53σ | P97 ▲ | P94 ▲ |
| Occupancy Rate | 69.3% | 53.7% | 59.4% | +0.69σ | P71 | P64 |
| Commercial Payer % | 54.7% | 61.2% | 64.7% | -0.22σ | P38 | P26 |
| Net-to-Gross Ratio | 35.5% | 33.3% | 25.8% | -0.14σ | P54 | P74 |
| Expense per Bed | $4.8M | $1.2M | $1.7M | +1.32σ | P98 ▲ | P94 ▲ |
| Revenue per Patient Day | 16,228 | 7,054 | 7,799 | -0.01σ | P83 | P85 |
| Payer Diversity Index | 0.497 | 0.473 | 0.468 | +0.42σ | P63 | P62 |
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% | $687.9M | $240.0M | +1.75σ |
| Operating Margin | 2.1% | -0.0705 | -0.1135 | +0.23σ |
| Occupancy Rate | 44.3% | 0.6927 | 0.6220 | +0.39σ |
| Revenue Per Bed | 2.6% | $4.4M | $1.4M | +1.56σ |
| Net To Gross Ratio | 22.4% | 0.3552 | 0.4336 | -0.45σ |