Statistical Profile — KFH - WALNUT CREEK
CCN 050072 | CONTRA COSTA, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
219
Beds
$681.0M
Net Revenue
-3.4%
Op Margin
61.6%
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: -2.5σ 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 | 219 | 63 | 138 | +0.47σ | P81 | P67 |
| Net Patient Revenue | $681.0M | $59.7M | $176.7M | +0.99σ | P92 ▲ | P84 |
| Operating Expenses | $704.4M | $62.7M | $191.8M | +0.98σ | P93 ▲ | P83 |
| Net Income | $-23.4M | $-2.1M | $-5.0M | -0.08σ | P18 | P29 |
| Gross Patient Revenue | $2.40B | $186.6M | $829.1M | +0.79σ | P89 | P77 |
| Total Patient Days | 54,556 | 12,073 | 27,749 | +0.45σ | P82 | P70 |
| Medicare Day % | 3.1% | 30.9% | 25.9% | -1.55σ | P4 ▼ | P5 ▼ |
| Medicaid Day % | 1.1% | 5.1% | 7.4% | -0.66σ | P16 | P7 ▼ |
| Operating Margin | -3.4% | -4.8% | -4.9% | +0.15σ | P53 | P55 |
| Revenue per Bed | $3.1M | $1.2M | $1.5M | +0.84σ | P92 ▲ | P85 |
| Occupancy Rate | 61.6% | 53.7% | 59.4% | +0.38σ | P60 | P54 |
| Commercial Payer % | 95.8% | 61.2% | 64.7% | +1.79σ | P96 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 28.4% | 33.3% | 25.8% | -0.48σ | P38 | P59 |
| Expense per Bed | $3.2M | $1.2M | $1.7M | +0.68σ | P92 ▲ | P85 |
| Revenue per Patient Day | 12,483 | 7,054 | 7,799 | -0.03σ | P75 | P73 |
| Payer Diversity Index | 0.081 | 0.473 | 0.468 | -2.49σ | P4 ▼ | P5 ▼ |
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% | $681.0M | $341.6M | +1.33σ |
| Operating Margin | 2.1% | -0.0344 | -0.0475 | +0.07σ |
| Occupancy Rate | 44.3% | 0.6157 | 0.5602 | +0.30σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.5M | +0.83σ |
| Net To Gross Ratio | 22.4% | 0.2841 | 0.2619 | +0.13σ |