Statistical Profile — MARGARETVILLE HOSPITAL
CCN 331304 | DELAWARE, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$15.2M
Net Revenue
-50.0%
Op Margin
27.9%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
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 | 15 | 63 | 167 | -0.65σ | P5 ▼ | P1 ▼ |
| Net Patient Revenue | $15.2M | $59.7M | $214.1M | -0.44σ | P15 | P3 ▼ |
| Operating Expenses | $27.4M | $62.7M | $199.0M | -0.41σ | P29 | P5 ▼ |
| Net Income | $-12.3M | $-2.1M | $-34.8M | +0.00σ | P25 | P73 |
| Gross Patient Revenue | $37.0M | $186.6M | $749.0M | -0.45σ | P18 | P3 ▼ |
| Total Patient Days | 1,527 | 12,073 | 40,924 | -0.58σ | P12 | P3 ▼ |
| Medicare Day % | 45.6% | 30.9% | 26.8% | +0.58σ | P75 | P87 |
| Medicaid Day % | 1.4% | 5.1% | 4.6% | -0.64σ | P19 | P10 |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.0M | $1.2M | $1.5M | -0.24σ | P43 | P24 |
| Occupancy Rate | 27.9% | 53.7% | 67.3% | -0.94σ | P22 | P6 ▼ |
| Commercial Payer % | 53.0% | 61.2% | 66.7% | -0.30σ | P35 | P16 |
| Net-to-Gross Ratio | 40.9% | 33.3% | 35.0% | +0.12σ | P63 | P67 |
| Expense per Bed | $1.8M | $1.2M | $1.7M | +0.11σ | P71 | P56 |
| Revenue per Patient Day | 9,924 | 7,054 | 6,862 | -0.04σ | P66 | P79 |
| Payer Diversity Index | 0.511 | 0.473 | 0.458 | +0.52σ | P71 | P74 |
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% | $15.2M | $-1.5M | +0.07σ |
| Operating Margin | 2.1% | -0.5000 | -0.0580 | -2.33σ |
| Occupancy Rate | 44.3% | 0.2789 | 0.4412 | -0.89σ |
| Revenue Per Bed | 2.6% | $1.0M | $1.6M | -0.30σ |
| Net To Gross Ratio | 22.4% | 0.4095 | 0.4228 | -0.08σ |