Statistical Profile — RONALD REAGAN UCLA
CCN 050262 | LOS ANGELES, CA | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
446
Beds
$2.62B
Net Revenue
-6.8%
Op Margin
109.7%
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: +5.1σ above national mean
- Operating Expenses: +5.3σ above national mean
- Gross Patient Revenue: +3.2σ above national mean
- Total Patient Days: +2.9σ above national mean
- Revenue per Bed: +2.3σ above national mean
- Occupancy Rate: +2.3σ 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 | 446 | 63 | 138 | +1.71σ | P95 ▲ | P94 ▲ |
| Net Patient Revenue | $2.62B | $59.7M | $176.7M | +5.14σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.80B | $62.7M | $191.8M | +5.29σ | P99 ▲ | P98 ▲ |
| Net Income | $-178.3M | $-2.1M | $-5.0M | -1.15σ | P3 ▼ | P6 ▼ |
| Gross Patient Revenue | $6.92B | $186.6M | $829.1M | +3.17σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 178,576 | 12,073 | 27,749 | +2.86σ | P98 ▲ | P98 ▲ |
| Medicare Day % | 22.9% | 30.9% | 25.9% | -0.55σ | P30 | P43 |
| Medicaid Day % | 14.1% | 5.1% | 7.4% | +0.36σ | P80 | P76 |
| Operating Margin | -6.8% | -4.8% | -4.9% | -0.02σ | P45 | P45 |
| Revenue per Bed | $5.9M | $1.2M | $1.5M | +2.27σ | P99 ▲ | P96 ▲ |
| Occupancy Rate | 109.7% | 53.7% | 59.4% | +2.28σ | P100 ▲ | P100 ▲ |
| Commercial Payer % | 63.0% | 61.2% | 64.7% | +0.19σ | P54 | P46 |
| Net-to-Gross Ratio | 37.9% | 33.3% | 25.8% | -0.03σ | P59 | P77 |
| Expense per Bed | $6.3M | $1.2M | $1.7M | +1.95σ | P99 ▲ | P97 ▲ |
| Revenue per Patient Day | 14,675 | 7,054 | 7,799 | -0.02σ | P80 | P81 |
| Payer Diversity Index | 0.531 | 0.473 | 0.468 | +0.66σ | P79 | P81 |
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% | $2.62B | $1.45B | +4.59σ |
| Operating Margin | 2.1% | -0.0680 | -0.0153 | -0.28σ |
| Occupancy Rate | 44.3% | 1.0970 | 1.2196 | -0.67σ |
| Revenue Per Bed | 2.6% | $5.9M | $3.1M | +1.45σ |
| Net To Gross Ratio | 22.4% | 0.3786 | 0.4117 | -0.19σ |