Statistical Profile — FRANCISCAN HOSPITAL FOR CHILDREN
CCN 223300 | SUFFOLK, MA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
112
Beds
$60.8M
Net Revenue
-27.6%
Op Margin
50.3%
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.
- Medicaid Day %: +2.1σ 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 | 112 | 63 | 125 | -0.12σ | P64 | P39 |
| Net Patient Revenue | $60.8M | $59.7M | $149.8M | -0.34σ | P50 | P28 |
| Operating Expenses | $77.6M | $62.7M | $150.2M | -0.31σ | P54 | P35 |
| Net Income | $-16.8M | $-2.1M | $-15.4M | -0.03σ | P22 | P48 |
| Gross Patient Revenue | $95.7M | $186.6M | $360.1M | -0.42σ | P38 | P25 |
| Total Patient Days | 20,573 | 12,073 | 32,860 | -0.21σ | P62 | P28 |
| Medicaid Day % | 36.4% | 5.1% | 9.4% | +2.13σ | P95 ▲ | P89 |
| Operating Margin | -27.6% | -4.8% | -12.2% | -1.05σ | P14 | P22 |
| Revenue per Bed | 543,227 | $1.2M | $1.4M | -0.49σ | P25 | P26 |
| Occupancy Rate | 50.3% | 53.7% | 70.6% | -0.06σ | P46 | P15 |
| Commercial Payer % | 63.6% | 61.2% | 53.7% | +0.22σ | P55 | P75 |
| Net-to-Gross Ratio | 63.6% | 33.3% | 43.6% | +1.20σ | P87 | P84 |
| Expense per Bed | 693,241 | $1.2M | $1.5M | -0.36σ | P29 | P33 |
| Revenue per Patient Day | 2,957 | 7,054 | 5,549 | -0.06σ | P22 | P28 |
| Payer Diversity Index | 0.463 | 0.473 | 0.530 | +0.19σ | P46 | P27 |
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% | $60.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2762 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5033 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 543,227 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6359 | nan | +nanσ |