Statistical Profile — OCHSNER CLINIC FOUNDATION
CCN 190036 | nan, LA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,024
Beds
$2.02B
Net Revenue
-13.8%
Op Margin
64.7%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.9σ above national mean
- Net Patient Revenue: +3.9σ above national mean
- Operating Expenses: +4.3σ above national mean
- Gross Patient Revenue: +3.1σ above national mean
- Total Patient Days: +4.1σ 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 | 1,024 | 63 | 36 | +4.88σ | P99 ▲ | P100 ▲ |
| Net Patient Revenue | $2.02B | $59.7M | $18.5M | +3.85σ | P99 ▲ | P100 ▲ |
| Operating Expenses | $2.30B | $62.7M | $20.1M | +4.26σ | P99 ▲ | P100 ▲ |
| Net Income | $-278.1M | $-2.1M | -649,318 | -1.85σ | P2 ▼ | P0 ▼ |
| Gross Patient Revenue | $6.77B | $186.6M | $50.9M | +3.09σ | P98 ▲ | P100 ▲ |
| Total Patient Days | 241,989 | 12,073 | 6,146 | +4.09σ | P99 ▲ | P100 ▲ |
| Medicare Day % | 14.6% | 30.9% | 32.7% | -0.97σ | P16 | P20 |
| Medicaid Day % | 0.9% | 5.1% | 2.3% | -0.67σ | P14 | P22 |
| Operating Margin | -13.8% | -4.8% | -3.5% | -0.36σ | P30 | P28 |
| Revenue per Bed | $2.0M | $1.2M | 583,748 | +0.25σ | P77 | P90 ▲ |
| Occupancy Rate | 64.7% | 53.7% | 51.9% | +0.51σ | P65 | P68 |
| Commercial Payer % | 84.4% | 61.2% | 59.8% | +1.23σ | P89 | P82 |
| Net-to-Gross Ratio | 29.8% | 33.3% | 37.8% | -0.41σ | P42 | P34 |
| Expense per Bed | $2.2M | $1.2M | 602,097 | +0.28σ | P80 | P93 ▲ |
| Revenue per Patient Day | 8,347 | 7,054 | 5,062 | -0.04σ | P57 | P70 |
| Payer Diversity Index | 0.266 | 0.473 | 0.443 | -1.20σ | P12 | P20 |
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% | $2.02B | $1.78B | +0.95σ |
| Operating Margin | 2.1% | -0.1377 | -0.0875 | -0.26σ |
| Occupancy Rate | 44.3% | 0.6474 | 0.4710 | +0.97σ |
| Revenue Per Bed | 2.6% | $2.0M | 977,220 | +0.52σ |
| Net To Gross Ratio | 22.4% | 0.2982 | 0.1762 | +0.70σ |