Statistical Profile — MANGUM REGIONAL MEDICAL CENTER
CCN 371330 | GREER, OK | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$15.3M
Net Revenue
-16.4%
Op Margin
54.9%
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 %: +2.7σ above national mean
- Commercial Payer %: -2.4σ below national mean
- Net-to-Gross Ratio: +2.2σ above 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 | 18 | 63 | 36 | -0.63σ | P9 ▼ | P13 |
| Net Patient Revenue | $15.3M | $59.7M | $24.2M | -0.44σ | P16 | P32 |
| Operating Expenses | $17.8M | $62.7M | $27.4M | -0.43σ | P16 | P31 |
| Net Income | $-2.5M | $-2.1M | $-2.4M | +0.07σ | P47 | P48 |
| Gross Patient Revenue | $18.1M | $186.6M | $67.3M | -0.46σ | P8 ▼ | P12 |
| Total Patient Days | 3,610 | 12,073 | 4,669 | -0.54σ | P26 | P41 |
| Medicare Day % | 88.2% | 30.9% | 42.3% | +2.72σ | P99 ▲ | P99 ▲ |
| Medicaid Day % | 2.9% | 5.1% | 16.5% | -0.52σ | P34 | P20 |
| Operating Margin | -16.4% | -4.8% | -8.8% | -0.50σ | P25 | P39 |
| Revenue per Bed | 849,868 | $1.2M | 791,494 | -0.33σ | P37 | P55 |
| Occupancy Rate | 54.9% | 53.7% | 37.9% | +0.12σ | P52 | P68 |
| Commercial Payer % | 8.9% | 61.2% | 37.2% | -2.45σ | P1 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 84.4% | 33.3% | 28.3% | +2.19σ | P96 ▲ | P97 ▲ |
| Expense per Bed | 989,565 | $1.2M | 891,796 | -0.24σ | P40 | P52 |
| Revenue per Patient Day | 4,238 | 7,054 | 6,241 | -0.06σ | P27 | P29 |
| Payer Diversity Index | 0.213 | 0.473 | 0.552 | -1.56σ | P10 ▼ | P5 ▼ |
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% | $15.3M | $50.7M | -0.14σ |
| Operating Margin | 2.1% | -0.1644 | -0.0885 | -0.40σ |
| Occupancy Rate | 44.3% | 0.5495 | 0.2619 | +1.58σ |
| Revenue Per Bed | 2.6% | 849,868 | $1.5M | -0.32σ |
| Net To Gross Ratio | 22.4% | 0.8442 | 0.5965 | +1.43σ |