Statistical Profile — DELL CHILDRENS MEDICAL CENTER
CCN 453310 | TRAVIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
262
Beds
$901.9M
Net Revenue
25.5%
Op Margin
63.6%
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: -2.3σ 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 | 262 | 63 | 54 | +0.70σ | P85 | P86 |
| Net Patient Revenue | $901.9M | $59.7M | $36.3M | +1.46σ | P95 ▲ | P96 ▲ |
| Operating Expenses | $671.8M | $62.7M | $37.1M | +0.92σ | P92 ▲ | P95 ▲ |
| Net Income | $230.2M | $-2.1M | -315,113 | +1.69σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $1.97B | $186.6M | $134.7M | +0.57σ | P87 | P86 |
| Total Patient Days | 60,860 | 12,073 | 10,290 | +0.57σ | P84 | P85 |
| Medicare Day % | 0.4% | 30.9% | 28.1% | -1.68σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 5.6% | 5.1% | 1.9% | -0.31σ | P53 | P73 |
| Operating Margin | 25.5% | -4.8% | -0.7% | +1.59σ | P96 ▲ | P92 ▲ |
| Revenue per Bed | $3.4M | $1.2M | 843,354 | +1.01σ | P94 ▲ | P94 ▲ |
| Occupancy Rate | 63.6% | 53.7% | 52.9% | +0.47σ | P63 | P63 |
| Commercial Payer % | 94.0% | 61.2% | 69.3% | +1.70σ | P95 ▲ | P90 ▲ |
| Net-to-Gross Ratio | 45.7% | 33.3% | 28.5% | +0.34σ | P70 | P76 |
| Expense per Bed | $2.6M | $1.2M | 933,465 | +0.41σ | P85 | P90 ▲ |
| Revenue per Patient Day | 14,820 | 7,054 | 5,735 | -0.02σ | P81 | P80 |
| Payer Diversity Index | 0.114 | 0.473 | 0.412 | -2.26σ | P5 ▼ | 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 |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $901.9M | $378.8M | +2.04σ |
| Operating Margin | 2.1% | 0.2552 | -0.0634 | +1.68σ |
| Occupancy Rate | 44.3% | 0.6364 | 0.5677 | +0.38σ |
| Revenue Per Bed | 2.6% | $3.4M | $1.5M | +1.03σ |
| Net To Gross Ratio | 22.4% | 0.4570 | 0.2803 | +1.02σ |