Statistical Profile — RAINBOW BABIES & CHILDRENS HOSPITAL
CCN 363302 | CUYAHOGA, OH | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
231
Beds
$2.22B
Net Revenue
-5.0%
Op Margin
62.0%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
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: +4.3σ above national mean
- Operating Expenses: +4.3σ above national mean
- Gross Patient Revenue: +3.0σ above national mean
- Revenue per Bed: +4.2σ above national mean
- Expense per Bed: +3.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 231 | 63 | 77 | +0.53σ | P83 | P84 |
| Net Patient Revenue | $2.22B | $59.7M | $74.7M | +4.27σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.33B | $62.7M | $65.4M | +4.32σ | P99 ▲ | P98 ▲ |
| Net Income | $-110.3M | $-2.1M | -371,404 | -0.68σ | P4 ▼ | P3 ▼ |
| Gross Patient Revenue | $6.64B | $186.6M | $238.2M | +3.02σ | P98 ▲ | P98 ▲ |
| Total Patient Days | 52,307 | 12,073 | 12,920 | +0.40σ | P81 | P82 |
| Medicare Day % | 0.3% | 30.9% | 26.9% | -1.69σ | P1 ▼ | P0 ▼ |
| Medicaid Day % | 8.3% | 5.1% | 3.7% | -0.09σ | P66 | P84 |
| Operating Margin | -5.0% | -4.8% | -0.3% | +0.08σ | P49 | P37 |
| Revenue per Bed | $9.6M | $1.2M | $1.3M | +4.19σ | P100 ▲ | P100 ▲ |
| Occupancy Rate | 62.0% | 53.7% | 53.3% | +0.40σ | P61 | P63 |
| Commercial Payer % | 91.4% | 61.2% | 69.1% | +1.57σ | P93 ▲ | P94 ▲ |
| Net-to-Gross Ratio | 33.4% | 33.3% | 30.7% | -0.25σ | P50 | P60 |
| Expense per Bed | $10.1M | $1.2M | $1.3M | +3.51σ | P100 ▲ | P100 ▲ |
| Revenue per Patient Day | 42,362 | 7,054 | 7,089 | +0.08σ | P97 ▲ | P96 ▲ |
| Payer Diversity Index | 0.158 | 0.473 | 0.445 | -1.95σ | P7 ▼ | P6 ▼ |
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% | $2.22B | $315.7M | +7.43σ |
| Operating Margin | 2.1% | -0.0498 | -0.0638 | +0.07σ |
| Occupancy Rate | 44.3% | 0.6203 | 0.5702 | +0.27σ |
| Revenue Per Bed | 2.6% | $9.6M | $1.5M | +4.24σ |
| Net To Gross Ratio | 22.4% | 0.3336 | 0.2824 | +0.30σ |