Statistical Profile — NORTHERN DUTCHESS HOSPITAL
CCN 330049 | DUTCHESS, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
79
Beds
$176.1M
Net Revenue
4.9%
Op Margin
64.6%
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 | 79 | 63 | 167 | -0.30σ | P55 | P24 |
| Net Patient Revenue | $176.1M | $59.7M | $214.1M | -0.09σ | P71 | P46 |
| Operating Expenses | $167.4M | $62.7M | $199.0M | -0.12σ | P70 | P47 |
| Net Income | $8.7M | $-2.1M | $-34.8M | +0.15σ | P84 | P96 ▲ |
| Gross Patient Revenue | $447.2M | $186.6M | $749.0M | -0.23σ | P64 | P41 |
| Total Patient Days | 18,617 | 12,073 | 40,924 | -0.25σ | P59 | P30 |
| Medicare Day % | 40.3% | 30.9% | 26.8% | +0.32σ | P68 | P83 |
| Medicaid Day % | 3.6% | 5.1% | 4.6% | -0.46σ | P40 | P42 |
| Operating Margin | 4.9% | -4.8% | -17.5% | +0.57σ | P73 | P94 ▲ |
| Revenue per Bed | $2.2M | $1.2M | $1.5M | +0.39σ | P82 | P75 |
| Occupancy Rate | 64.6% | 53.7% | 67.3% | +0.50σ | P64 | P45 |
| Commercial Payer % | 56.0% | 61.2% | 66.7% | -0.15σ | P41 | P21 |
| Net-to-Gross Ratio | 39.4% | 33.3% | 35.0% | +0.04σ | P61 | P64 |
| Expense per Bed | $2.1M | $1.2M | $1.7M | +0.23σ | P78 | P63 |
| Revenue per Patient Day | 9,459 | 7,054 | 6,862 | -0.04σ | P63 | P75 |
| Payer Diversity Index | 0.522 | 0.473 | 0.458 | +0.60σ | P76 | P81 |
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% | $176.1M | $141.9M | +0.13σ |
| Operating Margin | 2.1% | 0.0492 | -0.0508 | +0.53σ |
| Occupancy Rate | 44.3% | 0.6456 | 0.5049 | +0.77σ |
| Revenue Per Bed | 2.6% | $2.2M | $1.6M | +0.31σ |
| Net To Gross Ratio | 22.4% | 0.3937 | 0.3793 | +0.08σ |