Statistical Profile — UCI MEDICAL CENTER
CCN 050348 | nan, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
397
Beds
$1.90B
Net Revenue
-2.5%
Op Margin
94.6%
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: +3.6σ above national mean
- Operating Expenses: +3.5σ above national mean
- Gross Patient Revenue: +2.5σ above national mean
- Total Patient Days: +2.1σ 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 | 397 | 63 | 138 | +1.44σ | P93 ▲ | P91 ▲ |
| Net Patient Revenue | $1.90B | $59.7M | $176.7M | +3.59σ | P99 ▲ | P97 ▲ |
| Operating Expenses | $1.94B | $62.7M | $191.8M | +3.53σ | P98 ▲ | P98 ▲ |
| Net Income | $-48.4M | $-2.1M | $-5.0M | -0.25σ | P10 | P21 |
| Gross Patient Revenue | $5.67B | $186.6M | $829.1M | +2.51σ | P98 ▲ | P96 ▲ |
| Total Patient Days | 137,030 | 12,073 | 27,749 | +2.05σ | P96 ▲ | P95 ▲ |
| Medicare Day % | 19.3% | 30.9% | 25.9% | -0.74σ | P22 | P33 |
| Operating Margin | -2.5% | -4.8% | -4.9% | +0.20σ | P56 | P58 |
| Revenue per Bed | $4.8M | $1.2M | $1.5M | +1.70σ | P98 ▲ | P94 ▲ |
| Occupancy Rate | 94.6% | 53.7% | 59.4% | +1.68σ | P98 ▲ | P98 ▲ |
| Commercial Payer % | 80.7% | 61.2% | 64.7% | +1.05σ | P87 | P84 |
| Net-to-Gross Ratio | 33.5% | 33.3% | 25.8% | -0.24σ | P50 | P70 |
| Expense per Bed | $4.9M | $1.2M | $1.7M | +1.38σ | P98 ▲ | P94 ▲ |
| Revenue per Patient Day | 13,838 | 7,054 | 7,799 | -0.02σ | P79 | P81 |
| Payer Diversity Index | 0.311 | 0.473 | 0.468 | -0.88σ | P15 | P17 |
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% | $1.90B | nan | +nanσ |
| Operating Margin | 2.1% | -0.0255 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.9457 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $4.8M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3346 | nan | +nanσ |