Statistical Profile — COLUMBIA MEMORIAL HOSPITAL
CCN 330094 | COLUMBIA, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
192
Beds
$143.5M
Net Revenue
-18.8%
Op Margin
36.0%
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 | 192 | 63 | 167 | +0.32σ | P78 | P54 |
| Net Patient Revenue | $143.5M | $59.7M | $214.1M | -0.16σ | P67 | P41 |
| Operating Expenses | $170.5M | $62.7M | $199.0M | -0.12σ | P70 | P47 |
| Net Income | $-26.9M | $-2.1M | $-34.8M | -0.10σ | P16 | P56 |
| Gross Patient Revenue | $527.3M | $186.6M | $749.0M | -0.19σ | P66 | P45 |
| Total Patient Days | 25,211 | 12,073 | 40,924 | -0.12σ | P67 | P35 |
| Medicare Day % | 35.9% | 30.9% | 26.8% | +0.10σ | P61 | P72 |
| Medicaid Day % | 1.4% | 5.1% | 4.6% | -0.64σ | P19 | P11 |
| Operating Margin | -18.8% | -4.8% | -17.5% | -0.61σ | P22 | P46 |
| Revenue per Bed | 747,579 | $1.2M | $1.5M | -0.38σ | P34 | P12 |
| Occupancy Rate | 36.0% | 53.7% | 67.3% | -0.62σ | P30 | P11 |
| Commercial Payer % | 62.7% | 61.2% | 66.7% | +0.17σ | P53 | P37 |
| Net-to-Gross Ratio | 27.2% | 33.3% | 35.0% | -0.54σ | P35 | P28 |
| Expense per Bed | 887,914 | $1.2M | $1.7M | -0.28σ | P36 | P20 |
| Revenue per Patient Day | 5,693 | 7,054 | 6,862 | -0.05σ | P38 | P31 |
| Payer Diversity Index | 0.478 | 0.473 | 0.458 | +0.29σ | P52 | P56 |
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% | $143.5M | $152.5M | -0.03σ |
| Operating Margin | 2.1% | -0.1877 | -0.0530 | -0.71σ |
| Occupancy Rate | 44.3% | 0.3597 | 0.3547 | +0.03σ |
| Revenue Per Bed | 2.6% | 747,579 | $1.2M | -0.22σ |
| Net To Gross Ratio | 22.4% | 0.2722 | 0.2730 | -0.00σ |