Statistical Profile — OUR LADY OF THE LAKE ASSUMPTION COM
CCN 191303 | nan, LA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$11.7M
Net Revenue
24.2%
Op Margin
0.1%
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.
- Occupancy Rate: -2.0σ below national mean
- Net-to-Gross Ratio: +2.0σ above national mean
- Revenue per Patient Day: +11.0σ above national mean
- Payer Diversity Index: -3.1σ 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 | 15 | 63 | 36 | -0.65σ | P5 ▼ | P6 ▼ |
| Net Patient Revenue | $11.7M | $59.7M | $18.5M | -0.45σ | P10 | P28 |
| Operating Expenses | $8.9M | $62.7M | $20.1M | -0.45σ | P5 ▼ | P23 |
| Net Income | $2.8M | $-2.1M | -649,318 | +0.11σ | P75 | P88 |
| Gross Patient Revenue | $14.5M | $186.6M | $50.9M | -0.46σ | P6 ▼ | P20 |
| Total Patient Days | 4 | 12,073 | 6,146 | -0.61σ | P0 ▼ | P0 ▼ |
| Operating Margin | 24.2% | -4.8% | -3.5% | +1.53σ | P95 ▲ | P95 ▲ |
| Revenue per Bed | 780,686 | $1.2M | 583,748 | -0.36σ | P35 | P63 |
| Occupancy Rate | 0.1% | 53.7% | 51.9% | -2.04σ | P0 ▼ | P0 ▼ |
| Commercial Payer % | 100.0% | 61.2% | 59.8% | +1.99σ | P98 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 80.7% | 33.3% | 37.8% | +2.02σ | P95 ▲ | P95 ▲ |
| Expense per Bed | 592,110 | $1.2M | 602,097 | -0.40σ | P26 | P49 |
| Revenue per Patient Day | $2.9M | 7,054 | 5,062 | +10.96σ | P100 ▲ | P100 ▲ |
| Payer Diversity Index | 0.000 | 0.473 | 0.443 | -3.05σ | P0 ▼ | P0 ▼ |
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% | $11.7M | nan | +nanσ |
| Operating Margin | 2.1% | 0.2416 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0007 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 780,686 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8066 | nan | +nanσ |