Statistical Profile — LOMA LINDA UNIVERSITY MEDICAL CENTER
CCN 050327 | SAN BERNARDINO, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
437
Beds
$1.25B
Net Revenue
-39.6%
Op Margin
93.2%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
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: +2.2σ above national mean
- Operating Expenses: +3.1σ above national mean
- Net Income: -3.3σ below national mean
- Gross Patient Revenue: +3.7σ above national mean
- Total Patient Days: +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 | 437 | 63 | 138 | +1.66σ | P94 ▲ | P94 ▲ |
| Net Patient Revenue | $1.25B | $59.7M | $176.7M | +2.20σ | P97 ▲ | P94 ▲ |
| Operating Expenses | $1.74B | $62.7M | $191.8M | +3.12σ | P98 ▲ | P97 ▲ |
| Net Income | $-494.1M | $-2.1M | $-5.0M | -3.35σ | P1 ▼ | P1 ▼ |
| Gross Patient Revenue | $7.91B | $186.6M | $829.1M | +3.69σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 148,669 | 12,073 | 27,749 | +2.28σ | P96 ▲ | P97 ▲ |
| Medicare Day % | 18.6% | 30.9% | 25.9% | -0.77σ | P21 | P30 |
| Medicaid Day % | 6.9% | 5.1% | 7.4% | -0.20σ | P60 | P45 |
| Operating Margin | -39.6% | -4.8% | -4.9% | -1.65σ | P9 ▼ | P10 ▼ |
| Revenue per Bed | $2.9M | $1.2M | $1.5M | +0.71σ | P90 | P80 |
| Occupancy Rate | 93.2% | 53.7% | 59.4% | +1.63σ | P97 ▲ | P98 ▲ |
| Commercial Payer % | 74.5% | 61.2% | 64.7% | +0.75σ | P79 | P76 |
| Net-to-Gross Ratio | 15.8% | 33.3% | 25.8% | -1.09σ | P10 ▼ | P13 |
| Expense per Bed | $4.0M | $1.2M | $1.7M | +1.00σ | P96 ▲ | P90 ▲ |
| Revenue per Patient Day | 8,394 | 7,054 | 7,799 | -0.04σ | P58 | P54 |
| Payer Diversity Index | 0.406 | 0.473 | 0.468 | -0.21σ | P29 | P28 |
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% | $1.25B | $1.17B | +0.31σ |
| Operating Margin | 2.1% | -0.3960 | -0.0382 | -1.88σ |
| Occupancy Rate | 44.3% | 0.9321 | 0.9427 | -0.06σ |
| Revenue Per Bed | 2.6% | $2.9M | $2.4M | +0.22σ |
| Net To Gross Ratio | 22.4% | 0.1577 | 0.3704 | -1.23σ |