Statistical Profile — KFH - SOUTH BAY
CCN 050411 | LOS ANGELES, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
257
Beds
$563.6M
Net Revenue
4.5%
Op Margin
55.6%
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.
- Payer Diversity Index: -2.3σ below 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 | 257 | 63 | 138 | +0.68σ | P85 | P74 |
| Net Patient Revenue | $563.6M | $59.7M | $176.7M | +0.74σ | P90 ▲ | P79 |
| Operating Expenses | $538.1M | $62.7M | $191.8M | +0.64σ | P89 | P76 |
| Net Income | $25.5M | $-2.1M | $-5.0M | +0.26σ | P92 ▲ | P89 |
| Gross Patient Revenue | $2.01B | $186.6M | $829.1M | +0.59σ | P87 | P71 |
| Total Patient Days | 52,155 | 12,073 | 27,749 | +0.40σ | P81 | P68 |
| Medicare Day % | 4.3% | 30.9% | 25.9% | -1.49σ | P5 ▼ | P9 ▼ |
| Medicaid Day % | 1.1% | 5.1% | 7.4% | -0.66σ | P17 | P8 ▼ |
| Operating Margin | 4.5% | -4.8% | -4.9% | +0.55σ | P73 | P78 |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.37σ | P81 | P68 |
| Occupancy Rate | 55.6% | 53.7% | 59.4% | +0.15σ | P53 | P43 |
| Commercial Payer % | 94.6% | 61.2% | 64.7% | +1.73σ | P95 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 28.0% | 33.3% | 25.8% | -0.50σ | P37 | P57 |
| Expense per Bed | $2.1M | $1.2M | $1.7M | +0.22σ | P77 | P60 |
| Revenue per Patient Day | 10,807 | 7,054 | 7,799 | -0.03σ | P69 | P66 |
| Payer Diversity Index | 0.103 | 0.473 | 0.468 | -2.33σ | P5 ▼ | P7 ▼ |
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% | $563.6M | $317.9M | +0.96σ |
| Operating Margin | 2.1% | 0.0453 | -0.0539 | +0.52σ |
| Occupancy Rate | 44.3% | 0.5560 | 0.5130 | +0.24σ |
| Revenue Per Bed | 2.6% | $2.2M | $1.4M | +0.44σ |
| Net To Gross Ratio | 22.4% | 0.2805 | 0.2384 | +0.24σ |