Statistical Profile — NASHOBA VALLEY HOSPITAL
CCN 220098 | MIDDLESEX, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
57
Beds
$70.7M
Net Revenue
-2.0%
Op Margin
25.5%
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 | 57 | 63 | 125 | -0.42σ | P47 | P15 |
| Net Patient Revenue | $70.7M | $59.7M | $149.8M | -0.32σ | P53 | P31 |
| Operating Expenses | $72.2M | $62.7M | $150.2M | -0.32σ | P53 | P33 |
| Net Income | $-1.4M | $-2.1M | $-15.4M | +0.08σ | P54 | P74 |
| Gross Patient Revenue | $191.2M | $186.6M | $360.1M | -0.37σ | P50 | P36 |
| Total Patient Days | 5,295 | 12,073 | 32,860 | -0.51σ | P34 | P8 ▼ |
| Medicare Day % | 42.6% | 30.9% | 33.5% | +0.43σ | P71 | P72 |
| Medicaid Day % | 7.6% | 5.1% | 9.4% | -0.15σ | P64 | P41 |
| Operating Margin | -2.0% | -4.8% | -12.2% | +0.22σ | P57 | P70 |
| Revenue per Bed | $1.2M | $1.2M | $1.4M | -0.13σ | P52 | P44 |
| Occupancy Rate | 25.5% | 53.7% | 70.6% | -1.04σ | P19 | P1 ▼ |
| Commercial Payer % | 49.8% | 61.2% | 53.7% | -0.46σ | P31 | P39 |
| Net-to-Gross Ratio | 37.0% | 33.3% | 43.6% | -0.07σ | P57 | P31 |
| Expense per Bed | $1.3M | $1.2M | $1.5M | -0.13σ | P51 | P43 |
| Revenue per Patient Day | 13,358 | 7,054 | 5,549 | -0.02σ | P77 | P92 ▲ |
| Payer Diversity Index | 0.565 | 0.473 | 0.530 | +0.90σ | P87 | P67 |
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% | $70.7M | $19.8M | +0.20σ |
| Operating Margin | 2.1% | -0.0202 | -0.0694 | +0.26σ |
| Occupancy Rate | 44.3% | 0.2545 | 0.4046 | -0.82σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.4M | -0.09σ |
| Net To Gross Ratio | 22.4% | 0.3699 | 0.4078 | -0.22σ |