Statistical Profile — RANCHO LOS AMIGOS NATL.REHAB.CTR.
CCN 050717 | LOS ANGELES, CA | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
83
Beds
$512.6M
Net Revenue
41.9%
Op Margin
57.0%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: +2.4σ above national mean
- Revenue per Bed: +2.4σ above national mean
- Net-to-Gross Ratio: +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 | 83 | 63 | 138 | -0.28σ | P56 | P31 |
| Net Patient Revenue | $512.6M | $59.7M | $176.7M | +0.63σ | P89 | P76 |
| Operating Expenses | $298.0M | $62.7M | $191.8M | +0.15σ | P80 | P58 |
| Net Income | $214.7M | $-2.1M | $-5.0M | +1.58σ | P99 ▲ | P99 ▲ |
| Gross Patient Revenue | $627.9M | $186.6M | $829.1M | -0.14σ | P69 | P45 |
| Total Patient Days | 17,264 | 12,073 | 27,749 | -0.28σ | P57 | P36 |
| Medicare Day % | 4.7% | 30.9% | 25.9% | -1.47σ | P5 ▼ | P10 |
| Medicaid Day % | 13.7% | 5.1% | 7.4% | +0.34σ | P80 | P73 |
| Operating Margin | 41.9% | -4.8% | -4.9% | +2.41σ | P99 ▲ | P99 ▲ |
| Revenue per Bed | $6.2M | $1.2M | $1.5M | +2.43σ | P99 ▲ | P97 ▲ |
| Occupancy Rate | 57.0% | 53.7% | 59.4% | +0.20σ | P54 | P45 |
| Commercial Payer % | 81.7% | 61.2% | 64.7% | +1.10σ | P88 | P85 |
| Net-to-Gross Ratio | 81.6% | 33.3% | 25.8% | +2.06σ | P95 ▲ | P97 ▲ |
| Expense per Bed | $3.6M | $1.2M | $1.7M | +0.84σ | P94 ▲ | P88 |
| Revenue per Patient Day | 29,694 | 7,054 | 7,799 | +0.04σ | P94 ▲ | P95 ▲ |
| Payer Diversity Index | 0.312 | 0.473 | 0.468 | -0.87σ | P15 | P18 |
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% | $512.6M | $84.9M | +1.67σ |
| Operating Margin | 2.1% | 0.4187 | -0.0580 | +2.51σ |
| Occupancy Rate | 44.3% | 0.5699 | 0.6057 | -0.20σ |
| Revenue Per Bed | 2.6% | $6.2M | $1.6M | +2.40σ |
| Net To Gross Ratio | 22.4% | 0.8164 | 0.3089 | +2.93σ |