Statistical Profile — COMMUNITY MEMORIAL HOSPITAL
CCN 331316 | MADISON, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$53.2M
Net Revenue
-6.7%
Op Margin
67.1%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NY (n=196) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 167 | -0.59σ | P16 | P7 ▼ |
| Net Patient Revenue | $53.2M | $59.7M | $214.1M | -0.36σ | P47 | P17 |
| Operating Expenses | $56.7M | $62.7M | $199.0M | -0.35σ | P47 | P16 |
| Net Income | $-3.5M | $-2.1M | $-34.8M | +0.06σ | P43 | P86 |
| Gross Patient Revenue | $101.0M | $186.6M | $749.0M | -0.41σ | P39 | P14 |
| Total Patient Days | 6,121 | 12,073 | 40,924 | -0.49σ | P38 | P16 |
| Medicare Day % | 35.1% | 30.9% | 26.8% | +0.06σ | P59 | P70 |
| Medicaid Day % | 0.4% | 5.1% | 4.6% | -0.72σ | P6 ▼ | P2 ▼ |
| Operating Margin | -6.7% | -4.8% | -17.5% | -0.01σ | P45 | P80 |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.33σ | P80 | P71 |
| Occupancy Rate | 67.1% | 53.7% | 67.3% | +0.60σ | P68 | P49 |
| Commercial Payer % | 64.5% | 61.2% | 66.7% | +0.26σ | P57 | P41 |
| Net-to-Gross Ratio | 52.7% | 33.3% | 35.0% | +0.68σ | P77 | P91 ▲ |
| Expense per Bed | $2.3M | $1.2M | $1.7M | +0.29σ | P81 | P68 |
| Revenue per Patient Day | 8,690 | 7,054 | 6,862 | -0.04σ | P59 | P67 |
| Payer Diversity Index | 0.460 | 0.473 | 0.458 | +0.17σ | P45 | P51 |
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% | $53.2M | $32.9M | +0.08σ |
| Operating Margin | 2.1% | -0.0665 | -0.0461 | -0.11σ |
| Occupancy Rate | 44.3% | 0.6708 | 0.5148 | +0.85σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.7M | +0.23σ |
| Net To Gross Ratio | 22.4% | 0.5266 | 0.3747 | +0.88σ |