Statistical Profile — SCOTT AND WHITE HOSPITAL TAYLOR
CCN 451374 | WILLIAMSON, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$139.7M
Net Revenue
-47.5%
Op Margin
22.0%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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: -2.0σ below national mean
- Revenue per Bed: +2.1σ above national mean
- Expense per Bed: +2.8σ above 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 | 25 | 63 | 54 | -0.59σ | P16 | P20 |
| Net Patient Revenue | $139.7M | $59.7M | $36.3M | -0.17σ | P67 | P74 |
| Operating Expenses | $206.1M | $62.7M | $37.1M | -0.04σ | P73 | P80 |
| Net Income | $-66.4M | $-2.1M | -315,113 | -0.37σ | P7 ▼ | P3 ▼ |
| Gross Patient Revenue | $540.5M | $186.6M | $134.7M | -0.18σ | P67 | P70 |
| Total Patient Days | 2,008 | 12,073 | 10,290 | -0.57σ | P16 | P23 |
| Medicare Day % | 25.1% | 30.9% | 28.1% | -0.44σ | P36 | P42 |
| Medicaid Day % | 0.4% | 5.1% | 1.9% | -0.72σ | P6 ▼ | P20 |
| Operating Margin | -47.5% | -4.8% | -0.7% | -2.04σ | P7 ▼ | P13 |
| Revenue per Bed | $5.6M | $1.2M | 843,354 | +2.12σ | P99 ▲ | P98 ▲ |
| Occupancy Rate | 22.0% | 53.7% | 52.9% | -1.17σ | P16 | P23 |
| Commercial Payer % | 74.5% | 61.2% | 69.3% | +0.75σ | P79 | P63 |
| Net-to-Gross Ratio | 25.8% | 33.3% | 28.5% | -0.60σ | P31 | P45 |
| Expense per Bed | $8.2M | $1.2M | 933,465 | +2.76σ | P99 ▲ | P99 ▲ |
| Revenue per Patient Day | 69,582 | 7,054 | 5,735 | +0.19σ | P98 ▲ | P97 ▲ |
| Payer Diversity Index | 0.382 | 0.473 | 0.412 | -0.38σ | P24 | P38 |
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% | $139.7M | $-15.2M | +0.61σ |
| Operating Margin | 2.1% | -0.4749 | -0.0419 | -2.28σ |
| Occupancy Rate | 44.3% | 0.2201 | 0.5224 | -1.66σ |
| Revenue Per Bed | 2.6% | $5.6M | $1.6M | +2.07σ |
| Net To Gross Ratio | 22.4% | 0.2585 | 0.3275 | -0.40σ |