Statistical Profile — DESERT HOSPITAL
CCN 050243 | RIVERSIDE, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
324
Beds
$610.1M
Net Revenue
10.4%
Op Margin
79.5%
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.
- Gross Patient Revenue: +2.4σ 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 | 324 | 63 | 138 | +1.04σ | P89 | P83 |
| Net Patient Revenue | $610.1M | $59.7M | $176.7M | +0.84σ | P91 ▲ | P81 |
| Operating Expenses | $547.0M | $62.7M | $191.8M | +0.66σ | P89 | P76 |
| Net Income | $63.2M | $-2.1M | $-5.0M | +0.53σ | P96 ▲ | P94 ▲ |
| Gross Patient Revenue | $5.53B | $186.6M | $829.1M | +2.43σ | P97 ▲ | P95 ▲ |
| Total Patient Days | 93,941 | 12,073 | 27,749 | +1.21σ | P91 ▲ | P88 |
| Medicare Day % | 17.3% | 30.9% | 25.9% | -0.84σ | P19 | P28 |
| Medicaid Day % | 11.9% | 5.1% | 7.4% | +0.19σ | P76 | P68 |
| Operating Margin | 10.4% | -4.8% | -4.9% | +0.84σ | P83 | P87 |
| Revenue per Bed | $1.9M | $1.2M | $1.5M | +0.21σ | P74 | P59 |
| Occupancy Rate | 79.5% | 53.7% | 59.4% | +1.09σ | P85 | P82 |
| Commercial Payer % | 70.8% | 61.2% | 64.7% | +0.57σ | P72 | P66 |
| Net-to-Gross Ratio | 11.0% | 33.3% | 25.8% | -1.31σ | P4 ▼ | P5 ▼ |
| Expense per Bed | $1.7M | $1.2M | $1.7M | +0.05σ | P67 | P47 |
| Revenue per Patient Day | 6,495 | 7,054 | 7,799 | -0.05σ | P45 | P39 |
| Payer Diversity Index | 0.454 | 0.473 | 0.468 | +0.12σ | P43 | P43 |
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% | $610.1M | $694.4M | -0.33σ |
| Operating Margin | 2.1% | 0.1035 | -0.0550 | +0.83σ |
| Occupancy Rate | 44.3% | 0.7948 | 0.7121 | +0.45σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.9M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.1104 | 0.3368 | -1.31σ |