Statistical Profile — ATHOL MEMORIAL HOSPITAL
CCN 221303 | WORCESTER, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
21
Beds
$30.3M
Net Revenue
-26.1%
Op Margin
48.0%
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 | 21 | 63 | 125 | -0.62σ | P12 | P4 ▼ |
| Net Patient Revenue | $30.3M | $59.7M | $149.8M | -0.41σ | P33 | P12 |
| Operating Expenses | $38.2M | $62.7M | $150.2M | -0.39σ | P38 | P25 |
| Net Income | $-7.9M | $-2.1M | $-15.4M | +0.03σ | P31 | P61 |
| Gross Patient Revenue | $87.1M | $186.6M | $360.1M | -0.42σ | P36 | P22 |
| Total Patient Days | 3,676 | 12,073 | 32,860 | -0.54σ | P27 | P3 ▼ |
| Medicare Day % | 64.2% | 30.9% | 33.5% | +1.52σ | P91 ▲ | P95 ▲ |
| Medicaid Day % | 3.6% | 5.1% | 9.4% | -0.46σ | P40 | P16 |
| Operating Margin | -26.1% | -4.8% | -12.2% | -0.98σ | P15 | P25 |
| Revenue per Bed | $1.4M | $1.2M | $1.4M | -0.02σ | P60 | P51 |
| Occupancy Rate | 48.0% | 53.7% | 70.6% | -0.15σ | P43 | P12 |
| Commercial Payer % | 32.2% | 61.2% | 53.7% | -1.31σ | P11 | P10 |
| Net-to-Gross Ratio | 34.8% | 33.3% | 43.6% | -0.18σ | P53 | P22 |
| Expense per Bed | $1.8M | $1.2M | $1.5M | +0.10σ | P71 | P61 |
| Revenue per Patient Day | 8,238 | 7,054 | 5,549 | -0.04σ | P57 | P76 |
| Payer Diversity Index | 0.483 | 0.473 | 0.530 | +0.32σ | P55 | P33 |
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% | $30.3M | $33.0M | -0.01σ |
| Operating Margin | 2.1% | -0.2612 | -0.0738 | -0.99σ |
| Occupancy Rate | 44.3% | 0.4796 | 0.3654 | +0.63σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.5M | -0.05σ |
| Net To Gross Ratio | 22.4% | 0.3477 | 0.5030 | -0.90σ |