Statistical Profile — MADISON COUNTY MEMORIAL HOSPITAL
CCN 161326 | MADISON, IA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$25.6M
Net Revenue
-9.2%
Op Margin
13.1%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IA (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 25 | -0.59σ | P16 | P22 |
| Net Patient Revenue | $25.6M | $59.7M | $36.8M | -0.42σ | P29 | P34 |
| Operating Expenses | $28.0M | $62.7M | $38.8M | -0.41σ | P30 | P33 |
| Net Income | $-2.4M | $-2.1M | $-3.0M | +0.07σ | P48 | P59 |
| Gross Patient Revenue | $48.0M | $186.6M | $73.9M | -0.44σ | P24 | P31 |
| Total Patient Days | 1,197 | 12,073 | 2,364 | -0.59σ | P9 ▼ | P21 |
| Medicare Day % | 67.8% | 30.9% | 53.5% | +1.70σ | P93 ▲ | P86 |
| Medicaid Day % | 0.5% | 5.1% | 3.2% | -0.71σ | P8 ▼ | P20 |
| Operating Margin | -9.2% | -4.8% | -8.2% | -0.14σ | P39 | P44 |
| Revenue per Bed | $1.0M | $1.2M | $1.3M | -0.24σ | P44 | P34 |
| Occupancy Rate | 13.1% | 53.7% | 26.6% | -1.52σ | P7 ▼ | P15 |
| Commercial Payer % | 31.7% | 61.2% | 41.3% | -1.34σ | P11 | P15 |
| Net-to-Gross Ratio | 53.3% | 33.3% | 50.8% | +0.71σ | P78 | P58 |
| Expense per Bed | $1.1M | $1.2M | $1.4M | -0.19σ | P45 | P35 |
| Revenue per Patient Day | 21,403 | 7,054 | 16,230 | +0.01σ | P90 | P74 |
| Payer Diversity Index | 0.440 | 0.473 | 0.488 | +0.02σ | P37 | P20 |
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% | $25.6M | $4.4M | +0.08σ |
| Operating Margin | 2.1% | -0.0920 | -0.0742 | -0.09σ |
| Occupancy Rate | 44.3% | 0.1312 | 0.3131 | -1.00σ |
| Revenue Per Bed | 2.6% | $1.0M | $1.4M | -0.22σ |
| Net To Gross Ratio | 22.4% | 0.5334 | 0.5009 | +0.19σ |