Statistical Profile — TEXAS CHILDRENS HOSPITAL
CCN 453304 | HARRIS, TX | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
863
Beds
$2.50B
Net Revenue
-29.9%
Op Margin
78.9%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.0σ above national mean
- Net Patient Revenue: +4.9σ above national mean
- Operating Expenses: +6.2σ above national mean
- Net Income: -5.1σ below national mean
- Gross Patient Revenue: +2.9σ above national mean
- Total Patient Days: +4.2σ 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 | 863 | 63 | 54 | +3.99σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $2.50B | $59.7M | $36.3M | +4.87σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $3.24B | $62.7M | $37.1M | +6.20σ | P100 ▲ | P100 ▲ |
| Net Income | $-745.5M | $-2.1M | -315,113 | -5.09σ | P0 ▼ | P1 ▼ |
| Gross Patient Revenue | $6.45B | $186.6M | $134.7M | +2.92σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 248,901 | 12,073 | 10,290 | +4.22σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 0.2% | 30.9% | 28.1% | -1.69σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 8.2% | 5.1% | 1.9% | -0.10σ | P66 | P83 |
| Operating Margin | -29.9% | -4.8% | -0.7% | -1.16σ | P13 | P21 |
| Revenue per Bed | $2.9M | $1.2M | 843,354 | +0.73σ | P90 ▲ | P91 ▲ |
| Occupancy Rate | 78.9% | 53.7% | 52.9% | +1.07σ | P84 | P84 |
| Commercial Payer % | 91.6% | 61.2% | 69.3% | +1.58σ | P93 ▲ | P89 |
| Net-to-Gross Ratio | 38.7% | 33.3% | 28.5% | +0.01σ | P60 | P68 |
| Expense per Bed | $3.8M | $1.2M | 933,465 | +0.90σ | P95 ▲ | P97 ▲ |
| Revenue per Patient Day | 10,031 | 7,054 | 5,735 | -0.04σ | P66 | P70 |
| Payer Diversity Index | 0.154 | 0.473 | 0.412 | -1.98σ | P7 ▼ | P11 |
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% | $2.50B | $1.73B | +2.98σ |
| Operating Margin | 2.1% | -0.2986 | -0.1388 | -0.84σ |
| Occupancy Rate | 44.3% | 0.7895 | 0.6723 | +0.64σ |
| Revenue Per Bed | 2.6% | $2.9M | $1.7M | +0.63σ |
| Net To Gross Ratio | 22.4% | 0.3869 | 0.5016 | -0.66σ |