Statistical Profile — AUSTIN OAKS HOSPITAL
CCN 454121 | TRAVIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
80
Beds
$19.0M
Net Revenue
7.3%
Op Margin
67.0%
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.
- Payer Diversity Index: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TX Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 80 | 63 | 54 | -0.29σ | P55 | P61 |
| Net Patient Revenue | $19.0M | $59.7M | $36.3M | -0.43σ | P21 | P29 |
| Operating Expenses | $17.6M | $62.7M | $37.1M | -0.43σ | P16 | P24 |
| Net Income | $1.4M | $-2.1M | -315,113 | +0.10σ | P71 | P60 |
| Gross Patient Revenue | $38.9M | $186.6M | $134.7M | -0.44σ | P19 | P24 |
| Total Patient Days | 19,557 | 12,073 | 10,290 | -0.23σ | P61 | P65 |
| Medicare Day % | 4.5% | 30.9% | 28.1% | -1.48σ | P5 ▼ | P6 ▼ |
| Medicaid Day % | 0.2% | 5.1% | 1.9% | -0.73σ | P2 ▼ | P9 ▼ |
| Operating Margin | 7.3% | -4.8% | -0.7% | +0.69σ | P78 | P66 |
| Revenue per Bed | 237,509 | $1.2M | 843,354 | -0.64σ | P7 ▼ | P11 |
| Occupancy Rate | 67.0% | 53.7% | 52.9% | +0.60σ | P68 | P68 |
| Commercial Payer % | 95.4% | 61.2% | 69.3% | +1.77σ | P96 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 48.8% | 33.3% | 28.5% | +0.49σ | P73 | P78 |
| Expense per Bed | 220,202 | $1.2M | 933,465 | -0.56σ | P5 ▼ | P7 ▼ |
| Revenue per Patient Day | 971.5573 | 7,054 | 5,735 | -0.07σ | P5 ▼ | P8 ▼ |
| Payer Diversity Index | 0.088 | 0.473 | 0.412 | -2.44σ | P4 ▼ | P7 ▼ |
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% | $19.0M | $104.3M | -0.33σ |
| Operating Margin | 2.1% | 0.0729 | -0.0326 | +0.56σ |
| Occupancy Rate | 44.3% | 0.6698 | 0.6351 | +0.19σ |
| Revenue Per Bed | 2.6% | 237,509 | $1.7M | -0.78σ |
| Net To Gross Ratio | 22.4% | 0.4881 | 0.2622 | +1.30σ |