Statistical Profile — COAL COUNTY GENERAL HOSPITAL
CCN 371319 | COAL, OK | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$5.5M
Net Revenue
-50.0%
Op Margin
14.8%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicare Day %: +2.6σ above national mean
- Operating Margin: -2.2σ below national mean
- Commercial Payer %: -2.8σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 20 | 63 | 36 | -0.62σ | P10 | P15 |
| Net Patient Revenue | $5.5M | $59.7M | $24.2M | -0.46σ | P3 ▼ | P7 ▼ |
| Operating Expenses | $10.1M | $62.7M | $27.4M | -0.45σ | P6 ▼ | P12 |
| Net Income | $-4.6M | $-2.1M | $-2.4M | +0.05σ | P39 | P34 |
| Gross Patient Revenue | $14.7M | $186.6M | $67.3M | -0.46σ | P6 ▼ | P9 ▼ |
| Total Patient Days | 1,080 | 12,073 | 4,669 | -0.59σ | P8 ▼ | P13 |
| Medicare Day % | 86.5% | 30.9% | 42.3% | +2.63σ | P99 ▲ | P97 ▲ |
| Medicaid Day % | 12.6% | 5.1% | 16.5% | +0.25σ | P78 | P45 |
| Operating Margin | -50.0% | -4.8% | -8.8% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 273,628 | $1.2M | 791,494 | -0.63σ | P9 ▼ | P12 |
| Occupancy Rate | 14.8% | 53.7% | 37.9% | -1.46σ | P8 ▼ | P15 |
| Commercial Payer % | 0.9% | 61.2% | 37.2% | -2.83σ | P0 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 37.3% | 33.3% | 28.3% | -0.06σ | P58 | P63 |
| Expense per Bed | 504,600 | $1.2M | 891,796 | -0.44σ | P22 | P24 |
| Revenue per Patient Day | 5,067 | 7,054 | 6,241 | -0.06σ | P33 | P39 |
| Payer Diversity Index | 0.236 | 0.473 | 0.552 | -1.40σ | P11 | P7 ▼ |
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% | $5.5M | $24.3M | -0.07σ |
| Operating Margin | 2.1% | -0.5000 | -0.1119 | -2.04σ |
| Occupancy Rate | 44.3% | 0.1479 | 0.2263 | -0.43σ |
| Revenue Per Bed | 2.6% | 273,628 | $1.3M | -0.55σ |
| Net To Gross Ratio | 22.4% | 0.3725 | 0.6371 | -1.53σ |