Statistical Profile — CHILDRENS MEDICAL CENTER OF DALLAS
CCN 453302 | nan, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
377
Beds
$1.56B
Net Revenue
10.3%
Op Margin
67.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.9σ above national mean
- Operating Expenses: +2.4σ 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 | 377 | 63 | 54 | +1.33σ | P92 ▲ | P92 ▲ |
| Net Patient Revenue | $1.56B | $59.7M | $36.3M | +2.87σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.40B | $62.7M | $37.1M | +2.41σ | P97 ▲ | P98 ▲ |
| Net Income | $160.3M | $-2.1M | -315,113 | +1.20σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $3.59B | $186.6M | $134.7M | +1.42σ | P94 ▲ | P93 ▲ |
| Total Patient Days | 92,954 | 12,073 | 10,290 | +1.19σ | P91 ▲ | P92 ▲ |
| Medicare Day % | 0.5% | 30.9% | 28.1% | -1.68σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 10.2% | 5.1% | 1.9% | +0.06σ | P72 | P88 |
| Operating Margin | 10.3% | -4.8% | -0.7% | +0.84σ | P82 | P72 |
| Revenue per Bed | $4.1M | $1.2M | 843,354 | +1.37σ | P96 ▲ | P96 ▲ |
| Occupancy Rate | 67.6% | 53.7% | 52.9% | +0.62σ | P68 | P69 |
| Commercial Payer % | 89.4% | 61.2% | 69.3% | +1.47σ | P92 ▲ | P87 |
| Net-to-Gross Ratio | 43.4% | 33.3% | 28.5% | +0.23σ | P67 | P73 |
| Expense per Bed | $3.7M | $1.2M | 933,465 | +0.88σ | P95 ▲ | P97 ▲ |
| Revenue per Patient Day | 16,765 | 7,054 | 5,735 | -0.01σ | P84 | P83 |
| Payer Diversity Index | 0.191 | 0.473 | 0.412 | -1.72σ | P9 ▼ | P13 |
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% | $1.56B | $599.5M | +3.75σ |
| Operating Margin | 2.1% | 0.1028 | -0.0829 | +0.98σ |
| Occupancy Rate | 44.3% | 0.6755 | 0.5617 | +0.62σ |
| Revenue Per Bed | 2.6% | $4.1M | $1.4M | +1.42σ |
| Net To Gross Ratio | 22.4% | 0.4337 | 0.3191 | +0.66σ |