Statistical Profile — BAYLOR UNIVERSITY MEDICAL CTR
CCN 450021 | DALLAS, TX | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
800
Beds
$1.26B
Net Revenue
0.4%
Op Margin
89.9%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Net Patient Revenue: +2.2σ above national mean
- Operating Expenses: +2.1σ above national mean
- Total Patient Days: +4.5σ 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 | 800 | 63 | 54 | +3.65σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $1.26B | $59.7M | $36.3M | +2.22σ | P97 ▲ | P98 ▲ |
| Operating Expenses | $1.25B | $62.7M | $37.1M | +2.11σ | P97 ▲ | P97 ▲ |
| Net Income | $5.2M | $-2.1M | -315,113 | +0.12σ | P80 | P72 |
| Gross Patient Revenue | $3.97B | $186.6M | $134.7M | +1.62σ | P95 ▲ | P95 ▲ |
| Total Patient Days | 262,568 | 12,073 | 10,290 | +4.49σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 19.4% | 30.9% | 28.1% | -0.73σ | P23 | P28 |
| Medicaid Day % | 1.8% | 5.1% | 1.9% | -0.61σ | P23 | P48 |
| Operating Margin | 0.4% | -4.8% | -0.7% | +0.34σ | P63 | P51 |
| Revenue per Bed | $1.6M | $1.2M | 843,354 | +0.05σ | P65 | P79 |
| Occupancy Rate | 89.9% | 53.7% | 52.9% | +1.50σ | P95 ▲ | P96 ▲ |
| Commercial Payer % | 78.8% | 61.2% | 69.3% | +0.96σ | P85 | P76 |
| Net-to-Gross Ratio | 31.7% | 33.3% | 28.5% | -0.33σ | P47 | P58 |
| Expense per Bed | $1.6M | $1.2M | 933,465 | -0.00σ | P62 | P78 |
| Revenue per Patient Day | 4,795 | 7,054 | 5,735 | -0.06σ | P31 | P40 |
| Payer Diversity Index | 0.341 | 0.473 | 0.412 | -0.67σ | P18 | P28 |
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% | $1.26B | $2.11B | -3.32σ |
| Operating Margin | 2.1% | 0.0042 | -0.0310 | +0.19σ |
| Occupancy Rate | 44.3% | 0.8992 | 1.1627 | -1.44σ |
| Revenue Per Bed | 2.6% | $1.6M | $2.8M | -0.66σ |
| Net To Gross Ratio | 22.4% | 0.3169 | 0.3611 | -0.26σ |