Statistical Profile — TX HLTH HARRIS METHODIST HOSPITAL
CCN 450135 | TARRANT, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
653
Beds
$1.03B
Net Revenue
4.1%
Op Margin
96.9%
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.
- Beds: +2.8σ above national mean
- Total Patient Days: +3.9σ 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 | 653 | 63 | 54 | +2.85σ | P98 ▲ | P97 ▲ |
| Net Patient Revenue | $1.03B | $59.7M | $36.3M | +1.72σ | P96 ▲ | P97 ▲ |
| Operating Expenses | $982.9M | $62.7M | $37.1M | +1.55σ | P95 ▲ | P97 ▲ |
| Net Income | $42.5M | $-2.1M | -315,113 | +0.38σ | P94 ▲ | P89 |
| Gross Patient Revenue | $3.83B | $186.6M | $134.7M | +1.55σ | P95 ▲ | P94 ▲ |
| Total Patient Days | 230,988 | 12,073 | 10,290 | +3.88σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 20.1% | 30.9% | 28.1% | -0.69σ | P24 | P29 |
| Medicaid Day % | 1.6% | 5.1% | 1.9% | -0.62σ | P21 | P45 |
| Operating Margin | 4.1% | -4.8% | -0.7% | +0.53σ | P72 | P59 |
| Revenue per Bed | $1.6M | $1.2M | 843,354 | +0.04σ | P65 | P79 |
| Occupancy Rate | 96.9% | 53.7% | 52.9% | +1.78σ | P99 ▲ | P99 ▲ |
| Commercial Payer % | 78.3% | 61.2% | 69.3% | +0.93σ | P85 | P74 |
| Net-to-Gross Ratio | 26.8% | 33.3% | 28.5% | -0.56σ | P34 | P47 |
| Expense per Bed | $1.5M | $1.2M | 933,465 | -0.03σ | P60 | P76 |
| Revenue per Patient Day | 4,439 | 7,054 | 5,735 | -0.06σ | P28 | P37 |
| Payer Diversity Index | 0.346 | 0.473 | 0.412 | -0.63σ | P18 | P29 |
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% | $1.03B | $1.88B | -3.35σ |
| Operating Margin | 2.1% | 0.0414 | -0.0229 | +0.34σ |
| Occupancy Rate | 44.3% | 0.9691 | 1.2044 | -1.29σ |
| Revenue Per Bed | 2.6% | $1.6M | $3.0M | -0.75σ |
| Net To Gross Ratio | 22.4% | 0.2675 | 0.3915 | -0.72σ |