Statistical Profile — RIVERSIDE COMMUNITY HOSPITAL
CCN 050022 | RIVERSIDE, CA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
478
Beds
$688.5M
Net Revenue
13.7%
Op Margin
84.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Gross Patient Revenue: +3.6σ above national mean
- Total Patient Days: +2.3σ 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 | 478 | 63 | 138 | +1.89σ | P95 ▲ | P95 ▲ |
| Net Patient Revenue | $688.5M | $59.7M | $176.7M | +1.00σ | P92 ▲ | P85 |
| Operating Expenses | $594.4M | $62.7M | $191.8M | +0.76σ | P91 ▲ | P80 |
| Net Income | $94.2M | $-2.1M | $-5.0M | +0.74σ | P98 ▲ | P96 ▲ |
| Gross Patient Revenue | $7.79B | $186.6M | $829.1M | +3.62σ | P99 ▲ | P97 ▲ |
| Total Patient Days | 147,677 | 12,073 | 27,749 | +2.26σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 16.4% | 30.9% | 25.9% | -0.88σ | P18 | P26 |
| Medicaid Day % | 10.3% | 5.1% | 7.4% | +0.07σ | P73 | P62 |
| Operating Margin | 13.7% | -4.8% | -4.9% | +1.00σ | P87 | P93 ▲ |
| Revenue per Bed | $1.4M | $1.2M | $1.5M | -0.02σ | P60 | P46 |
| Occupancy Rate | 84.6% | 53.7% | 59.4% | +1.29σ | P91 ▲ | P88 |
| Commercial Payer % | 73.3% | 61.2% | 64.7% | +0.69σ | P76 | P73 |
| Net-to-Gross Ratio | 8.8% | 33.3% | 25.8% | -1.42σ | P1 ▼ | P2 ▼ |
| Expense per Bed | $1.2M | $1.2M | $1.7M | -0.13σ | P51 | P34 |
| Revenue per Patient Day | 4,662 | 7,054 | 7,799 | -0.06σ | P30 | P24 |
| Payer Diversity Index | 0.425 | 0.473 | 0.468 | -0.08σ | P33 | P33 |
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% | $688.5M | $1.12B | -1.68σ |
| Operating Margin | 2.1% | 0.1367 | -0.0515 | +0.99σ |
| Occupancy Rate | 44.3% | 0.8464 | 0.8406 | +0.03σ |
| Revenue Per Bed | 2.6% | $1.4M | $2.1M | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.0884 | 0.3502 | -1.51σ |