Statistical Profile — RIDGECREST REGIONAL HOSPITAL
CCN 051333 | KERN, CA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$149.6M
Net Revenue
-14.7%
Op Margin
70.3%
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.
- Revenue per Bed: +2.3σ above national mean
- Expense per Bed: +2.2σ 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 | 25 | 63 | 138 | -0.59σ | P16 | P10 ▼ |
| Net Patient Revenue | $149.6M | $59.7M | $176.7M | -0.15σ | P68 | P45 |
| Operating Expenses | $171.6M | $62.7M | $191.8M | -0.11σ | P70 | P46 |
| Net Income | $-22.0M | $-2.1M | $-5.0M | -0.07σ | P19 | P30 |
| Gross Patient Revenue | $360.0M | $186.6M | $829.1M | -0.28σ | P61 | P36 |
| Total Patient Days | 6,413 | 12,073 | 27,749 | -0.49σ | P39 | P18 |
| Medicare Day % | 51.3% | 30.9% | 25.9% | +0.87σ | P81 | P89 |
| Operating Margin | -14.7% | -4.8% | -4.9% | -0.41σ | P28 | P29 |
| Revenue per Bed | $6.0M | $1.2M | $1.5M | +2.33σ | P99 ▲ | P97 ▲ |
| Occupancy Rate | 70.3% | 53.7% | 59.4% | +0.73σ | P72 | P66 |
| Commercial Payer % | 48.7% | 61.2% | 64.7% | -0.51σ | P29 | P17 |
| Net-to-Gross Ratio | 41.6% | 33.3% | 25.8% | +0.15σ | P64 | P79 |
| Expense per Bed | $6.9M | $1.2M | $1.7M | +2.19σ | P99 ▲ | P98 ▲ |
| Revenue per Patient Day | 23,331 | 7,054 | 7,799 | +0.01σ | P91 ▲ | P91 ▲ |
| Payer Diversity Index | 0.500 | 0.473 | 0.468 | +0.44σ | P65 | P65 |
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% | $149.6M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1471 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.7028 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $6.0M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.4156 | nan | +nanσ |