Statistical Profile — MADISON REGIONAL HEALTH SYSTEM
CCN 431300 | LAKE, SD | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
22
Beds
$33.8M
Net Revenue
-1.6%
Op Margin
54.9%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and SD (n=63) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | SD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 22 | 63 | 25 | -0.61σ | P13 | P39 |
| Net Patient Revenue | $33.8M | $59.7M | $20.5M | -0.40σ | P36 | P66 |
| Operating Expenses | $34.3M | $62.7M | $21.4M | -0.40σ | P36 | P63 |
| Net Income | -552,941 | $-2.1M | -806,988 | +0.08σ | P60 | P56 |
| Gross Patient Revenue | $64.6M | $186.6M | $46.9M | -0.43σ | P30 | P66 |
| Total Patient Days | 4,409 | 12,073 | 1,890 | -0.53σ | P31 | P74 |
| Medicare Day % | 71.5% | 30.9% | 61.6% | +1.88σ | P94 ▲ | P65 |
| Medicaid Day % | 9.0% | 5.1% | 5.4% | -0.04σ | P69 | P62 |
| Operating Margin | -1.6% | -4.8% | -3.2% | +0.24σ | P58 | P53 |
| Revenue per Bed | $1.5M | $1.2M | $1.1M | +0.03σ | P64 | P64 |
| Occupancy Rate | 54.9% | 53.7% | 26.4% | +0.12σ | P52 | P84 |
| Commercial Payer % | 19.6% | 61.2% | 29.4% | -1.93σ | P4 ▼ | P22 |
| Net-to-Gross Ratio | 52.3% | 33.3% | 51.8% | +0.66σ | P77 | P52 |
| Expense per Bed | $1.6M | $1.2M | $1.2M | -0.00σ | P62 | P60 |
| Revenue per Patient Day | 7,656 | 7,054 | 13,149 | -0.05σ | P54 | P14 |
| Payer Diversity Index | 0.443 | 0.473 | 0.494 | +0.04σ | P39 | P43 |
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% | $33.8M | $48.8M | -0.06σ |
| Operating Margin | 2.1% | -0.0164 | -0.0882 | +0.38σ |
| Occupancy Rate | 44.3% | 0.5491 | 0.3364 | +1.17σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.5M | +0.03σ |
| Net To Gross Ratio | 22.4% | 0.5229 | 0.5541 | -0.18σ |