Statistical Profile — CHICAGO READ MENTAL HEALTH CENTER
CCN 144010 | nan, IL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
—
Net Revenue
nan%
Op Margin
86.0%
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: -3.0σ 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 | 24 | 63 | 110 | -0.60σ | P14 | P8 ▼ |
| Operating Expenses | $30.7M | $62.7M | $99.1M | -0.40σ | P32 | P17 |
| Net Income | $-30.7M | $-2.1M | $-4.0M | -0.13σ | P15 | P17 |
| Total Patient Days | 7,534 | 12,073 | 16,983 | -0.47σ | P42 | P37 |
| Medicare Day % | 0.5% | 30.9% | 35.8% | -1.68σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 86.0% | 53.7% | 48.0% | +1.35σ | P92 ▲ | P93 ▲ |
| Commercial Payer % | 99.5% | 61.2% | 60.2% | +1.97σ | P98 ▲ | P98 ▲ |
| Expense per Bed | $1.3M | $1.2M | $1.4M | -0.12σ | P52 | P43 |
| Payer Diversity Index | 0.010 | 0.473 | 0.485 | -2.98σ | P2 ▼ | 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% | 0.8600 | nan | +nanσ |