Statistical Profile — OUR LADY OF THE LAKE RMC
CCN 190064 | nan, LA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
647
Beds
$1.31B
Net Revenue
-2.8%
Op Margin
67.7%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.8σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Operating Expenses: +2.3σ above national mean
- Total Patient Days: +2.5σ above 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 | 647 | 63 | 36 | +2.81σ | P98 ▲ | P99 ▲ |
| Net Patient Revenue | $1.31B | $59.7M | $18.5M | +2.33σ | P97 ▲ | P99 ▲ |
| Operating Expenses | $1.34B | $62.7M | $20.1M | +2.30σ | P97 ▲ | P99 ▲ |
| Net Income | $-37.0M | $-2.1M | -649,318 | -0.17σ | P13 | P8 ▼ |
| Gross Patient Revenue | $3.86B | $186.6M | $50.9M | +1.56σ | P95 ▲ | P99 ▲ |
| Total Patient Days | 159,801 | 12,073 | 6,146 | +2.49σ | P97 ▲ | P99 ▲ |
| Medicare Day % | 14.9% | 30.9% | 32.7% | -0.95σ | P16 | P21 |
| Medicaid Day % | 3.3% | 5.1% | 2.3% | -0.49σ | P38 | P60 |
| Operating Margin | -2.8% | -4.8% | -3.5% | +0.18σ | P55 | P52 |
| Revenue per Bed | $2.0M | $1.2M | 583,748 | +0.28σ | P78 | P91 ▲ |
| Occupancy Rate | 67.7% | 53.7% | 51.9% | +0.62σ | P69 | P71 |
| Commercial Payer % | 81.8% | 61.2% | 59.8% | +1.10σ | P88 | P78 |
| Net-to-Gross Ratio | 33.9% | 33.3% | 37.8% | -0.22σ | P51 | P42 |
| Expense per Bed | $2.1M | $1.2M | 602,097 | +0.21σ | P77 | P91 ▲ |
| Revenue per Patient Day | 8,181 | 7,054 | 5,062 | -0.04σ | P56 | P68 |
| Payer Diversity Index | 0.308 | 0.473 | 0.443 | -0.90σ | P15 | P25 |
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% | $1.31B | $1.17B | +0.54σ |
| Operating Margin | 2.1% | -0.0283 | -0.0662 | +0.20σ |
| Occupancy Rate | 44.3% | 0.6767 | 0.5805 | +0.53σ |
| Revenue Per Bed | 2.6% | $2.0M | $1.4M | +0.32σ |
| Net To Gross Ratio | 22.4% | 0.3387 | 0.2439 | +0.55σ |