Statistical Profile — SCOTT AND WHITE MEMORIAL HOSPITAL
CCN 450054 | BELL, TX | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
616
Beds
$1.85B
Net Revenue
-10.5%
Op Margin
83.3%
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: +2.6σ above national mean
- Net Patient Revenue: +3.5σ above national mean
- Operating Expenses: +3.7σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +3.0σ 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 | 616 | 63 | 54 | +2.64σ | P97 ▲ | P97 ▲ |
| Net Patient Revenue | $1.85B | $59.7M | $36.3M | +3.50σ | P98 ▲ | P99 ▲ |
| Operating Expenses | $2.05B | $62.7M | $37.1M | +3.74σ | P99 ▲ | P99 ▲ |
| Net Income | $-194.1M | $-2.1M | -315,113 | -1.26σ | P2 ▼ | P2 ▼ |
| Gross Patient Revenue | $7.57B | $186.6M | $134.7M | +3.51σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 187,357 | 12,073 | 10,290 | +3.03σ | P98 ▲ | P97 ▲ |
| Medicare Day % | 18.0% | 30.9% | 28.1% | -0.80σ | P20 | P25 |
| Medicaid Day % | 1.8% | 5.1% | 1.9% | -0.60σ | P24 | P49 |
| Operating Margin | -10.5% | -4.8% | -0.7% | -0.20σ | P36 | P35 |
| Revenue per Bed | $3.0M | $1.2M | 843,354 | +0.79σ | P91 ▲ | P92 ▲ |
| Occupancy Rate | 83.3% | 53.7% | 52.9% | +1.24σ | P89 | P89 |
| Commercial Payer % | 80.2% | 61.2% | 69.3% | +1.03σ | P87 | P77 |
| Net-to-Gross Ratio | 24.5% | 33.3% | 28.5% | -0.67σ | P28 | P40 |
| Expense per Bed | $3.3M | $1.2M | 933,465 | +0.73σ | P93 ▲ | P95 ▲ |
| Revenue per Patient Day | 9,893 | 7,054 | 5,735 | -0.04σ | P65 | P69 |
| Payer Diversity Index | 0.324 | 0.473 | 0.412 | -0.78σ | P16 | P24 |
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% | $1.85B | $1.47B | +1.51σ |
| Operating Margin | 2.1% | -0.1047 | -0.0433 | -0.32σ |
| Occupancy Rate | 44.3% | 0.8334 | 0.8925 | -0.32σ |
| Revenue Per Bed | 2.6% | $3.0M | $2.2M | +0.40σ |
| Net To Gross Ratio | 22.4% | 0.2448 | 0.3249 | -0.46σ |