Statistical Profile — CARTHAGE AREA HOSPITAL
CCN 331318 | JEFFERSON, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$59.4M
Net Revenue
-12.3%
Op Margin
70.3%
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 | 25 | 63 | 167 | -0.59σ | P16 | P7 ▼ |
| Net Patient Revenue | $59.4M | $59.7M | $214.1M | -0.34σ | P50 | P19 |
| Operating Expenses | $66.8M | $62.7M | $199.0M | -0.33σ | P52 | P21 |
| Net Income | $-7.3M | $-2.1M | $-34.8M | +0.04σ | P32 | P81 |
| Gross Patient Revenue | $145.0M | $186.6M | $749.0M | -0.39σ | P45 | P18 |
| Total Patient Days | 6,414 | 12,073 | 40,924 | -0.49σ | P39 | P18 |
| Medicare Day % | 39.7% | 30.9% | 26.8% | +0.29σ | P67 | P83 |
| Medicaid Day % | 1.7% | 5.1% | 4.6% | -0.61σ | P23 | P15 |
| Operating Margin | -12.3% | -4.8% | -17.5% | -0.29σ | P32 | P62 |
| Revenue per Bed | $2.4M | $1.2M | $1.5M | +0.46σ | P84 | P79 |
| Occupancy Rate | 70.3% | 53.7% | 67.3% | +0.73σ | P72 | P57 |
| Commercial Payer % | 58.6% | 61.2% | 66.7% | -0.03σ | P45 | P27 |
| Net-to-Gross Ratio | 41.0% | 33.3% | 35.0% | +0.12σ | P63 | P68 |
| Expense per Bed | $2.7M | $1.2M | $1.7M | +0.46σ | P87 | P79 |
| Revenue per Patient Day | 9,268 | 7,054 | 6,862 | -0.04σ | P62 | P73 |
| Payer Diversity Index | 0.499 | 0.473 | 0.458 | +0.43σ | P64 | 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% | $59.4M | $40.3M | +0.07σ |
| Operating Margin | 2.1% | -0.1234 | -0.0513 | -0.38σ |
| Occupancy Rate | 44.3% | 0.7029 | 0.4970 | +1.13σ |
| Revenue Per Bed | 2.6% | $2.4M | $1.7M | +0.37σ |
| Net To Gross Ratio | 22.4% | 0.4099 | 0.3983 | +0.07σ |