Statistical Profile — CARLE FOUNDATION HOSPITAL
CCN 140091 | CHAMPAIGN, IL | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
433
Beds
$1.22B
Net Revenue
11.8%
Op Margin
85.9%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.1σ above national mean
- Gross Patient Revenue: +2.2σ above national mean
- Total Patient Days: +2.0σ above 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 | 433 | 63 | 110 | +1.64σ | P94 ▲ | P95 ▲ |
| Net Patient Revenue | $1.22B | $59.7M | $87.9M | +2.15σ | P97 ▲ | P95 ▲ |
| Operating Expenses | $1.08B | $62.7M | $99.1M | +1.75σ | P96 ▲ | P94 ▲ |
| Net Income | $144.3M | $-2.1M | $-4.0M | +1.09σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $5.03B | $186.6M | $329.5M | +2.17σ | P97 ▲ | P96 ▲ |
| Total Patient Days | 135,797 | 12,073 | 16,983 | +2.03σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 26.1% | 30.9% | 35.8% | -0.39σ | P38 | P27 |
| Medicaid Day % | 9.6% | 5.1% | 3.5% | +0.01σ | P71 | P88 |
| Operating Margin | 11.8% | -4.8% | -5.3% | +0.91σ | P85 | P82 |
| Revenue per Bed | $2.8M | $1.2M | $1.4M | +0.69σ | P90 | P90 |
| Occupancy Rate | 85.9% | 53.7% | 48.0% | +1.34σ | P92 ▲ | P92 ▲ |
| Commercial Payer % | 64.3% | 61.2% | 60.2% | +0.25σ | P57 | P62 |
| Net-to-Gross Ratio | 24.3% | 33.3% | 31.2% | -0.68σ | P28 | P30 |
| Expense per Bed | $2.5M | $1.2M | $1.4M | +0.38σ | P84 | P87 |
| Revenue per Patient Day | 9,006 | 7,054 | 8,284 | -0.04σ | P61 | P54 |
| Payer Diversity Index | 0.509 | 0.473 | 0.485 | +0.51σ | P70 | P72 |
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% | $1.22B | $1.08B | +0.55σ |
| Operating Margin | 2.1% | 0.1180 | -0.0268 | +0.76σ |
| Occupancy Rate | 44.3% | 0.8592 | 0.8834 | -0.13σ |
| Revenue Per Bed | 2.6% | $2.8M | $2.3M | +0.30σ |
| Net To Gross Ratio | 22.4% | 0.2433 | 0.3075 | -0.37σ |