Statistical Profile — BAPTIST HEALTH LAGRANGE
CCN 180138 | OLDHAM, KY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$236.9M
Net Revenue
2.7%
Op Margin
30.2%
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.
- Revenue per Bed: +2.1σ above national mean
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 | 42 | 63 | 54 | -0.50σ | P39 | P39 |
| Net Patient Revenue | $236.9M | $59.7M | $43.0M | +0.04σ | P76 | P84 |
| Operating Expenses | $230.5M | $62.7M | $44.4M | +0.01σ | P75 | P81 |
| Net Income | $6.4M | $-2.1M | -237,600 | +0.13σ | P82 | P79 |
| Gross Patient Revenue | $1.93B | $186.6M | $156.3M | +0.55σ | P87 | P88 |
| Total Patient Days | 4,632 | 12,073 | 7,571 | -0.52σ | P32 | P31 |
| Medicare Day % | 21.7% | 30.9% | 29.4% | -0.61σ | P27 | P21 |
| Medicaid Day % | 0.8% | 5.1% | 1.7% | -0.68σ | P12 | P22 |
| Operating Margin | 2.7% | -4.8% | -0.6% | +0.46σ | P69 | P60 |
| Revenue per Bed | $5.6M | $1.2M | $1.0M | +2.15σ | P99 ▲ | P99 ▲ |
| Occupancy Rate | 30.2% | 53.7% | 50.4% | -0.85σ | P24 | P23 |
| Commercial Payer % | 77.5% | 61.2% | 67.8% | +0.90σ | P84 | P80 |
| Net-to-Gross Ratio | 12.3% | 33.3% | 30.6% | -1.25σ | P5 ▼ | P2 ▼ |
| Expense per Bed | $5.5M | $1.2M | $1.1M | +1.62σ | P98 ▲ | P99 ▲ |
| Revenue per Patient Day | 51,149 | 7,054 | 6,717 | +0.12σ | P98 ▲ | P98 ▲ |
| Payer Diversity Index | 0.352 | 0.473 | 0.450 | -0.59σ | P19 | P18 |
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% | $236.9M | 357,834 | +0.92σ |
| Operating Margin | 2.1% | 0.0270 | -0.0411 | +0.36σ |
| Occupancy Rate | 44.3% | 0.3022 | 0.5259 | -1.23σ |
| Revenue Per Bed | 2.6% | $5.6M | $1.6M | +2.11σ |
| Net To Gross Ratio | 22.4% | 0.1225 | 0.3081 | -1.07σ |