Statistical Profile — ALLIANCEHEALTH MADILL
CCN 371326 | MARSHALL, OK | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$16.9M
Net Revenue
-2.0%
Op Margin
18.6%
Occupancy
0
Outlier Flags
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 | 25 | 63 | 36 | -0.59σ | P16 | P20 |
| Net Patient Revenue | $16.9M | $59.7M | $24.2M | -0.44σ | P18 | P38 |
| Operating Expenses | $17.2M | $62.7M | $27.4M | -0.43σ | P15 | P27 |
| Net Income | -340,520 | $-2.1M | $-2.4M | +0.08σ | P61 | P66 |
| Gross Patient Revenue | $65.0M | $186.6M | $67.3M | -0.43σ | P30 | P49 |
| Total Patient Days | 1,698 | 12,073 | 4,669 | -0.58σ | P14 | P20 |
| Medicare Day % | 58.5% | 30.9% | 42.3% | +1.23σ | P87 | P73 |
| Medicaid Day % | 2.8% | 5.1% | 16.5% | -0.52σ | P34 | P20 |
| Operating Margin | -2.0% | -4.8% | -8.8% | +0.22σ | P57 | P62 |
| Revenue per Bed | 674,008 | $1.2M | 791,494 | -0.42σ | P31 | P45 |
| Occupancy Rate | 18.6% | 53.7% | 37.9% | -1.31σ | P12 | P20 |
| Commercial Payer % | 38.6% | 61.2% | 37.2% | -1.00σ | P17 | P54 |
| Net-to-Gross Ratio | 25.9% | 33.3% | 28.3% | -0.60σ | P31 | P43 |
| Expense per Bed | 687,629 | $1.2M | 891,796 | -0.36σ | P29 | P37 |
| Revenue per Patient Day | 9,924 | 7,054 | 6,241 | -0.04σ | P66 | P74 |
| Payer Diversity Index | 0.507 | 0.473 | 0.552 | +0.49σ | P70 | P37 |
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% | $16.9M | $5.2M | +0.05σ |
| Operating Margin | 2.1% | -0.0202 | -0.0713 | +0.27σ |
| Occupancy Rate | 44.3% | 0.1861 | 0.3613 | -0.96σ |
| Revenue Per Bed | 2.6% | 674,008 | $1.5M | -0.42σ |
| Net To Gross Ratio | 22.4% | 0.2593 | 0.4736 | -1.24σ |