Statistical Profile — KFH - ROSEVILLE
CCN 050772 | PLACER, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
352
Beds
$1.18B
Net Revenue
14.2%
Op Margin
84.3%
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.
- Net Patient Revenue: +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 | 352 | 63 | 138 | +1.20σ | P91 ▲ | P85 |
| Net Patient Revenue | $1.18B | $59.7M | $176.7M | +2.06σ | P96 ▲ | P93 ▲ |
| Operating Expenses | $1.01B | $62.7M | $191.8M | +1.62σ | P95 ▲ | P92 ▲ |
| Net Income | $167.2M | $-2.1M | $-5.0M | +1.25σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $3.84B | $186.6M | $829.1M | +1.55σ | P95 ▲ | P89 |
| Total Patient Days | 108,298 | 12,073 | 27,749 | +1.49σ | P93 ▲ | P92 ▲ |
| Medicare Day % | 2.9% | 30.9% | 25.9% | -1.56σ | P4 ▼ | P5 ▼ |
| Medicaid Day % | 12.5% | 5.1% | 7.4% | +0.24σ | P78 | P70 |
| Operating Margin | 14.2% | -4.8% | -4.9% | +1.03σ | P88 | P93 ▲ |
| Revenue per Bed | $3.4M | $1.2M | $1.5M | +0.97σ | P94 ▲ | P88 |
| Occupancy Rate | 84.3% | 53.7% | 59.4% | +1.28σ | P90 ▲ | P88 |
| Commercial Payer % | 84.6% | 61.2% | 64.7% | +1.24σ | P90 | P87 |
| Net-to-Gross Ratio | 30.7% | 33.3% | 25.8% | -0.37σ | P44 | P68 |
| Expense per Bed | $2.9M | $1.2M | $1.7M | +0.54σ | P89 | P79 |
| Revenue per Patient Day | 10,908 | 7,054 | 7,799 | -0.03σ | P70 | P67 |
| Payer Diversity Index | 0.267 | 0.473 | 0.468 | -1.18σ | P12 | P14 |
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% | $1.18B | $748.0M | +1.69σ |
| Operating Margin | 2.1% | 0.1415 | -0.0783 | +1.16σ |
| Occupancy Rate | 44.3% | 0.8429 | 0.7300 | +0.62σ |
| Revenue Per Bed | 2.6% | $3.4M | $1.9M | +0.77σ |
| Net To Gross Ratio | 22.4% | 0.3073 | 0.3954 | -0.51σ |