Statistical Profile — MADISON PARISH HOSPITAL
CCN 191314 | MADISON PARISH, LA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$14.8M
Net Revenue
-47.0%
Op Margin
5.3%
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: -2.0σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and LA (n=212) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | LA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 36 | -0.59σ | P16 | P28 |
| Net Patient Revenue | $14.8M | $59.7M | $18.5M | -0.44σ | P15 | P38 |
| Operating Expenses | $21.7M | $62.7M | $20.1M | -0.42σ | P22 | P51 |
| Net Income | $-6.9M | $-2.1M | -649,318 | +0.04σ | P33 | P22 |
| Gross Patient Revenue | $26.3M | $186.6M | $50.9M | -0.45σ | P12 | P31 |
| Total Patient Days | 483 | 12,073 | 6,146 | -0.60σ | P2 ▼ | P2 ▼ |
| Medicare Day % | 57.8% | 30.9% | 32.7% | +1.19σ | P86 | P81 |
| Medicaid Day % | 2.5% | 5.1% | 2.3% | -0.55σ | P31 | P54 |
| Operating Margin | -47.0% | -4.8% | -3.5% | -2.02σ | P7 ▼ | P7 ▼ |
| Revenue per Bed | 591,712 | $1.2M | 583,748 | -0.46σ | P27 | P50 |
| Occupancy Rate | 5.3% | 53.7% | 51.9% | -1.83σ | P2 ▼ | P1 ▼ |
| Commercial Payer % | 39.8% | 61.2% | 59.8% | -0.94σ | P18 | P25 |
| Net-to-Gross Ratio | 56.2% | 33.3% | 37.8% | +0.85σ | P81 | P80 |
| Expense per Bed | 869,647 | $1.2M | 602,097 | -0.29σ | P35 | P61 |
| Revenue per Patient Day | 30,627 | 7,054 | 5,062 | +0.04σ | P95 ▲ | P94 ▲ |
| Payer Diversity Index | 0.508 | 0.473 | 0.443 | +0.50σ | P70 | P79 |
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% | $14.8M | $-8.6M | +0.09σ |
| Operating Margin | 2.1% | -0.4697 | -0.0716 | -2.10σ |
| Occupancy Rate | 44.3% | 0.0529 | 0.3515 | -1.64σ |
| Revenue Per Bed | 2.6% | 591,712 | $1.5M | -0.45σ |
| Net To Gross Ratio | 22.4% | 0.5624 | 0.4687 | +0.54σ |