Statistical Profile — COMMUNITY REGIONAL MEDICAL CENTER
CCN 050060 | FRESNO, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
783
Beds
$1.47B
Net Revenue
-10.0%
Op Margin
88.3%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Net Patient Revenue: +2.7σ above national mean
- Operating Expenses: +2.9σ above national mean
- Gross Patient Revenue: +2.7σ above national mean
- Total Patient Days: +4.3σ 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 | 783 | 63 | 138 | +3.56σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $1.47B | $59.7M | $176.7M | +2.68σ | P98 ▲ | P96 ▲ |
| Operating Expenses | $1.62B | $62.7M | $191.8M | +2.86σ | P98 ▲ | P96 ▲ |
| Net Income | $-147.5M | $-2.1M | $-5.0M | -0.94σ | P3 ▼ | P7 ▼ |
| Gross Patient Revenue | $6.04B | $186.6M | $829.1M | +2.70σ | P98 ▲ | P96 ▲ |
| Total Patient Days | 252,336 | 12,073 | 27,749 | +4.29σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 17.3% | 30.9% | 25.9% | -0.84σ | P19 | P28 |
| Medicaid Day % | 20.9% | 5.1% | 7.4% | +0.91σ | P88 | P88 |
| Operating Margin | -10.0% | -4.8% | -4.9% | -0.18σ | P37 | P39 |
| Revenue per Bed | $1.9M | $1.2M | $1.5M | +0.20σ | P74 | P58 |
| Occupancy Rate | 88.3% | 53.7% | 59.4% | +1.44σ | P94 ▲ | P93 ▲ |
| Commercial Payer % | 61.8% | 61.2% | 64.7% | +0.13σ | P51 | P42 |
| Net-to-Gross Ratio | 24.4% | 33.3% | 25.8% | -0.68σ | P28 | P46 |
| Expense per Bed | $2.1M | $1.2M | $1.7M | +0.21σ | P77 | P59 |
| Revenue per Patient Day | 5,832 | 7,054 | 7,799 | -0.05σ | P40 | P34 |
| Payer Diversity Index | 0.545 | 0.473 | 0.468 | +0.75σ | P83 | P87 |
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% | $1.47B | $1.89B | -1.63σ |
| Operating Margin | 2.1% | -0.1002 | -0.0390 | -0.32σ |
| Occupancy Rate | 44.3% | 0.8829 | 1.1183 | -1.29σ |
| Revenue Per Bed | 2.6% | $1.9M | $2.7M | -0.41σ |
| Net To Gross Ratio | 22.4% | 0.2437 | 0.3527 | -0.63σ |