Statistical Profile — LALLIE KEMP REGIONAL MEDICAL CENTER
CCN 191321 | TANGIPAHOA PARISH, LA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
$28.7M
Net Revenue
-50.0%
Op Margin
11.1%
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 LA (n=212) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | LA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 24 | 63 | 36 | -0.60σ | P14 | P23 |
| Net Patient Revenue | $28.7M | $59.7M | $18.5M | -0.41σ | P32 | P63 |
| Operating Expenses | $50.4M | $62.7M | $20.1M | -0.36σ | P45 | P73 |
| Net Income | $-21.7M | $-2.1M | -649,318 | -0.06σ | P19 | P11 |
| Gross Patient Revenue | $59.3M | $186.6M | $50.9M | -0.43σ | P28 | P54 |
| Total Patient Days | 971 | 12,073 | 6,146 | -0.59σ | P7 ▼ | P6 ▼ |
| Medicare Day % | 13.7% | 30.9% | 32.7% | -1.02σ | P15 | P17 |
| Medicaid Day % | 0.5% | 5.1% | 2.3% | -0.71σ | P8 ▼ | P14 |
| Operating Margin | -50.0% | -4.8% | -3.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.2M | $1.2M | 583,748 | -0.15σ | P50 | P78 |
| Occupancy Rate | 11.1% | 53.7% | 51.9% | -1.60σ | P5 ▼ | P6 ▼ |
| Commercial Payer % | 85.8% | 61.2% | 59.8% | +1.30σ | P90 ▲ | P84 |
| Net-to-Gross Ratio | 48.5% | 33.3% | 37.8% | +0.48σ | P73 | P69 |
| Expense per Bed | $2.1M | $1.2M | 602,097 | +0.22σ | P78 | P91 ▲ |
| Revenue per Patient Day | 29,601 | 7,054 | 5,062 | +0.04σ | P94 ▲ | P93 ▲ |
| Payer Diversity Index | 0.245 | 0.473 | 0.443 | -1.34σ | P11 | 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% | $28.7M | $-32.0M | +0.24σ |
| Operating Margin | 2.1% | -0.5000 | -0.0340 | -2.45σ |
| Occupancy Rate | 44.3% | 0.1108 | 0.5693 | -2.51σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.6M | -0.23σ |
| Net To Gross Ratio | 22.4% | 0.4848 | 0.2796 | +1.18σ |