Statistical Profile — COOK CHILDRENS MEDICAL CENTER
CCN 453300 | TARRANT, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
423
Beds
$1.51B
Net Revenue
16.5%
Op Margin
57.3%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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: +2.8σ above national mean
- Operating Expenses: +2.1σ above national mean
- 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 | 423 | 63 | 54 | +1.59σ | P94 ▲ | P94 ▲ |
| Net Patient Revenue | $1.51B | $59.7M | $36.3M | +2.76σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.26B | $62.7M | $37.1M | +2.12σ | P97 ▲ | P98 ▲ |
| Net Income | $249.1M | $-2.1M | -315,113 | +1.82σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $3.08B | $186.6M | $134.7M | +1.15σ | P93 ▲ | P92 ▲ |
| Total Patient Days | 88,478 | 12,073 | 10,290 | +1.11σ | P91 ▲ | P91 ▲ |
| Medicare Day % | 0.6% | 30.9% | 28.1% | -1.67σ | P2 ▼ | P2 ▼ |
| Medicaid Day % | 5.3% | 5.1% | 1.9% | -0.33σ | P51 | P72 |
| Operating Margin | 16.5% | -4.8% | -0.7% | +1.15σ | P90 ▲ | P84 |
| Revenue per Bed | $3.6M | $1.2M | 843,354 | +1.07σ | P95 ▲ | P94 ▲ |
| Occupancy Rate | 57.3% | 53.7% | 52.9% | +0.22σ | P55 | P57 |
| Commercial Payer % | 94.1% | 61.2% | 69.3% | +1.70σ | P95 ▲ | P91 ▲ |
| Net-to-Gross Ratio | 48.9% | 33.3% | 28.5% | +0.50σ | P73 | P78 |
| Expense per Bed | $3.0M | $1.2M | 933,465 | +0.58σ | P90 ▲ | P93 ▲ |
| Revenue per Patient Day | 17,034 | 7,054 | 5,735 | -0.01σ | P84 | P84 |
| Payer Diversity Index | 0.112 | 0.473 | 0.412 | -2.27σ | P5 ▼ | P9 ▼ |
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% | $1.51B | $549.3M | +3.74σ |
| Operating Margin | 2.1% | 0.1653 | -0.0820 | +1.30σ |
| Occupancy Rate | 44.3% | 0.5731 | 0.4353 | +0.75σ |
| Revenue Per Bed | 2.6% | $3.6M | $1.1M | +1.30σ |
| Net To Gross Ratio | 22.4% | 0.4890 | 0.2510 | +1.37σ |