Statistical Profile — TEXAS ORTHOPEDIC HOSPITA
CCN 450804 | HARRIS, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$237.8M
Net Revenue
46.3%
Op Margin
37.6%
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.
- Operating Margin: +2.6σ above national mean
- Revenue per Bed: +2.2σ 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 | 42 | 63 | 54 | -0.50σ | P39 | P42 |
| Net Patient Revenue | $237.8M | $59.7M | $36.3M | +0.04σ | P76 | P80 |
| Operating Expenses | $127.7M | $62.7M | $37.1M | -0.20σ | P65 | P74 |
| Net Income | $110.1M | $-2.1M | -315,113 | +0.85σ | P98 ▲ | P97 ▲ |
| Gross Patient Revenue | $1.60B | $186.6M | $134.7M | +0.37σ | P84 | P83 |
| Total Patient Days | 6,339 | 12,073 | 10,290 | -0.49σ | P38 | P39 |
| Medicare Day % | 36.0% | 30.9% | 28.1% | +0.10σ | P61 | P62 |
| Operating Margin | 46.3% | -4.8% | -0.7% | +2.63σ | P100 ▲ | P99 ▲ |
| Revenue per Bed | $5.7M | $1.2M | 843,354 | +2.16σ | P99 ▲ | P98 ▲ |
| Occupancy Rate | 37.6% | 53.7% | 52.9% | -0.56σ | P32 | P36 |
| Commercial Payer % | 64.0% | 61.2% | 69.3% | +0.24σ | P56 | P40 |
| Net-to-Gross Ratio | 14.9% | 33.3% | 28.5% | -1.13σ | P8 ▼ | P17 |
| Expense per Bed | $3.0M | $1.2M | 933,465 | +0.61σ | P91 ▲ | P93 ▲ |
| Revenue per Patient Day | 37,521 | 7,054 | 5,735 | +0.07σ | P96 ▲ | P92 ▲ |
| Payer Diversity Index | 0.461 | 0.473 | 0.412 | +0.17σ | P45 | P66 |
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% | $237.8M | nan | +nanσ |
| Operating Margin | 2.1% | 0.4629 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.3759 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $5.7M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.1489 | nan | +nanσ |