Statistical Profile — ADIRONDACK MEDICAL CENTER
CCN 330079 | FRANKLIN, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
83
Beds
$119.6M
Net Revenue
-14.1%
Op Margin
25.7%
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 | 83 | 63 | 167 | -0.28σ | P56 | P26 |
| Net Patient Revenue | $119.6M | $59.7M | $214.1M | -0.22σ | P64 | P35 |
| Operating Expenses | $136.4M | $62.7M | $199.0M | -0.19σ | P66 | P39 |
| Net Income | $-16.9M | $-2.1M | $-34.8M | -0.03σ | P21 | P66 |
| Gross Patient Revenue | $336.3M | $186.6M | $749.0M | -0.29σ | P60 | P31 |
| Total Patient Days | 7,784 | 12,073 | 40,924 | -0.46σ | P42 | P19 |
| Medicare Day % | 38.8% | 30.9% | 26.8% | +0.24σ | P66 | P80 |
| Medicaid Day % | 2.1% | 5.1% | 4.6% | -0.58σ | P26 | P22 |
| Operating Margin | -14.1% | -4.8% | -17.5% | -0.38σ | P29 | P59 |
| Revenue per Bed | $1.4M | $1.2M | $1.5M | -0.02σ | P60 | P46 |
| Occupancy Rate | 25.7% | 53.7% | 67.3% | -1.03σ | P20 | P4 ▼ |
| Commercial Payer % | 59.1% | 61.2% | 66.7% | +0.00σ | P46 | P28 |
| Net-to-Gross Ratio | 35.6% | 33.3% | 35.0% | -0.14σ | P54 | P52 |
| Expense per Bed | $1.6M | $1.2M | $1.7M | +0.03σ | P65 | P49 |
| Revenue per Patient Day | 15,359 | 7,054 | 6,862 | -0.02σ | P82 | P94 ▲ |
| Payer Diversity Index | 0.500 | 0.473 | 0.458 | +0.44σ | P65 | P68 |
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% | $119.6M | $27.9M | +0.36σ |
| Operating Margin | 2.1% | -0.1410 | -0.0569 | -0.44σ |
| Occupancy Rate | 44.3% | 0.2569 | 0.3964 | -0.76σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.4M | +0.04σ |
| Net To Gross Ratio | 22.4% | 0.3555 | 0.3500 | +0.03σ |