Statistical Profile — HOLYOKE MEDICAL CENTER
CCN 220024 | HAMPDEN, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
201
Beds
$176.9M
Net Revenue
-17.8%
Op Margin
47.1%
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 | 201 | 63 | 125 | +0.37σ | P79 | P71 |
| Net Patient Revenue | $176.9M | $59.7M | $149.8M | -0.09σ | P71 | P53 |
| Operating Expenses | $208.3M | $62.7M | $150.2M | -0.04σ | P74 | P57 |
| Net Income | $-31.4M | $-2.1M | $-15.4M | -0.13σ | P15 | P31 |
| Gross Patient Revenue | $530.6M | $186.6M | $360.1M | -0.19σ | P66 | P58 |
| Total Patient Days | 34,528 | 12,073 | 32,860 | +0.06σ | P73 | P54 |
| Medicare Day % | 29.4% | 30.9% | 33.5% | -0.23σ | P46 | P32 |
| Medicaid Day % | 10.7% | 5.1% | 9.4% | +0.10σ | P74 | P55 |
| Operating Margin | -17.8% | -4.8% | -12.2% | -0.56σ | P23 | P34 |
| Revenue per Bed | 880,000 | $1.2M | $1.4M | -0.31σ | P38 | P33 |
| Occupancy Rate | 47.1% | 53.7% | 70.6% | -0.19σ | P42 | P11 |
| Commercial Payer % | 59.9% | 61.2% | 53.7% | +0.04σ | P48 | P65 |
| Net-to-Gross Ratio | 33.3% | 33.3% | 43.6% | -0.25σ | P50 | P17 |
| Expense per Bed | $1.0M | $1.2M | $1.5M | -0.22σ | P42 | P39 |
| Revenue per Patient Day | 5,123 | 7,054 | 5,549 | -0.06σ | P33 | P42 |
| Payer Diversity Index | 0.544 | 0.473 | 0.530 | +0.75σ | P83 | P60 |
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% | $176.9M | $227.9M | -0.20σ |
| Operating Margin | 2.1% | -0.1777 | -0.0631 | -0.60σ |
| Occupancy Rate | 44.3% | 0.4706 | 0.4384 | +0.18σ |
| Revenue Per Bed | 2.6% | 880,000 | $1.3M | -0.21σ |
| Net To Gross Ratio | 22.4% | 0.3334 | 0.3039 | +0.17σ |