Statistical Profile — KFH - REDWOOD CITY
CCN 050541 | SAN MATEO, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
140
Beds
$379.7M
Net Revenue
-4.5%
Op Margin
57.0%
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 | 140 | 63 | 138 | +0.04σ | P70 | P50 |
| Net Patient Revenue | $379.7M | $59.7M | $176.7M | +0.34σ | P84 | P67 |
| Operating Expenses | $396.8M | $62.7M | $191.8M | +0.35σ | P85 | P66 |
| Net Income | $-17.1M | $-2.1M | $-5.0M | -0.03σ | P21 | P34 |
| Gross Patient Revenue | $1.24B | $186.6M | $829.1M | +0.18σ | P79 | P57 |
| Total Patient Days | 29,125 | 12,073 | 27,749 | -0.05σ | P70 | P51 |
| Medicare Day % | 3.5% | 30.9% | 25.9% | -1.53σ | P4 ▼ | P7 ▼ |
| Medicaid Day % | 1.1% | 5.1% | 7.4% | -0.66σ | P16 | P7 ▼ |
| Operating Margin | -4.5% | -4.8% | -4.9% | +0.10σ | P51 | P52 |
| Revenue per Bed | $2.7M | $1.2M | $1.5M | +0.63σ | P89 | P78 |
| Occupancy Rate | 57.0% | 53.7% | 59.4% | +0.20σ | P54 | P45 |
| Commercial Payer % | 95.4% | 61.2% | 64.7% | +1.77σ | P96 ▲ | P94 ▲ |
| Net-to-Gross Ratio | 30.6% | 33.3% | 25.8% | -0.38σ | P44 | P68 |
| Expense per Bed | $2.8M | $1.2M | $1.7M | +0.52σ | P88 | P77 |
| Revenue per Patient Day | 13,037 | 7,054 | 7,799 | -0.03σ | P76 | P76 |
| Payer Diversity Index | 0.088 | 0.473 | 0.468 | -2.44σ | P4 ▼ | P6 ▼ |
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% | $379.7M | $162.0M | +0.85σ |
| Operating Margin | 2.1% | -0.0450 | -0.0408 | -0.02σ |
| Occupancy Rate | 44.3% | 0.5700 | 0.5852 | -0.08σ |
| Revenue Per Bed | 2.6% | $2.7M | $1.6M | +0.60σ |
| Net To Gross Ratio | 22.4% | 0.3064 | 0.2490 | +0.33σ |