Statistical Profile — RED BUD REGIONAL HOSPITAL
CCN 141348 | RANDOLPH, IL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$19.5M
Net Revenue
-50.0%
Op Margin
57.8%
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 IL (n=208) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 110 | -0.59σ | P16 | P8 ▼ |
| Net Patient Revenue | $19.5M | $59.7M | $87.9M | -0.43σ | P21 | P6 ▼ |
| Operating Expenses | $29.3M | $62.7M | $99.1M | -0.41σ | P31 | P15 |
| Net Income | $-9.8M | $-2.1M | $-4.0M | +0.02σ | P28 | P39 |
| Gross Patient Revenue | $83.7M | $186.6M | $329.5M | -0.42σ | P35 | P20 |
| Total Patient Days | 2,849 | 12,073 | 16,983 | -0.56σ | P22 | P22 |
| Medicare Day % | 63.5% | 30.9% | 35.8% | +1.48σ | P90 ▲ | P93 ▲ |
| Medicaid Day % | 0.4% | 5.1% | 3.5% | -0.72σ | P5 ▼ | P6 ▼ |
| Operating Margin | -50.0% | -4.8% | -5.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 779,529 | $1.2M | $1.4M | -0.36σ | P35 | P22 |
| Occupancy Rate | 57.8% | 53.7% | 48.0% | +0.24σ | P56 | P62 |
| Commercial Payer % | 36.2% | 61.2% | 60.2% | -1.12σ | P14 | P9 ▼ |
| Net-to-Gross Ratio | 23.3% | 33.3% | 31.2% | -0.73σ | P25 | P26 |
| Expense per Bed | $1.2M | $1.2M | $1.4M | -0.16σ | P48 | P35 |
| Revenue per Patient Day | 6,840 | 7,054 | 8,284 | -0.05σ | P48 | P40 |
| Payer Diversity Index | 0.466 | 0.473 | 0.485 | +0.21σ | P47 | P37 |
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% | $19.5M | $25.4M | -0.02σ |
| Operating Margin | 2.1% | -0.5000 | -0.0696 | -2.27σ |
| Occupancy Rate | 44.3% | 0.5785 | 0.3766 | +1.11σ |
| Revenue Per Bed | 2.6% | 779,529 | $1.6M | -0.40σ |
| Net To Gross Ratio | 22.4% | 0.2329 | 0.4899 | -1.48σ |