Statistical Profile — MADISON RIVER OAKS MEDICAL CENTER
CCN 250038 | MADISON, MS | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
67
Beds
$32.9M
Net Revenue
-1.2%
Op Margin
19.1%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MS (n=110) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 67 | 63 | 38 | -0.36σ | P51 | P67 |
| Net Patient Revenue | $32.9M | $59.7M | $26.2M | -0.40σ | P36 | P58 |
| Operating Expenses | $33.3M | $62.7M | $27.2M | -0.40σ | P35 | P56 |
| Net Income | -407,290 | $-2.1M | $-2.7M | +0.08σ | P61 | P76 |
| Gross Patient Revenue | $337.3M | $186.6M | $69.8M | -0.29σ | P60 | P74 |
| Total Patient Days | 4,681 | 12,073 | 5,032 | -0.52σ | P32 | P47 |
| Medicare Day % | 39.7% | 30.9% | 46.7% | +0.29σ | P67 | P39 |
| Medicaid Day % | 6.6% | 5.1% | 6.6% | -0.23σ | P59 | P51 |
| Operating Margin | -1.2% | -4.8% | -12.5% | +0.26σ | P59 | P76 |
| Revenue per Bed | 490,489 | $1.2M | 689,029 | -0.51σ | P22 | P28 |
| Occupancy Rate | 19.1% | 53.7% | 38.6% | -1.29σ | P12 | P17 |
| Commercial Payer % | 53.7% | 61.2% | 41.9% | -0.27σ | P37 | P80 |
| Net-to-Gross Ratio | 9.7% | 33.3% | 32.9% | -1.37σ | P2 ▼ | P7 ▼ |
| Expense per Bed | 496,568 | $1.2M | 772,562 | -0.44σ | P21 | P26 |
| Revenue per Patient Day | 7,020 | 7,054 | 5,561 | -0.05σ | P50 | P67 |
| Payer Diversity Index | 0.550 | 0.473 | 0.500 | +0.79σ | P84 | P61 |
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% | $32.9M | $6.4M | +0.10σ |
| Operating Margin | 2.1% | -0.0124 | -0.0672 | +0.29σ |
| Occupancy Rate | 44.3% | 0.1914 | 0.3916 | -1.10σ |
| Revenue Per Bed | 2.6% | 490,489 | $1.4M | -0.45σ |
| Net To Gross Ratio | 22.4% | 0.0974 | 0.3831 | -1.65σ |