Statistical Profile — AUSTIN LAKES HOSPITAL
CCN 454069 | TRAVIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
58
Beds
—
Net Revenue
nan%
Op Margin
57.4%
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: -2.1σ 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 | 58 | 63 | 54 | -0.41σ | P47 | P52 |
| Operating Expenses | $10.4M | $62.7M | $37.1M | -0.44σ | P6 ▼ | P8 ▼ |
| Net Income | $-10.4M | $-2.1M | -315,113 | +0.01σ | P27 | P17 |
| Total Patient Days | 7,189 | 12,073 | 10,290 | -0.47σ | P41 | P42 |
| Medicare Day % | 7.4% | 30.9% | 28.1% | -1.33σ | P8 ▼ | P9 ▼ |
| Occupancy Rate | 57.4% | 53.7% | 52.9% | +0.22σ | P55 | P57 |
| Commercial Payer % | 92.6% | 61.2% | 69.3% | +1.63σ | P94 ▲ | P90 |
| Expense per Bed | 179,337 | $1.2M | 933,465 | -0.57σ | P3 ▼ | P4 ▼ |
| Payer Diversity Index | 0.138 | 0.473 | 0.412 | -2.09σ | P6 ▼ | P10 |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.5738 | nan | +nanσ |