Statistical Profile — KFH - OC-ANAHEIM
CCN 050609 | ORANGE, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
526
Beds
$1.13B
Net Revenue
11.9%
Op Margin
55.3%
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.
- Beds: +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 | 526 | 63 | 138 | +2.15σ | P96 ▲ | P97 ▲ |
| Net Patient Revenue | $1.13B | $59.7M | $176.7M | +1.95σ | P96 ▲ | P93 ▲ |
| Operating Expenses | $997.1M | $62.7M | $191.8M | +1.58σ | P95 ▲ | P91 ▲ |
| Net Income | $135.3M | $-2.1M | $-5.0M | +1.03σ | P99 ▲ | P97 ▲ |
| Gross Patient Revenue | $3.70B | $186.6M | $829.1M | +1.48σ | P94 ▲ | P88 |
| Total Patient Days | 106,123 | 12,073 | 27,749 | +1.45σ | P93 ▲ | P92 ▲ |
| Medicare Day % | 2.0% | 30.9% | 25.9% | -1.60σ | P3 ▼ | P2 ▼ |
| Medicaid Day % | 7.4% | 5.1% | 7.4% | -0.16σ | P63 | P49 |
| Operating Margin | 11.9% | -4.8% | -4.9% | +0.92σ | P85 | P90 |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.35σ | P80 | P66 |
| Occupancy Rate | 55.3% | 53.7% | 59.4% | +0.14σ | P52 | P42 |
| Commercial Payer % | 90.6% | 61.2% | 64.7% | +1.54σ | P93 ▲ | P91 ▲ |
| Net-to-Gross Ratio | 30.6% | 33.3% | 25.8% | -0.38σ | P44 | P67 |
| Expense per Bed | $1.9M | $1.2M | $1.7M | +0.13σ | P73 | P54 |
| Revenue per Patient Day | 10,671 | 7,054 | 7,799 | -0.04σ | P69 | P66 |
| Payer Diversity Index | 0.173 | 0.473 | 0.468 | -1.85σ | P8 ▼ | P9 ▼ |
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% | $1.13B | $659.0M | +1.85σ |
| Operating Margin | 2.1% | 0.1195 | -0.0943 | +1.13σ |
| Occupancy Rate | 44.3% | 0.5528 | 0.3554 | +1.08σ |
| Revenue Per Bed | 2.6% | $2.2M | 834,597 | +0.69σ |
| Net To Gross Ratio | 22.4% | 0.3058 | 0.2335 | +0.42σ |