Statistical Profile — KFH - SANTA CLARA
CCN 050071 | SANTA CLARA, CA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
343
Beds
$1.25B
Net Revenue
12.5%
Op Margin
73.8%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.2σ above national mean
- 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 | 343 | 63 | 138 | +1.15σ | P90 ▲ | P84 |
| Net Patient Revenue | $1.25B | $59.7M | $176.7M | +2.21σ | P97 ▲ | P94 ▲ |
| Operating Expenses | $1.10B | $62.7M | $191.8M | +1.79σ | P96 ▲ | P92 ▲ |
| Net Income | $156.6M | $-2.1M | $-5.0M | +1.17σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $3.78B | $186.6M | $829.1M | +1.52σ | P94 ▲ | P89 |
| Total Patient Days | 92,357 | 12,073 | 27,749 | +1.18σ | P91 ▲ | P87 |
| Medicare Day % | 2.6% | 30.9% | 25.9% | -1.57σ | P3 ▼ | P4 ▼ |
| Medicaid Day % | 1.3% | 5.1% | 7.4% | -0.64σ | P19 | P8 ▼ |
| Operating Margin | 12.5% | -4.8% | -4.9% | +0.95σ | P85 | P91 ▲ |
| Revenue per Bed | $3.7M | $1.2M | $1.5M | +1.12σ | P95 ▲ | P90 |
| Occupancy Rate | 73.8% | 53.7% | 59.4% | +0.86σ | P77 | P75 |
| Commercial Payer % | 96.0% | 61.2% | 64.7% | +1.80σ | P96 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 33.1% | 33.3% | 25.8% | -0.26σ | P50 | P70 |
| Expense per Bed | $3.2M | $1.2M | $1.7M | +0.67σ | P92 ▲ | P84 |
| Revenue per Patient Day | 13,567 | 7,054 | 7,799 | -0.02σ | P78 | P79 |
| Payer Diversity Index | 0.077 | 0.473 | 0.468 | -2.52σ | 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% | $1.25B | $633.4M | +2.42σ |
| Operating Margin | 2.1% | 0.1250 | -0.0656 | +1.00σ |
| Occupancy Rate | 44.3% | 0.7377 | 0.6281 | +0.60σ |
| Revenue Per Bed | 2.6% | $3.7M | $1.6M | +1.05σ |
| Net To Gross Ratio | 22.4% | 0.3314 | 0.3188 | +0.07σ |