Statistical Profile — MADISON STATE HOSPITAL
CCN 154019 | JEFFERSON, IN | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
150
Beds
$6.2M
Net Revenue
-50.0%
Op Margin
68.3%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IN (n=171) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 150 | 63 | 47 | +0.09σ | P72 | P80 |
| Net Patient Revenue | $6.2M | $59.7M | $51.3M | -0.46σ | P4 ▼ | P4 ▼ |
| Operating Expenses | $32.1M | $62.7M | $56.3M | -0.40σ | P34 | P34 |
| Net Income | $-25.8M | $-2.1M | -941,988 | -0.09σ | P17 | P8 ▼ |
| Gross Patient Revenue | $75.9M | $186.6M | $185.0M | -0.43σ | P33 | P31 |
| Total Patient Days | 37,408 | 12,073 | 9,640 | +0.11σ | P75 | P82 |
| Medicare Day % | 0.1% | 30.9% | 31.0% | -1.70σ | P0 ▼ | P1 ▼ |
| Medicaid Day % | 19.0% | 5.1% | 3.9% | +0.76σ | P86 | P97 ▲ |
| Operating Margin | -50.0% | -4.8% | -1.1% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 41,627 | $1.2M | $1.6M | -0.75σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 68.3% | 53.7% | 49.6% | +0.65σ | P69 | P76 |
| Commercial Payer % | 80.9% | 61.2% | 64.8% | +1.06σ | P87 | P88 |
| Net-to-Gross Ratio | 8.2% | 33.3% | 30.3% | -1.45σ | P1 ▼ | P1 ▼ |
| Expense per Bed | 213,958 | $1.2M | $1.6M | -0.56σ | P4 ▼ | P4 ▼ |
| Revenue per Patient Day | 166.9164 | 7,054 | 8,843 | -0.07σ | P0 ▼ | P1 ▼ |
| Payer Diversity Index | 0.310 | 0.473 | 0.473 | -0.89σ | P15 | P11 |
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% | $6.2M | $218.9M | -0.83σ |
| Operating Margin | 2.1% | -0.5000 | -0.0723 | -2.25σ |
| Occupancy Rate | 44.3% | 0.6833 | 0.6275 | +0.31σ |
| Revenue Per Bed | 2.6% | 41,627 | $1.6M | -0.80σ |
| Net To Gross Ratio | 22.4% | 0.0823 | 0.3335 | -1.45σ |