Statistical Profile — LARABIDA CHILDRENS HOSPITAL
CCN 143301 | COOK, IL | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
39
Beds
$30.6M
Net Revenue
-50.0%
Op Margin
89.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +3.9σ above national mean
- 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 | 39 | 63 | 110 | -0.52σ | P36 | P29 |
| Net Patient Revenue | $30.6M | $59.7M | $87.9M | -0.41σ | P34 | P15 |
| Operating Expenses | $69.6M | $62.7M | $99.1M | -0.32σ | P52 | P43 |
| Net Income | $-39.0M | $-2.1M | $-4.0M | -0.18σ | P12 | P14 |
| Gross Patient Revenue | $103.2M | $186.6M | $329.5M | -0.41σ | P40 | P28 |
| Total Patient Days | 9,994 | 12,073 | 16,983 | -0.42σ | P47 | P40 |
| Medicaid Day % | 58.6% | 5.1% | 3.5% | +3.88σ | P99 ▲ | P99 ▲ |
| Operating Margin | -50.0% | -4.8% | -5.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 785,192 | $1.2M | $1.4M | -0.36σ | P35 | P23 |
| Occupancy Rate | 89.6% | 53.7% | 48.0% | +1.49σ | P95 ▲ | P95 ▲ |
| Commercial Payer % | 41.4% | 61.2% | 60.2% | -0.86σ | P20 | P20 |
| Net-to-Gross Ratio | 29.7% | 33.3% | 31.2% | -0.42σ | P41 | P45 |
| Expense per Bed | $1.8M | $1.2M | $1.4M | +0.09σ | P70 | P70 |
| Revenue per Patient Day | 3,064 | 7,054 | 8,284 | -0.06σ | P22 | P13 |
| Payer Diversity Index | 0.485 | 0.473 | 0.485 | +0.34σ | P56 | P50 |
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% | $30.6M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.8964 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 785,192 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.2966 | nan | +nanσ |