Statistical Profile — BERKSHIRE MEDICAL CENTER
CCN 220046 | BERKSHIRE, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
238
Beds
$522.9M
Net Revenue
-12.9%
Op Margin
61.3%
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 | 238 | 63 | 125 | +0.57σ | P83 | P76 |
| Net Patient Revenue | $522.9M | $59.7M | $149.8M | +0.65σ | P89 | P83 |
| Operating Expenses | $590.4M | $62.7M | $150.2M | +0.75σ | P91 ▲ | P84 |
| Net Income | $-67.5M | $-2.1M | $-15.4M | -0.38σ | P7 ▼ | P20 |
| Gross Patient Revenue | $1.18B | $186.6M | $360.1M | +0.15σ | P78 | P79 |
| Total Patient Days | 53,230 | 12,073 | 32,860 | +0.42σ | P82 | P71 |
| Medicare Day % | 45.8% | 30.9% | 33.5% | +0.59σ | P75 | P77 |
| Medicaid Day % | 4.3% | 5.1% | 9.4% | -0.40σ | P45 | P21 |
| Operating Margin | -12.9% | -4.8% | -12.2% | -0.32σ | P31 | P45 |
| Revenue per Bed | $2.2M | $1.2M | $1.4M | +0.37σ | P81 | P77 |
| Occupancy Rate | 61.3% | 53.7% | 70.6% | +0.37σ | P60 | P32 |
| Commercial Payer % | 49.9% | 61.2% | 53.7% | -0.45σ | P31 | P40 |
| Net-to-Gross Ratio | 44.2% | 33.3% | 43.6% | +0.27σ | P68 | P54 |
| Expense per Bed | $2.5M | $1.2M | $1.5M | +0.38σ | P84 | P79 |
| Revenue per Patient Day | 9,823 | 7,054 | 5,549 | -0.04σ | P65 | P88 |
| Payer Diversity Index | 0.540 | 0.473 | 0.530 | +0.72σ | P82 | P57 |
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% | $522.9M | $436.7M | +0.34σ |
| Operating Margin | 2.1% | -0.1290 | -0.0369 | -0.49σ |
| Occupancy Rate | 44.3% | 0.6128 | 0.5212 | +0.50σ |
| Revenue Per Bed | 2.6% | $2.2M | $1.6M | +0.33σ |
| Net To Gross Ratio | 22.4% | 0.4423 | 0.2955 | +0.85σ |