Statistical Profile — KFH - OAKLAND
CCN 050075 | ALAMEDA, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
365
Beds
$1.13B
Net Revenue
-6.3%
Op Margin
76.2%
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: +2.0σ 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 | 365 | 63 | 138 | +1.27σ | P92 ▲ | P87 |
| Net Patient Revenue | $1.13B | $59.7M | $176.7M | +1.95σ | P96 ▲ | P93 ▲ |
| Operating Expenses | $1.20B | $62.7M | $191.8M | +2.01σ | P97 ▲ | P94 ▲ |
| Net Income | $-71.9M | $-2.1M | $-5.0M | -0.41σ | P7 ▼ | P13 |
| Gross Patient Revenue | $3.87B | $186.6M | $829.1M | +1.57σ | P95 ▲ | P89 |
| Total Patient Days | 101,539 | 12,073 | 27,749 | +1.36σ | P92 ▲ | P91 ▲ |
| Medicare Day % | 7.1% | 30.9% | 25.9% | -1.35σ | P8 ▼ | P12 |
| Medicaid Day % | 11.0% | 5.1% | 7.4% | +0.12σ | P74 | P65 |
| Operating Margin | -6.3% | -4.8% | -4.9% | +0.01σ | P46 | P46 |
| Revenue per Bed | $3.1M | $1.2M | $1.5M | +0.84σ | P92 ▲ | P84 |
| Occupancy Rate | 76.2% | 53.7% | 59.4% | +0.96σ | P81 | P78 |
| Commercial Payer % | 81.9% | 61.2% | 64.7% | +1.11σ | P88 | P86 |
| Net-to-Gross Ratio | 29.2% | 33.3% | 25.8% | -0.44σ | P40 | P62 |
| Expense per Bed | $3.3M | $1.2M | $1.7M | +0.71σ | P93 ▲ | P87 |
| Revenue per Patient Day | 11,144 | 7,054 | 7,799 | -0.03σ | P70 | P69 |
| Payer Diversity Index | 0.312 | 0.473 | 0.468 | -0.87σ | P15 | P18 |
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% | $1.13B | $704.8M | +1.67σ |
| Operating Margin | 2.1% | -0.0635 | -0.0718 | +0.04σ |
| Occupancy Rate | 44.3% | 0.7622 | 0.6648 | +0.53σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.7M | +0.73σ |
| Net To Gross Ratio | 22.4% | 0.2921 | 0.3462 | -0.31σ |