Statistical Profile — KFH - FREMONT
CCN 050512 | ALAMEDA, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
100
Beds
$296.2M
Net Revenue
-6.6%
Op Margin
63.3%
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: -2.4σ 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 | 100 | 63 | 138 | -0.18σ | P61 | P36 |
| Net Patient Revenue | $296.2M | $59.7M | $176.7M | +0.16σ | P80 | P61 |
| Operating Expenses | $315.8M | $62.7M | $191.8M | +0.18σ | P81 | P60 |
| Net Income | $-19.6M | $-2.1M | $-5.0M | -0.05σ | P20 | P32 |
| Gross Patient Revenue | $1.15B | $186.6M | $829.1M | +0.14σ | P78 | P56 |
| Total Patient Days | 23,106 | 12,073 | 27,749 | -0.16σ | P64 | P45 |
| Medicare Day % | 4.6% | 30.9% | 25.9% | -1.47σ | P5 ▼ | P10 ▼ |
| Medicaid Day % | 0.7% | 5.1% | 7.4% | -0.69σ | P11 | P3 ▼ |
| Operating Margin | -6.6% | -4.8% | -4.9% | -0.01σ | P45 | P45 |
| Revenue per Bed | $3.0M | $1.2M | $1.5M | +0.76σ | P91 ▲ | P82 |
| Occupancy Rate | 63.3% | 53.7% | 59.4% | +0.45σ | P63 | P56 |
| Commercial Payer % | 94.7% | 61.2% | 64.7% | +1.73σ | P95 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 25.7% | 33.3% | 25.8% | -0.61σ | P31 | P49 |
| Expense per Bed | $3.2M | $1.2M | $1.7M | +0.66σ | P92 ▲ | P83 |
| Revenue per Patient Day | 12,820 | 7,054 | 7,799 | -0.03σ | P76 | P75 |
| Payer Diversity Index | 0.101 | 0.473 | 0.468 | -2.35σ | 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% | $296.2M | $127.5M | +0.66σ |
| Operating Margin | 2.1% | -0.0661 | -0.0358 | -0.16σ |
| Occupancy Rate | 44.3% | 0.6330 | 0.6197 | +0.07σ |
| Revenue Per Bed | 2.6% | $3.0M | $1.7M | +0.67σ |
| Net To Gross Ratio | 22.4% | 0.2569 | 0.2612 | -0.02σ |