Statistical Profile — CHILDRENS HOSPITAL CORPORATION
CCN 223302 | SUFFOLK, MA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
485
Beds
$1.59B
Net Revenue
-27.2%
Op Margin
73.4%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
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: +2.9σ above national mean
- Operating Expenses: +3.7σ above national mean
- Net Income: -2.9σ below national mean
- Medicaid Day %: +2.9σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MA (n=99) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 485 | 63 | 125 | +1.93σ | P95 ▲ | P91 ▲ |
| Net Patient Revenue | $1.59B | $59.7M | $149.8M | +2.92σ | P98 ▲ | P93 ▲ |
| Operating Expenses | $2.02B | $62.7M | $150.2M | +3.68σ | P99 ▲ | P93 ▲ |
| Net Income | $-431.2M | $-2.1M | $-15.4M | -2.91σ | P1 ▼ | P7 ▼ |
| Gross Patient Revenue | $3.17B | $186.6M | $360.1M | +1.20σ | P93 ▲ | P92 ▲ |
| Total Patient Days | 129,885 | 12,073 | 32,860 | +1.91σ | P95 ▲ | P90 |
| Medicare Day % | 0.8% | 30.9% | 33.5% | -1.66σ | P2 ▼ | P3 ▼ |
| Medicaid Day % | 46.7% | 5.1% | 9.4% | +2.94σ | P97 ▲ | P92 ▲ |
| Operating Margin | -27.2% | -4.8% | -12.2% | -1.03σ | P14 | P24 |
| Revenue per Bed | $3.3M | $1.2M | $1.4M | +0.92σ | P93 ▲ | P91 ▲ |
| Occupancy Rate | 73.4% | 53.7% | 70.6% | +0.85σ | P77 | P54 |
| Commercial Payer % | 52.5% | 61.2% | 53.7% | -0.32σ | P35 | P45 |
| Net-to-Gross Ratio | 50.1% | 33.3% | 43.6% | +0.55σ | P75 | P69 |
| Expense per Bed | $4.2M | $1.2M | $1.5M | +1.07σ | P96 ▲ | P91 ▲ |
| Revenue per Patient Day | 12,211 | 7,054 | 5,549 | -0.03σ | P74 | P90 |
| Payer Diversity Index | 0.506 | 0.473 | 0.530 | +0.49σ | P69 | P40 |
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% | $1.59B | $771.8M | +3.18σ |
| Operating Margin | 2.1% | -0.2719 | -0.1250 | -0.77σ |
| Occupancy Rate | 44.3% | 0.7337 | 0.6305 | +0.57σ |
| Revenue Per Bed | 2.6% | $3.3M | $1.4M | +0.97σ |
| Net To Gross Ratio | 22.4% | 0.5009 | 0.4260 | +0.43σ |