Statistical Profile — CHILDRENS HOSPITAL LOS ANGELES
CCN 053302 | nan, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
413
Beds
$1.21B
Net Revenue
-36.8%
Op Margin
75.3%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
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: +2.1σ above national mean
- Operating Expenses: +2.9σ above national mean
- Net Income: -3.0σ below national mean
- Payer Diversity Index: -3.0σ below 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 | 413 | 63 | 138 | +1.53σ | P94 ▲ | P92 ▲ |
| Net Patient Revenue | $1.21B | $59.7M | $176.7M | +2.12σ | P97 ▲ | P94 ▲ |
| Operating Expenses | $1.65B | $62.7M | $191.8M | +2.93σ | P98 ▲ | P97 ▲ |
| Net Income | $-444.5M | $-2.1M | $-5.0M | -3.00σ | P1 ▼ | P1 ▼ |
| Gross Patient Revenue | $3.88B | $186.6M | $829.1M | +1.57σ | P95 ▲ | P90 |
| Total Patient Days | 113,511 | 12,073 | 27,749 | +1.59σ | P94 ▲ | P93 ▲ |
| Medicare Day % | 0.3% | 30.9% | 25.9% | -1.69σ | P1 ▼ | P2 ▼ |
| Operating Margin | -36.8% | -4.8% | -4.9% | -1.51σ | P10 ▼ | P10 |
| Revenue per Bed | $2.9M | $1.2M | $1.5M | +0.75σ | P91 ▲ | P81 |
| Occupancy Rate | 75.3% | 53.7% | 59.4% | +0.92σ | P79 | P76 |
| Commercial Payer % | 99.7% | 61.2% | 64.7% | +1.98σ | P98 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 31.1% | 33.3% | 25.8% | -0.35σ | P45 | P69 |
| Expense per Bed | $4.0M | $1.2M | $1.7M | +1.01σ | P96 ▲ | P90 ▲ |
| Revenue per Patient Day | 10,645 | 7,054 | 7,799 | -0.04σ | P68 | P66 |
| Payer Diversity Index | 0.006 | 0.473 | 0.468 | -3.01σ | P2 ▼ | P4 ▼ |
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% | $1.21B | nan | +nanσ |
| Operating Margin | 2.1% | -0.3678 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.7530 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $2.9M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3115 | nan | +nanσ |