Statistical Profile — JOHN J MADDEN MENTAL HEALTH CENTER
CCN 144028 | nan, IL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
28
Beds
—
Net Revenue
nan%
Op Margin
79.3%
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.
- Payer Diversity Index: -2.9σ 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 | 28 | 63 | 110 | -0.58σ | P30 | P26 |
| Operating Expenses | $26.5M | $62.7M | $99.1M | -0.41σ | P28 | P11 |
| Net Income | $-26.5M | $-2.1M | $-4.0M | -0.10σ | P16 | P20 |
| Total Patient Days | 8,102 | 12,073 | 16,983 | -0.46σ | P43 | P38 |
| Medicare Day % | 1.1% | 30.9% | 35.8% | -1.65σ | P2 ▼ | P2 ▼ |
| Occupancy Rate | 79.3% | 53.7% | 48.0% | +1.08σ | P85 | P86 |
| Commercial Payer % | 98.9% | 61.2% | 60.2% | +1.94σ | P97 ▲ | P97 ▲ |
| Expense per Bed | 947,185 | $1.2M | $1.4M | -0.26σ | P38 | P26 |
| Payer Diversity Index | 0.022 | 0.473 | 0.485 | -2.90σ | P3 ▼ | P2 ▼ |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.7928 | nan | +nanσ |