Statistical Profile — LAWRENCE MEMORIAL HOSPITAL
CCN 041309 | LAWRENCE, AR | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$10.6M
Net Revenue
-50.0%
Op Margin
20.5%
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.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AR (n=108) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AR Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 47 | -0.59σ | P16 | P15 |
| Net Patient Revenue | $10.6M | $59.7M | $24.9M | -0.45σ | P9 ▼ | P14 |
| Operating Expenses | $19.1M | $62.7M | $24.3M | -0.43σ | P18 | P38 |
| Net Income | $-8.5M | $-2.1M | $-1.4M | +0.03σ | P30 | P14 |
| Gross Patient Revenue | $20.1M | $186.6M | $69.6M | -0.45σ | P9 ▼ | P11 |
| Total Patient Days | 1,867 | 12,073 | 5,948 | -0.58σ | P15 | P21 |
| Medicare Day % | 56.2% | 30.9% | 38.2% | +1.12σ | P85 | P81 |
| Medicaid Day % | 7.6% | 5.1% | 8.8% | -0.15σ | P64 | P41 |
| Operating Margin | -50.0% | -4.8% | -7.6% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 424,922 | $1.2M | 688,471 | -0.55σ | P18 | P34 |
| Occupancy Rate | 20.5% | 53.7% | 46.1% | -1.24σ | P14 | P18 |
| Commercial Payer % | 36.2% | 61.2% | 53.3% | -1.12σ | P14 | P16 |
| Net-to-Gross Ratio | 52.9% | 33.3% | 33.3% | +0.69σ | P78 | P88 |
| Expense per Bed | 763,400 | $1.2M | 760,314 | -0.33σ | P32 | P50 |
| Revenue per Patient Day | 5,690 | 7,054 | 5,419 | -0.05σ | P38 | P52 |
| Payer Diversity Index | 0.547 | 0.473 | 0.519 | +0.77σ | P83 | P64 |
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% | $10.6M | $8.2M | +0.01σ |
| Operating Margin | 2.1% | -0.5000 | -0.0788 | -2.22σ |
| Occupancy Rate | 44.3% | 0.2046 | 0.3712 | -0.91σ |
| Revenue Per Bed | 2.6% | 424,922 | $1.5M | -0.54σ |
| Net To Gross Ratio | 22.4% | 0.5285 | 0.4859 | +0.25σ |