Statistical Profile — BAYSTATE FRANKLIN MEDICAL CENTER
CCN 220016 | FRANKLIN, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
89
Beds
$98.1M
Net Revenue
-23.1%
Op Margin
60.1%
Occupancy
0
Outlier Flags
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 | 89 | 63 | 125 | -0.24σ | P58 | P29 |
| Net Patient Revenue | $98.1M | $59.7M | $149.8M | -0.26σ | P60 | P40 |
| Operating Expenses | $120.7M | $62.7M | $150.2M | -0.22σ | P64 | P45 |
| Net Income | $-22.7M | $-2.1M | $-15.4M | -0.07σ | P18 | P42 |
| Gross Patient Revenue | $295.7M | $186.6M | $360.1M | -0.31σ | P58 | P42 |
| Total Patient Days | 19,534 | 12,073 | 32,860 | -0.23σ | P61 | P25 |
| Medicare Day % | 34.9% | 30.9% | 33.5% | +0.05σ | P58 | P56 |
| Medicaid Day % | 11.9% | 5.1% | 9.4% | +0.19σ | P76 | P59 |
| Operating Margin | -23.1% | -4.8% | -12.2% | -0.83σ | P17 | P28 |
| Revenue per Bed | $1.1M | $1.2M | $1.4M | -0.20σ | P46 | P39 |
| Occupancy Rate | 60.1% | 53.7% | 70.6% | +0.33σ | P59 | P26 |
| Commercial Payer % | 53.3% | 61.2% | 53.7% | -0.29σ | P36 | P47 |
| Net-to-Gross Ratio | 33.2% | 33.3% | 43.6% | -0.25σ | P50 | P15 |
| Expense per Bed | $1.4M | $1.2M | $1.5M | -0.09σ | P55 | P48 |
| Revenue per Patient Day | 5,020 | 7,054 | 5,549 | -0.06σ | P32 | P40 |
| Payer Diversity Index | 0.581 | 0.473 | 0.530 | +1.01σ | P90 | P80 |
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% | $98.1M | $140.7M | -0.17σ |
| Operating Margin | 2.1% | -0.2311 | -0.0645 | -0.88σ |
| Occupancy Rate | 44.3% | 0.6013 | 0.5088 | +0.51σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.6M | -0.24σ |
| Net To Gross Ratio | 22.4% | 0.3316 | 0.3908 | -0.34σ |