Statistical Profile — KECK HOSPITAL OF USC
CCN 050696 | LOS ANGELES, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
301
Beds
$1.11B
Net Revenue
-20.8%
Op Margin
73.2%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Expenses: +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 | 301 | 63 | 138 | +0.92σ | P88 | P79 |
| Net Patient Revenue | $1.11B | $59.7M | $176.7M | +1.90σ | P96 ▲ | P93 ▲ |
| Operating Expenses | $1.34B | $62.7M | $191.8M | +2.29σ | P97 ▲ | P95 ▲ |
| Net Income | $-231.2M | $-2.1M | $-5.0M | -1.52σ | P2 ▼ | P4 ▼ |
| Gross Patient Revenue | $4.38B | $186.6M | $829.1M | +1.83σ | P96 ▲ | P91 ▲ |
| Total Patient Days | 80,430 | 12,073 | 27,749 | +0.95σ | P89 | P84 |
| Medicare Day % | 31.8% | 30.9% | 25.9% | -0.11σ | P52 | P61 |
| Medicaid Day % | 7.2% | 5.1% | 7.4% | -0.18σ | P62 | P48 |
| Operating Margin | -20.8% | -4.8% | -4.9% | -0.72σ | P20 | P22 |
| Revenue per Bed | $3.7M | $1.2M | $1.5M | +1.14σ | P95 ▲ | P90 ▲ |
| Occupancy Rate | 73.2% | 53.7% | 59.4% | +0.84σ | P76 | P74 |
| Commercial Payer % | 61.0% | 61.2% | 64.7% | +0.09σ | P50 | P40 |
| Net-to-Gross Ratio | 25.3% | 33.3% | 25.8% | -0.63σ | P30 | P47 |
| Expense per Bed | $4.5M | $1.2M | $1.7M | +1.19σ | P97 ▲ | P93 ▲ |
| Revenue per Patient Day | 13,790 | 7,054 | 7,799 | -0.02σ | P78 | P80 |
| Payer Diversity Index | 0.522 | 0.473 | 0.468 | +0.60σ | P75 | P75 |
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% | $1.11B | $637.8M | +1.84σ |
| Operating Margin | 2.1% | -0.2085 | -0.0358 | -0.91σ |
| Occupancy Rate | 44.3% | 0.7321 | 0.6605 | +0.39σ |
| Revenue Per Bed | 2.6% | $3.7M | $1.8M | +0.99σ |
| Net To Gross Ratio | 22.4% | 0.2534 | 0.2909 | -0.22σ |