Statistical Profile — WOMANS HOSPITAL OF TEXAS
CCN 450674 | HARRIS, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
252
Beds
$435.4M
Net Revenue
67.9%
Op Margin
99.2%
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 Income: +2.1σ above national mean
- Operating Margin: +3.7σ 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 | 252 | 63 | 54 | +0.65σ | P84 | P86 |
| Net Patient Revenue | $435.4M | $59.7M | $36.3M | +0.46σ | P86 | P90 |
| Operating Expenses | $139.8M | $62.7M | $37.1M | -0.18σ | P67 | P76 |
| Net Income | $295.5M | $-2.1M | -315,113 | +2.14σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $2.56B | $186.6M | $134.7M | +0.88σ | P90 ▲ | P89 |
| Total Patient Days | 91,399 | 12,073 | 10,290 | +1.16σ | P91 ▲ | P91 ▲ |
| Medicare Day % | 0.1% | 30.9% | 28.1% | -1.69σ | P0 ▼ | P1 ▼ |
| Medicaid Day % | 5.5% | 5.1% | 1.9% | -0.31σ | P53 | P73 |
| Operating Margin | 67.9% | -4.8% | -0.7% | +3.71σ | P100 ▲ | P100 ▲ |
| Revenue per Bed | $1.7M | $1.2M | 843,354 | +0.13σ | P70 | P83 |
| Occupancy Rate | 99.2% | 53.7% | 52.9% | +1.87σ | P99 ▲ | P99 ▲ |
| Commercial Payer % | 94.3% | 61.2% | 69.3% | +1.71σ | P95 ▲ | P91 ▲ |
| Net-to-Gross Ratio | 17.0% | 33.3% | 28.5% | -1.03σ | P12 | P22 |
| Expense per Bed | 554,835 | $1.2M | 933,465 | -0.42σ | P24 | P34 |
| Revenue per Patient Day | 4,763 | 7,054 | 5,735 | -0.06σ | P30 | P40 |
| Payer Diversity Index | 0.107 | 0.473 | 0.412 | -2.30σ | 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% | $435.4M | $648.0M | -0.83σ |
| Operating Margin | 2.1% | 0.6788 | -0.0637 | +3.91σ |
| Occupancy Rate | 44.3% | 0.9920 | 0.8020 | +1.04σ |
| Revenue Per Bed | 2.6% | $1.7M | $2.1M | -0.20σ |
| Net To Gross Ratio | 22.4% | 0.1700 | 0.4065 | -1.36σ |