Statistical Profile — KFH - FONTANA
CCN 050140 | SAN BERNARDINO, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
654
Beds
$1.47B
Net Revenue
6.5%
Op Margin
58.7%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.9σ above national mean
- Net Patient Revenue: +2.7σ above national mean
- Operating Expenses: +2.4σ above national mean
- Gross Patient Revenue: +2.0σ above national mean
- Total Patient Days: +2.1σ 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 | 654 | 63 | 138 | +2.85σ | P98 ▲ | P98 ▲ |
| Net Patient Revenue | $1.47B | $59.7M | $176.7M | +2.67σ | P98 ▲ | P96 ▲ |
| Operating Expenses | $1.37B | $62.7M | $191.8M | +2.35σ | P97 ▲ | P96 ▲ |
| Net Income | $95.8M | $-2.1M | $-5.0M | +0.75σ | P98 ▲ | P96 ▲ |
| Gross Patient Revenue | $4.72B | $186.6M | $829.1M | +2.01σ | P97 ▲ | P93 ▲ |
| Total Patient Days | 141,319 | 12,073 | 27,749 | +2.13σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 3.5% | 30.9% | 25.9% | -1.53σ | P4 ▼ | P7 ▼ |
| Medicaid Day % | 11.4% | 5.1% | 7.4% | +0.15σ | P75 | P67 |
| Operating Margin | 6.5% | -4.8% | -4.9% | +0.65σ | P76 | P83 |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.39σ | P82 | P69 |
| Occupancy Rate | 58.7% | 53.7% | 59.4% | +0.27σ | P57 | P48 |
| Commercial Payer % | 85.1% | 61.2% | 64.7% | +1.26σ | P90 | P89 |
| Net-to-Gross Ratio | 31.1% | 33.3% | 25.8% | -0.36σ | P45 | P68 |
| Expense per Bed | $2.1M | $1.2M | $1.7M | +0.22σ | P78 | P60 |
| Revenue per Patient Day | 10,376 | 7,054 | 7,799 | -0.04σ | P67 | P65 |
| Payer Diversity Index | 0.262 | 0.473 | 0.468 | -1.22σ | P12 | P13 |
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% | $1.47B | $903.1M | +2.20σ |
| Operating Margin | 2.1% | 0.0653 | -0.1066 | +0.91σ |
| Occupancy Rate | 44.3% | 0.5869 | 0.3480 | +1.31σ |
| Revenue Per Bed | 2.6% | $2.2M | 780,245 | +0.76σ |
| Net To Gross Ratio | 22.4% | 0.3107 | 0.2507 | +0.35σ |