Statistical Profile — MADISON HEALTH
CCN 360189 | MADISON, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
45
Beds
$61.0M
Net Revenue
13.8%
Op Margin
19.2%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 45 | 63 | 77 | -0.48σ | P41 | P34 |
| Net Patient Revenue | $61.0M | $59.7M | $74.7M | -0.34σ | P50 | P47 |
| Operating Expenses | $52.6M | $62.7M | $65.4M | -0.36σ | P46 | P42 |
| Net Income | $8.4M | $-2.1M | -371,404 | +0.15σ | P84 | P77 |
| Gross Patient Revenue | $193.3M | $186.6M | $238.2M | -0.36σ | P51 | P46 |
| Total Patient Days | 3,158 | 12,073 | 12,920 | -0.55σ | P24 | P14 |
| Medicare Day % | 22.0% | 30.9% | 26.9% | -0.60σ | P28 | P32 |
| Medicaid Day % | 2.2% | 5.1% | 3.7% | -0.57σ | P28 | P28 |
| Operating Margin | 13.8% | -4.8% | -0.3% | +1.01σ | P87 | P82 |
| Revenue per Bed | $1.4M | $1.2M | $1.3M | -0.07σ | P57 | P52 |
| Occupancy Rate | 19.2% | 53.7% | 53.3% | -1.28σ | P13 | P7 ▼ |
| Commercial Payer % | 75.8% | 61.2% | 69.1% | +0.81σ | P81 | P77 |
| Net-to-Gross Ratio | 31.5% | 33.3% | 30.7% | -0.33σ | P46 | P54 |
| Expense per Bed | $1.2M | $1.2M | $1.3M | -0.17σ | P48 | P47 |
| Revenue per Patient Day | 19,309 | 7,054 | 7,089 | -0.00σ | P87 | P88 |
| Payer Diversity Index | 0.377 | 0.473 | 0.445 | -0.42σ | P23 | P23 |
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% | $61.0M | $-14.1M | +0.29σ |
| Operating Margin | 2.1% | 0.1376 | -0.0450 | +0.96σ |
| Occupancy Rate | 44.3% | 0.1923 | 0.5051 | -1.71σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.5M | -0.09σ |
| Net To Gross Ratio | 22.4% | 0.3154 | 0.3094 | +0.03σ |