Statistical Profile — CLIFTON-FINE HOSPITAL
CCN 331307 | ST. LAWRENCE, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$9.0M
Net Revenue
-24.9%
Op Margin
63.9%
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.
- Net-to-Gross Ratio: +2.6σ above 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 | 20 | 63 | 167 | -0.62σ | P10 | P5 ▼ |
| Net Patient Revenue | $9.0M | $59.7M | $214.1M | -0.45σ | P7 ▼ | P2 ▼ |
| Operating Expenses | $11.3M | $62.7M | $199.0M | -0.44σ | P7 ▼ | P1 ▼ |
| Net Income | $-2.3M | $-2.1M | $-34.8M | +0.07σ | P49 | P89 |
| Gross Patient Revenue | $9.7M | $186.6M | $749.0M | -0.46σ | P3 ▼ | P1 ▼ |
| Total Patient Days | 4,667 | 12,073 | 40,924 | -0.52σ | P32 | P10 |
| Medicare Day % | 17.4% | 30.9% | 26.8% | -0.83σ | P19 | P28 |
| Operating Margin | -24.9% | -4.8% | -17.5% | -0.92σ | P16 | P31 |
| Revenue per Bed | 452,232 | $1.2M | $1.5M | -0.53σ | P19 | P5 ▼ |
| Occupancy Rate | 63.9% | 53.7% | 67.3% | +0.48σ | P63 | P43 |
| Commercial Payer % | 82.6% | 61.2% | 66.7% | +1.14σ | P88 | P87 |
| Net-to-Gross Ratio | 93.5% | 33.3% | 35.0% | +2.63σ | P97 ▲ | P98 ▲ |
| Expense per Bed | 565,024 | $1.2M | $1.7M | -0.42σ | P24 | P15 |
| Revenue per Patient Day | 1,938 | 7,054 | 6,862 | -0.07σ | P17 | P4 ▼ |
| Payer Diversity Index | 0.287 | 0.473 | 0.458 | -1.05σ | P13 | P13 |
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% | $9.0M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2494 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.6393 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 452,232 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.9347 | nan | +nanσ |