Statistical Profile — LIVINGSTON HOSPITAL
CCN 181320 | LIVINGSTON, KY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$15.6M
Net Revenue
-12.0%
Op Margin
25.4%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KY (n=114) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 54 | -0.59σ | P16 | P4 ▼ |
| Net Patient Revenue | $15.6M | $59.7M | $43.0M | -0.44σ | P16 | P12 |
| Operating Expenses | $17.5M | $62.7M | $44.4M | -0.43σ | P16 | P12 |
| Net Income | $-1.9M | $-2.1M | -237,600 | +0.07σ | P51 | P41 |
| Gross Patient Revenue | $35.6M | $186.6M | $156.3M | -0.45σ | P17 | P6 ▼ |
| Total Patient Days | 2,321 | 12,073 | 7,571 | -0.57σ | P19 | P9 ▼ |
| Medicare Day % | 54.0% | 30.9% | 29.4% | +1.00σ | P84 | P96 ▲ |
| Operating Margin | -12.0% | -4.8% | -0.6% | -0.28σ | P33 | P22 |
| Revenue per Bed | 623,599 | $1.2M | $1.0M | -0.44σ | P29 | P27 |
| Occupancy Rate | 25.4% | 53.7% | 50.4% | -1.04σ | P19 | P16 |
| Commercial Payer % | 46.0% | 61.2% | 67.8% | -0.64σ | P25 | P8 ▼ |
| Net-to-Gross Ratio | 43.8% | 33.3% | 30.6% | +0.25σ | P67 | P81 |
| Expense per Bed | 698,722 | $1.2M | $1.1M | -0.36σ | P29 | P28 |
| Revenue per Patient Day | 6,717 | 7,054 | 6,717 | -0.05σ | P47 | P50 |
| Payer Diversity Index | 0.497 | 0.473 | 0.450 | +0.42σ | P62 | P73 |
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% | $15.6M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1205 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2544 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 623,599 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.4379 | nan | +nanσ |