Statistical Profile — VASSAR BROTHERS MEDICAL CENTER
CCN 330023 | DUTCHESS, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
340
Beds
$735.1M
Net Revenue
-2.6%
Op Margin
78.7%
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 | 340 | 63 | 167 | +1.13σ | P90 ▲ | P78 |
| Net Patient Revenue | $735.1M | $59.7M | $214.1M | +1.10σ | P93 ▲ | P82 |
| Operating Expenses | $754.0M | $62.7M | $199.0M | +1.08σ | P93 ▲ | P81 |
| Net Income | $-18.9M | $-2.1M | $-34.8M | -0.04σ | P20 | P63 |
| Gross Patient Revenue | $1.98B | $186.6M | $749.0M | +0.57σ | P87 | P79 |
| Total Patient Days | 97,838 | 12,073 | 40,924 | +1.29σ | P92 ▲ | P79 |
| Medicare Day % | 38.2% | 30.9% | 26.8% | +0.21σ | P65 | P78 |
| Medicaid Day % | 5.0% | 5.1% | 4.6% | -0.35σ | P50 | P56 |
| Operating Margin | -2.6% | -4.8% | -17.5% | +0.20σ | P56 | P88 |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.35σ | P81 | P73 |
| Occupancy Rate | 78.7% | 53.7% | 67.3% | +1.06σ | P84 | P66 |
| Commercial Payer % | 56.7% | 61.2% | 66.7% | -0.12σ | P42 | P23 |
| Net-to-Gross Ratio | 37.2% | 33.3% | 35.0% | -0.06σ | P58 | P59 |
| Expense per Bed | $2.2M | $1.2M | $1.7M | +0.27σ | P80 | P67 |
| Revenue per Patient Day | 7,514 | 7,054 | 6,862 | -0.05σ | P53 | P57 |
| Payer Diversity Index | 0.529 | 0.473 | 0.458 | +0.65σ | P78 | P86 |
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% | $735.1M | $820.9M | -0.33σ |
| Operating Margin | 2.1% | -0.0257 | -0.0155 | -0.05σ |
| Occupancy Rate | 44.3% | 0.7873 | 0.7577 | +0.16σ |
| Revenue Per Bed | 2.6% | $2.2M | $2.0M | +0.07σ |
| Net To Gross Ratio | 22.4% | 0.3719 | 0.2680 | +0.60σ |