Statistical Profile — COALINGA REGIONAL MEDICAL CENTER
CCN 050397 | FRESNO, CA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
22
Beds
$1.8M
Net Revenue
-50.0%
Op Margin
16.5%
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.
- Medicaid Day %: +2.7σ above national mean
- Operating Margin: -2.2σ below 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 | 22 | 63 | 138 | -0.61σ | P13 | P8 ▼ |
| Net Patient Revenue | $1.8M | $59.7M | $176.7M | -0.47σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $7.7M | $62.7M | $191.8M | -0.45σ | P4 ▼ | P1 ▼ |
| Net Income | $-5.9M | $-2.1M | $-5.0M | +0.05σ | P35 | P48 |
| Gross Patient Revenue | $2.8M | $186.6M | $829.1M | -0.46σ | P0 ▼ | P0 ▼ |
| Total Patient Days | 366 | 12,073 | 27,749 | -0.61σ | P2 ▼ | P2 ▼ |
| Medicare Day % | 17.8% | 30.9% | 25.9% | -0.81σ | P20 | P29 |
| Medicaid Day % | 43.7% | 5.1% | 7.4% | +2.71σ | P97 ▲ | P97 ▲ |
| Operating Margin | -50.0% | -4.8% | -4.9% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 83,078 | $1.2M | $1.5M | -0.72σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 16.5% | 53.7% | 59.4% | -1.39σ | P10 | P3 ▼ |
| Commercial Payer % | 38.5% | 61.2% | 64.7% | -1.00σ | P17 | P8 ▼ |
| Net-to-Gross Ratio | 64.4% | 33.3% | 25.8% | +1.24σ | P88 | P93 ▲ |
| Expense per Bed | 350,504 | $1.2M | $1.7M | -0.50σ | P12 | P6 ▼ |
| Revenue per Patient Day | 4,994 | 7,054 | 7,799 | -0.06σ | P32 | P27 |
| Payer Diversity Index | 0.629 | 0.473 | 0.468 | +1.34σ | P96 ▲ | P98 ▲ |
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% | $1.8M | $4.8M | -0.01σ |
| Operating Margin | 2.1% | -0.5000 | -0.1650 | -1.76σ |
| Occupancy Rate | 44.3% | 0.1647 | 0.4967 | -1.82σ |
| Revenue Per Bed | 2.6% | 83,078 | $1.1M | -0.55σ |
| Net To Gross Ratio | 22.4% | 0.6439 | 0.4729 | +0.99σ |