Statistical Profile — IRA DAVENPORT MEMORIAL HOSPITAL INC
CCN 330144 | STEUBEN, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$19.0M
Net Revenue
-50.0%
Op Margin
9.2%
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 | $19.0M | $59.7M | $214.1M | -0.43σ | P21 | P5 ▼ |
| Operating Expenses | $30.2M | $62.7M | $199.0M | -0.40σ | P32 | P7 ▼ |
| Net Income | $-11.2M | $-2.1M | $-34.8M | +0.01σ | P26 | P75 |
| Gross Patient Revenue | $78.7M | $186.6M | $749.0M | -0.42σ | P34 | P10 |
| Total Patient Days | 503 | 12,073 | 40,924 | -0.60σ | P3 ▼ | P1 ▼ |
| Medicare Day % | 32.8% | 30.9% | 26.8% | -0.06σ | P54 | P65 |
| Medicaid Day % | 0.8% | 5.1% | 4.6% | -0.68σ | P12 | P5 ▼ |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.3M | $1.2M | $1.5M | -0.11σ | P53 | P36 |
| Occupancy Rate | 9.2% | 53.7% | 67.3% | -1.68σ | P4 ▼ | P1 ▼ |
| Commercial Payer % | 66.4% | 61.2% | 66.7% | +0.35σ | P62 | P48 |
| Net-to-Gross Ratio | 24.2% | 33.3% | 35.0% | -0.68σ | P27 | P17 |
| Expense per Bed | $2.0M | $1.2M | $1.7M | +0.18σ | P76 | P61 |
| Revenue per Patient Day | 37,811 | 7,054 | 6,862 | +0.07σ | P96 ▲ | P98 ▲ |
| Payer Diversity Index | 0.451 | 0.473 | 0.458 | +0.10σ | P41 | P45 |
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% | $19.0M | $-20.4M | +0.15σ |
| Operating Margin | 2.1% | -0.5000 | -0.0481 | -2.38σ |
| Occupancy Rate | 44.3% | 0.0919 | 0.4924 | -2.19σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.6M | -0.18σ |
| Net To Gross Ratio | 22.4% | 0.2418 | 0.3661 | -0.72σ |