Statistical Profile — MEMORIAL HERMANN TEXAS MEDICAL CNTR
CCN 450068 | HARRIS, TX | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,089
Beds
$2.64B
Net Revenue
2.8%
Op Margin
80.1%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +5.2σ above national mean
- Net Patient Revenue: +5.2σ above national mean
- Operating Expenses: +4.8σ above national mean
- Gross Patient Revenue: +5.0σ above national mean
- Total Patient Days: +5.5σ 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 | 1,089 | 63 | 54 | +5.23σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $2.64B | $59.7M | $36.3M | +5.18σ | P99 ▲ | P100 ▲ |
| Operating Expenses | $2.57B | $62.7M | $37.1M | +4.81σ | P99 ▲ | P99 ▲ |
| Net Income | $73.9M | $-2.1M | -315,113 | +0.60σ | P97 ▲ | P94 ▲ |
| Gross Patient Revenue | $10.47B | $186.6M | $134.7M | +5.03σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 315,551 | 12,073 | 10,290 | +5.52σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 11.2% | 30.9% | 28.1% | -1.14σ | P12 | P13 |
| Medicaid Day % | 6.4% | 5.1% | 1.9% | -0.24σ | P58 | P77 |
| Operating Margin | 2.8% | -4.8% | -0.7% | +0.46σ | P69 | P57 |
| Revenue per Bed | $2.4M | $1.2M | 843,354 | +0.49σ | P85 | P91 ▲ |
| Occupancy Rate | 80.1% | 53.7% | 52.9% | +1.11σ | P86 | P86 |
| Commercial Payer % | 82.4% | 61.2% | 69.3% | +1.13σ | P88 | P80 |
| Net-to-Gross Ratio | 25.2% | 33.3% | 28.5% | -0.63σ | P30 | P44 |
| Expense per Bed | $2.4M | $1.2M | 933,465 | +0.33σ | P82 | P89 |
| Revenue per Patient Day | 8,369 | 7,054 | 5,735 | -0.04σ | P58 | P64 |
| Payer Diversity Index | 0.304 | 0.473 | 0.412 | -0.92σ | P14 | P22 |
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% | $2.64B | $2.36B | +1.11σ |
| Operating Margin | 2.1% | 0.0280 | -0.0958 | +0.65σ |
| Occupancy Rate | 44.3% | 0.8008 | 0.9001 | -0.54σ |
| Revenue Per Bed | 2.6% | $2.4M | $2.1M | +0.17σ |
| Net To Gross Ratio | 22.4% | 0.2521 | 0.3944 | -0.82σ |