Statistical Profile — KFH - MANTECA
CCN 050748 | SAN JOAQUIN, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
213
Beds
$796.8M
Net Revenue
15.2%
Op Margin
73.1%
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: -2.6σ 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 | 213 | 63 | 138 | +0.44σ | P81 | P65 |
| Net Patient Revenue | $796.8M | $59.7M | $176.7M | +1.23σ | P94 ▲ | P89 |
| Operating Expenses | $675.7M | $62.7M | $191.8M | +0.92σ | P92 ▲ | P82 |
| Net Income | $121.1M | $-2.1M | $-5.0M | +0.93σ | P98 ▲ | P97 ▲ |
| Gross Patient Revenue | $2.67B | $186.6M | $829.1M | +0.94σ | P91 ▲ | P80 |
| Total Patient Days | 56,865 | 12,073 | 27,749 | +0.49σ | P83 | P71 |
| Medicare Day % | 2.7% | 30.9% | 25.9% | -1.57σ | P3 ▼ | P4 ▼ |
| Medicaid Day % | 1.0% | 5.1% | 7.4% | -0.67σ | P15 | P6 ▼ |
| Operating Margin | 15.2% | -4.8% | -4.9% | +1.08σ | P89 | P94 ▲ |
| Revenue per Bed | $3.7M | $1.2M | $1.5M | +1.17σ | P95 ▲ | P91 ▲ |
| Occupancy Rate | 73.1% | 53.7% | 59.4% | +0.84σ | P76 | P74 |
| Commercial Payer % | 96.3% | 61.2% | 64.7% | +1.81σ | P96 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 29.8% | 33.3% | 25.8% | -0.42σ | P42 | P64 |
| Expense per Bed | $3.2M | $1.2M | $1.7M | +0.66σ | P92 ▲ | P84 |
| Revenue per Patient Day | 14,013 | 7,054 | 7,799 | -0.02σ | P79 | P81 |
| Payer Diversity Index | 0.071 | 0.473 | 0.468 | -2.56σ | 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% | $796.8M | $375.5M | +1.65σ |
| Operating Margin | 2.1% | 0.1520 | -0.0495 | +1.06σ |
| Occupancy Rate | 44.3% | 0.7314 | 0.6379 | +0.51σ |
| Revenue Per Bed | 2.6% | $3.7M | $1.7M | +1.07σ |
| Net To Gross Ratio | 22.4% | 0.2979 | 0.2915 | +0.04σ |