Statistical Profile — AURELIA OSBORN FOX MEMORIAL HOSPITAL
CCN 330085 | OTSEGO, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
53
Beds
$78.8M
Net Revenue
-9.8%
Op Margin
26.1%
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 | 53 | 63 | 167 | -0.44σ | P46 | P17 |
| Net Patient Revenue | $78.8M | $59.7M | $214.1M | -0.30σ | P55 | P24 |
| Operating Expenses | $86.5M | $62.7M | $199.0M | -0.29σ | P57 | P28 |
| Net Income | $-7.7M | $-2.1M | $-34.8M | +0.03σ | P31 | P80 |
| Gross Patient Revenue | $225.3M | $186.6M | $749.0M | -0.35σ | P53 | P24 |
| Total Patient Days | 5,044 | 12,073 | 40,924 | -0.51σ | P34 | P13 |
| Medicare Day % | 52.4% | 30.9% | 26.8% | +0.92σ | P82 | P94 ▲ |
| Medicaid Day % | 1.5% | 5.1% | 4.6% | -0.63σ | P20 | P13 |
| Operating Margin | -9.8% | -4.8% | -17.5% | -0.17σ | P37 | P69 |
| Revenue per Bed | $1.5M | $1.2M | $1.5M | +0.00σ | P62 | P50 |
| Occupancy Rate | 26.1% | 53.7% | 67.3% | -1.01σ | P20 | P5 ▼ |
| Commercial Payer % | 46.1% | 61.2% | 66.7% | -0.64σ | P26 | P9 ▼ |
| Net-to-Gross Ratio | 35.0% | 33.3% | 35.0% | -0.17σ | P53 | P49 |
| Expense per Bed | $1.6M | $1.2M | $1.7M | +0.03σ | P65 | P49 |
| Revenue per Patient Day | 15,622 | 7,054 | 6,862 | -0.02σ | P82 | P95 ▲ |
| Payer Diversity Index | 0.513 | 0.473 | 0.458 | +0.53σ | P72 | P77 |
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% | $78.8M | $23.7M | +0.22σ |
| Operating Margin | 2.1% | -0.0982 | -0.0635 | -0.18σ |
| Occupancy Rate | 44.3% | 0.2607 | 0.3700 | -0.60σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.4M | +0.03σ |
| Net To Gross Ratio | 22.4% | 0.3498 | 0.4210 | -0.41σ |