Statistical Profile — COOLEY DICKINSON HOSPITAL
CCN 220015 | HAMPSHIRE, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
118
Beds
$233.6M
Net Revenue
2.3%
Op Margin
61.4%
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 | 118 | 63 | 125 | -0.08σ | P66 | P44 |
| Net Patient Revenue | $233.6M | $59.7M | $149.8M | +0.03σ | P76 | P61 |
| Operating Expenses | $228.3M | $62.7M | $150.2M | +0.00σ | P75 | P58 |
| Net Income | $5.3M | $-2.1M | $-15.4M | +0.12σ | P80 | P87 |
| Gross Patient Revenue | $662.3M | $186.6M | $360.1M | -0.12σ | P70 | P65 |
| Total Patient Days | 26,455 | 12,073 | 32,860 | -0.10σ | P68 | P42 |
| Medicare Day % | 42.9% | 30.9% | 33.5% | +0.45σ | P71 | P74 |
| Medicaid Day % | 11.3% | 5.1% | 9.4% | +0.15σ | P75 | P58 |
| Operating Margin | 2.3% | -4.8% | -12.2% | +0.44σ | P68 | P80 |
| Revenue per Bed | $2.0M | $1.2M | $1.4M | +0.26σ | P77 | P72 |
| Occupancy Rate | 61.4% | 53.7% | 70.6% | +0.38σ | P60 | P33 |
| Commercial Payer % | 45.8% | 61.2% | 53.7% | -0.65σ | P25 | P27 |
| Net-to-Gross Ratio | 35.3% | 33.3% | 43.6% | -0.15σ | P54 | P27 |
| Expense per Bed | $1.9M | $1.2M | $1.5M | +0.15σ | P74 | P65 |
| Revenue per Patient Day | 8,832 | 7,054 | 5,549 | -0.04σ | P60 | P84 |
| Payer Diversity Index | 0.594 | 0.473 | 0.530 | +1.10σ | P91 ▲ | P84 |
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% | $233.6M | $207.8M | +0.10σ |
| Operating Margin | 2.1% | 0.0228 | -0.0624 | +0.45σ |
| Occupancy Rate | 44.3% | 0.6142 | 0.4937 | +0.66σ |
| Revenue Per Bed | 2.6% | $2.0M | $1.6M | +0.22σ |
| Net To Gross Ratio | 22.4% | 0.3528 | 0.3935 | -0.24σ |