Statistical Profile — UT SOUTHWESTERN UNIVERSITY HOSP
CCN 450044 | DALLAS, TX | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
737
Beds
$2.28B
Net Revenue
-4.6%
Op Margin
78.0%
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: +3.3σ above national mean
- Net Patient Revenue: +4.4σ above national mean
- Operating Expenses: +4.4σ above national mean
- Gross Patient Revenue: +3.0σ above national mean
- Total Patient Days: +3.5σ 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 | 737 | 63 | 54 | +3.31σ | P98 ▲ | P98 ▲ |
| Net Patient Revenue | $2.28B | $59.7M | $36.3M | +4.41σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.39B | $62.7M | $37.1M | +4.44σ | P99 ▲ | P99 ▲ |
| Net Income | $-104.8M | $-2.1M | -315,113 | -0.64σ | P5 ▼ | P2 ▼ |
| Gross Patient Revenue | $6.55B | $186.6M | $134.7M | +2.97σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 209,946 | 12,073 | 10,290 | +3.47σ | P98 ▲ | P98 ▲ |
| Medicare Day % | 26.0% | 30.9% | 28.1% | -0.40σ | P38 | P45 |
| Medicaid Day % | 0.4% | 5.1% | 1.9% | -0.71σ | P7 ▼ | P22 |
| Operating Margin | -4.6% | -4.8% | -0.7% | +0.09σ | P50 | P44 |
| Revenue per Bed | $3.1M | $1.2M | 843,354 | +0.83σ | P92 ▲ | P92 ▲ |
| Occupancy Rate | 78.0% | 53.7% | 52.9% | +1.03σ | P83 | P83 |
| Commercial Payer % | 73.6% | 61.2% | 69.3% | +0.71σ | P77 | P60 |
| Net-to-Gross Ratio | 34.8% | 33.3% | 28.5% | -0.18σ | P53 | P63 |
| Expense per Bed | $3.2M | $1.2M | 933,465 | +0.69σ | P92 ▲ | P94 ▲ |
| Revenue per Patient Day | 10,862 | 7,054 | 5,735 | -0.03σ | P69 | P73 |
| Payer Diversity Index | 0.391 | 0.473 | 0.412 | -0.32σ | P25 | P42 |
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% | $2.28B | $1.70B | +2.28σ |
| Operating Margin | 2.1% | -0.0460 | -0.0163 | -0.16σ |
| Occupancy Rate | 44.3% | 0.7805 | 0.9155 | -0.74σ |
| Revenue Per Bed | 2.6% | $3.1M | $2.2M | +0.47σ |
| Net To Gross Ratio | 22.4% | 0.3483 | 0.2091 | +0.80σ |