Statistical Profile — LOS ANGELES GENERAL MEDICAL CENTER
CCN 050373 | LOS ANGELES, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
596
Beds
$1.96B
Net Revenue
10.2%
Op Margin
72.3%
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.
- Beds: +2.5σ above national mean
- Net Patient Revenue: +3.7σ above national mean
- Operating Expenses: +3.2σ above national mean
- Total Patient Days: +2.4σ 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 | 596 | 63 | 138 | +2.53σ | P97 ▲ | P97 ▲ |
| Net Patient Revenue | $1.96B | $59.7M | $176.7M | +3.72σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $1.76B | $62.7M | $191.8M | +3.15σ | P98 ▲ | P97 ▲ |
| Net Income | $199.0M | $-2.1M | $-5.0M | +1.47σ | P99 ▲ | P99 ▲ |
| Gross Patient Revenue | $3.52B | $186.6M | $829.1M | +1.38σ | P94 ▲ | P87 |
| Total Patient Days | 157,384 | 12,073 | 27,749 | +2.45σ | P97 ▲ | P97 ▲ |
| Medicare Day % | 7.8% | 30.9% | 25.9% | -1.31σ | P9 ▼ | P14 |
| Medicaid Day % | 17.3% | 5.1% | 7.4% | +0.62σ | P84 | P81 |
| Operating Margin | 10.2% | -4.8% | -4.9% | +0.83σ | P82 | P87 |
| Revenue per Bed | $3.3M | $1.2M | $1.5M | +0.93σ | P93 ▲ | P87 |
| Occupancy Rate | 72.3% | 53.7% | 59.4% | +0.81σ | P75 | P73 |
| Commercial Payer % | 75.0% | 61.2% | 64.7% | +0.77σ | P80 | P76 |
| Net-to-Gross Ratio | 55.6% | 33.3% | 25.8% | +0.82σ | P80 | P87 |
| Expense per Bed | $3.0M | $1.2M | $1.7M | +0.57σ | P90 | P81 |
| Revenue per Patient Day | 12,443 | 7,054 | 7,799 | -0.03σ | P75 | P73 |
| Payer Diversity Index | 0.402 | 0.473 | 0.468 | -0.24σ | P28 | 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% | $1.96B | $1.08B | +3.44σ |
| Operating Margin | 2.1% | 0.1016 | -0.0903 | +1.01σ |
| Occupancy Rate | 44.3% | 0.7235 | 0.6297 | +0.51σ |
| Revenue Per Bed | 2.6% | $3.3M | $1.5M | +0.93σ |
| Net To Gross Ratio | 22.4% | 0.5564 | 0.3387 | +1.26σ |