Statistical Profile — LOGAN MEMORIAL HOSPITAL
CCN 180066 | LOGAN, KY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
37
Beds
$22.1M
Net Revenue
0.2%
Op Margin
12.9%
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 | 37 | 63 | 54 | -0.53σ | P35 | P35 |
| Net Patient Revenue | $22.1M | $59.7M | $43.0M | -0.42σ | P25 | P24 |
| Operating Expenses | $22.1M | $62.7M | $44.4M | -0.42σ | P23 | P25 |
| Net Income | 35,626 | $-2.1M | -237,600 | +0.09σ | P64 | P52 |
| Gross Patient Revenue | $141.2M | $186.6M | $156.3M | -0.39σ | P45 | P49 |
| Total Patient Days | 1,736 | 12,073 | 7,571 | -0.58σ | P14 | P6 ▼ |
| Medicare Day % | 45.2% | 30.9% | 29.4% | +0.56σ | P74 | P84 |
| Medicaid Day % | 1.4% | 5.1% | 1.7% | -0.63σ | P20 | P43 |
| Operating Margin | 0.2% | -4.8% | -0.6% | +0.33σ | P63 | P53 |
| Revenue per Bed | 596,993 | $1.2M | $1.0M | -0.46σ | P27 | P26 |
| Occupancy Rate | 12.9% | 53.7% | 50.4% | -1.53σ | P7 ▼ | P3 ▼ |
| Commercial Payer % | 53.4% | 61.2% | 67.8% | -0.28σ | P36 | P20 |
| Net-to-Gross Ratio | 15.6% | 33.3% | 30.6% | -1.09σ | P9 ▼ | P11 |
| Expense per Bed | 596,030 | $1.2M | $1.1M | -0.40σ | P26 | P24 |
| Revenue per Patient Day | 12,724 | 7,054 | 6,717 | -0.03σ | P76 | P88 |
| Payer Diversity Index | 0.511 | 0.473 | 0.450 | +0.52σ | P71 | P82 |
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% | $22.1M | $-9.3M | +0.12σ |
| Operating Margin | 2.1% | 0.0016 | -0.0601 | +0.32σ |
| Occupancy Rate | 44.3% | 0.1285 | 0.4009 | -1.49σ |
| Revenue Per Bed | 2.6% | 596,993 | $1.5M | -0.45σ |
| Net To Gross Ratio | 22.4% | 0.1565 | 0.4030 | -1.42σ |