Statistical Profile — METHODIST HOSPITAL
CCN 450388 | BEXAR, TX | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,729
Beds
$2.42B
Net Revenue
22.9%
Op Margin
81.9%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +8.7σ above national mean
- Net Patient Revenue: +4.7σ above national mean
- Operating Expenses: +3.4σ above national mean
- Net Income: +3.9σ above national mean
- Gross Patient Revenue: +9.1σ above national mean
- Total Patient Days: +9.4σ 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 | 1,729 | 63 | 54 | +8.74σ | P100 ▲ | P100 ▲ |
| Net Patient Revenue | $2.42B | $59.7M | $36.3M | +4.70σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $1.86B | $62.7M | $37.1M | +3.37σ | P98 ▲ | P98 ▲ |
| Net Income | $553.5M | $-2.1M | -315,113 | +3.93σ | P100 ▲ | P100 ▲ |
| Gross Patient Revenue | $18.22B | $186.6M | $134.7M | +9.09σ | P100 ▲ | P100 ▲ |
| Total Patient Days | 516,822 | 12,073 | 10,290 | +9.43σ | P100 ▲ | P100 ▲ |
| Medicare Day % | 18.9% | 30.9% | 28.1% | -0.76σ | P22 | P27 |
| Medicaid Day % | 2.4% | 5.1% | 1.9% | -0.56σ | P29 | P55 |
| Operating Margin | 22.9% | -4.8% | -0.7% | +1.46σ | P95 ▲ | P91 ▲ |
| Revenue per Bed | $1.4M | $1.2M | 843,354 | -0.04σ | P58 | P74 |
| Occupancy Rate | 81.9% | 53.7% | 52.9% | +1.18σ | P88 | P88 |
| Commercial Payer % | 78.8% | 61.2% | 69.3% | +0.96σ | P85 | P75 |
| Net-to-Gross Ratio | 13.3% | 33.3% | 28.5% | -1.21σ | P6 ▼ | P12 |
| Expense per Bed | $1.1M | $1.2M | 933,465 | -0.20σ | P44 | P58 |
| Revenue per Patient Day | 4,677 | 7,054 | 5,735 | -0.06σ | P30 | P39 |
| Payer Diversity Index | 0.343 | 0.473 | 0.412 | -0.65σ | P18 | P28 |
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% | $2.42B | $4.09B | -6.54σ |
| Operating Margin | 2.1% | 0.2290 | -0.0459 | +1.45σ |
| Occupancy Rate | 44.3% | 0.8187 | 1.3946 | -3.16σ |
| Revenue Per Bed | 2.6% | $1.4M | $3.0M | -0.83σ |
| Net To Gross Ratio | 22.4% | 0.1327 | 0.2776 | -0.84σ |