Statistical Profile — THE METHODIST HOSPITAL
CCN 450358 | HARRIS, TX | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
966
Beds
$2.63B
Net Revenue
5.2%
Op Margin
75.7%
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: +4.6σ above national mean
- Net Patient Revenue: +5.2σ above national mean
- Operating Expenses: +4.7σ above national mean
- Gross Patient Revenue: +6.2σ above national mean
- Total Patient Days: +4.6σ 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 | 966 | 63 | 54 | +4.56σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $2.63B | $59.7M | $36.3M | +5.16σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.49B | $62.7M | $37.1M | +4.66σ | P99 ▲ | P99 ▲ |
| Net Income | $135.4M | $-2.1M | -315,113 | +1.03σ | P99 ▲ | P97 ▲ |
| Gross Patient Revenue | $12.70B | $186.6M | $134.7M | +6.20σ | P100 ▲ | P100 ▲ |
| Total Patient Days | 266,932 | 12,073 | 10,290 | +4.57σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 29.7% | 30.9% | 28.1% | -0.21σ | P47 | P53 |
| Medicaid Day % | 6.0% | 5.1% | 1.9% | -0.27σ | P56 | P75 |
| Operating Margin | 5.2% | -4.8% | -0.7% | +0.58σ | P74 | P62 |
| Revenue per Bed | $2.7M | $1.2M | 843,354 | +0.64σ | P89 | P91 ▲ |
| Occupancy Rate | 75.7% | 53.7% | 52.9% | +0.94σ | P80 | P80 |
| Commercial Payer % | 64.3% | 61.2% | 69.3% | +0.25σ | P57 | P40 |
| Net-to-Gross Ratio | 20.7% | 33.3% | 28.5% | -0.85σ | P20 | P31 |
| Expense per Bed | $2.6M | $1.2M | 933,465 | +0.42σ | P85 | P90 ▲ |
| Revenue per Patient Day | 9,846 | 7,054 | 5,735 | -0.04σ | P65 | P69 |
| Payer Diversity Index | 0.495 | 0.473 | 0.412 | +0.41σ | P61 | P85 |
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% | $2.63B | $2.15B | +1.85σ |
| Operating Margin | 2.1% | 0.0515 | 0.0098 | +0.22σ |
| Occupancy Rate | 44.3% | 0.7573 | 1.0227 | -1.45σ |
| Revenue Per Bed | 2.6% | $2.7M | $2.3M | +0.24σ |
| Net To Gross Ratio | 22.4% | 0.2069 | 0.0884 | +0.68σ |