Statistical Profile — METHODIST STONE OAK HOSPITAL
CCN 670055 | nan, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
253
Beds
$352.2M
Net Revenue
25.2%
Op Margin
85.3%
Occupancy
0
Outlier Flags
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 | 253 | 63 | 54 | +0.66σ | P85 | P86 |
| Net Patient Revenue | $352.2M | $59.7M | $36.3M | +0.28σ | P83 | P86 |
| Operating Expenses | $263.6M | $62.7M | $37.1M | +0.08σ | P78 | P83 |
| Net Income | $88.6M | $-2.1M | -315,113 | +0.70σ | P97 ▲ | P96 ▲ |
| Gross Patient Revenue | $2.43B | $186.6M | $134.7M | +0.81σ | P90 | P88 |
| Total Patient Days | 78,807 | 12,073 | 10,290 | +0.92σ | P89 | P90 ▲ |
| Medicare Day % | 28.2% | 30.9% | 28.1% | -0.29σ | P44 | P50 |
| Medicaid Day % | 1.2% | 5.1% | 1.9% | -0.65σ | P17 | P40 |
| Operating Margin | 25.2% | -4.8% | -0.7% | +1.58σ | P96 ▲ | P92 ▲ |
| Revenue per Bed | $1.4M | $1.2M | 843,354 | -0.05σ | P58 | P73 |
| Occupancy Rate | 85.3% | 53.7% | 52.9% | +1.32σ | P91 ▲ | P91 ▲ |
| Commercial Payer % | 70.6% | 61.2% | 69.3% | +0.56σ | P71 | P53 |
| Net-to-Gross Ratio | 14.5% | 33.3% | 28.5% | -1.15σ | P8 ▼ | P16 |
| Expense per Bed | $1.0M | $1.2M | 933,465 | -0.22σ | P42 | P56 |
| Revenue per Patient Day | 4,469 | 7,054 | 5,735 | -0.06σ | P28 | P37 |
| Payer Diversity Index | 0.422 | 0.473 | 0.412 | -0.10σ | P33 | P53 |
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% | $352.2M | $639.6M | -1.12σ |
| Operating Margin | 2.1% | 0.2516 | -0.0274 | +1.47σ |
| Occupancy Rate | 44.3% | 0.8534 | 0.7385 | +0.63σ |
| Revenue Per Bed | 2.6% | $1.4M | $2.0M | -0.34σ |
| Net To Gross Ratio | 22.4% | 0.1452 | 0.3150 | -0.98σ |