Statistical Profile — CHILDRENS HOSPITAL OF ORANGE COUNT
CCN 053304 | ORANGE, CA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
334
Beds
$1.31B
Net Revenue
0.7%
Op Margin
65.9%
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: +2.3σ above national mean
- Operating Expenses: +2.2σ 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 | 334 | 63 | 138 | +1.10σ | P90 | P84 |
| Net Patient Revenue | $1.31B | $59.7M | $176.7M | +2.33σ | P97 ▲ | P95 ▲ |
| Operating Expenses | $1.30B | $62.7M | $191.8M | +2.21σ | P97 ▲ | P95 ▲ |
| Net Income | $9.4M | $-2.1M | $-5.0M | +0.15σ | P85 | P79 |
| Gross Patient Revenue | $4.48B | $186.6M | $829.1M | +1.89σ | P96 ▲ | P92 ▲ |
| Total Patient Days | 80,284 | 12,073 | 27,749 | +0.95σ | P89 | P84 |
| Medicare Day % | 0.1% | 30.9% | 25.9% | -1.70σ | P0 ▼ | P1 ▼ |
| Medicaid Day % | 21.1% | 5.1% | 7.4% | +0.92σ | P88 | P88 |
| Operating Margin | 0.7% | -4.8% | -4.9% | +0.36σ | P64 | P68 |
| Revenue per Bed | $3.9M | $1.2M | $1.5M | +1.26σ | P96 ▲ | P92 ▲ |
| Occupancy Rate | 65.9% | 53.7% | 59.4% | +0.55σ | P66 | P60 |
| Commercial Payer % | 78.9% | 61.2% | 64.7% | +0.96σ | P85 | P81 |
| Net-to-Gross Ratio | 29.2% | 33.3% | 25.8% | -0.44σ | P40 | P62 |
| Expense per Bed | $3.9M | $1.2M | $1.7M | +0.96σ | P96 ▲ | P90 |
| Revenue per Patient Day | 16,322 | 7,054 | 7,799 | -0.01σ | P83 | P85 |
| Payer Diversity Index | 0.333 | 0.473 | 0.468 | -0.72σ | P17 | P20 |
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% | $1.31B | $492.6M | +3.20σ |
| Operating Margin | 2.1% | 0.0072 | -0.0926 | +0.53σ |
| Occupancy Rate | 44.3% | 0.6586 | 0.5607 | +0.54σ |
| Revenue Per Bed | 2.6% | $3.9M | $1.4M | +1.34σ |
| Net To Gross Ratio | 22.4% | 0.2923 | 0.3384 | -0.27σ |