Statistical Profile — N. OAKS REHABILITATION HOSPITAL
CCN 193044 | TANGIPAHOA PARISH, LA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
27
Beds
$9.8M
Net Revenue
58.5%
Op Margin
55.8%
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: +3.2σ 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 | 27 | 63 | 36 | -0.58σ | P30 | P37 |
| Net Patient Revenue | $9.8M | $59.7M | $18.5M | -0.45σ | P8 ▼ | P25 |
| Operating Expenses | $4.1M | $62.7M | $20.1M | -0.46σ | P1 ▼ | P3 ▼ |
| Net Income | $5.7M | $-2.1M | -649,318 | +0.13σ | P81 | P94 ▲ |
| Gross Patient Revenue | $37.3M | $186.6M | $50.9M | -0.45σ | P18 | P43 |
| Total Patient Days | 5,504 | 12,073 | 6,146 | -0.51σ | P35 | P44 |
| Medicare Day % | 54.7% | 30.9% | 32.7% | +1.04σ | P84 | P79 |
| Operating Margin | 58.5% | -4.8% | -3.5% | +3.24σ | P100 ▲ | P99 ▲ |
| Revenue per Bed | 364,209 | $1.2M | 583,748 | -0.58σ | P14 | P33 |
| Occupancy Rate | 55.8% | 53.7% | 51.9% | +0.16σ | P53 | P56 |
| Commercial Payer % | 45.3% | 61.2% | 59.8% | -0.67σ | P25 | P32 |
| Net-to-Gross Ratio | 26.3% | 33.3% | 37.8% | -0.58σ | P32 | P25 |
| Expense per Bed | 151,292 | $1.2M | 602,097 | -0.59σ | P1 ▼ | P4 ▼ |
| Revenue per Patient Day | 1,787 | 7,054 | 5,062 | -0.07σ | P15 | P39 |
| Payer Diversity Index | 0.496 | 0.473 | 0.443 | +0.41σ | P62 | P72 |
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% | $9.8M | nan | +nanσ |
| Operating Margin | 2.1% | 0.5846 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5585 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 364,209 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.2633 | nan | +nanσ |