Statistical Profile — BAYLOR S&W MEDICAL CENTER - IRVING
CCN 450079 | nan, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
205
Beds
$244.7M
Net Revenue
-12.8%
Op Margin
75.3%
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 | 205 | 63 | 54 | +0.39σ | P80 | P81 |
| Net Patient Revenue | $244.7M | $59.7M | $36.3M | +0.05σ | P76 | P81 |
| Operating Expenses | $276.1M | $62.7M | $37.1M | +0.10σ | P79 | P84 |
| Net Income | $-31.4M | $-2.1M | -315,113 | -0.13σ | P15 | P6 ▼ |
| Gross Patient Revenue | $1.04B | $186.6M | $134.7M | +0.08σ | P77 | P78 |
| Total Patient Days | 56,371 | 12,073 | 10,290 | +0.48σ | P83 | P84 |
| Medicare Day % | 18.8% | 30.9% | 28.1% | -0.76σ | P22 | P27 |
| Medicaid Day % | 3.1% | 5.1% | 1.9% | -0.50σ | P36 | P65 |
| Operating Margin | -12.8% | -4.8% | -0.7% | -0.32σ | P31 | P32 |
| Revenue per Bed | $1.2M | $1.2M | 843,354 | -0.15σ | P50 | P64 |
| Occupancy Rate | 75.3% | 53.7% | 52.9% | +0.93σ | P79 | P78 |
| Commercial Payer % | 78.1% | 61.2% | 69.3% | +0.92σ | P84 | P73 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 28.5% | -0.72σ | P26 | P37 |
| Expense per Bed | $1.3M | $1.2M | 933,465 | -0.09σ | P54 | P70 |
| Revenue per Patient Day | 4,340 | 7,054 | 5,735 | -0.06σ | P27 | P36 |
| Payer Diversity Index | 0.354 | 0.473 | 0.412 | -0.58σ | P19 | P31 |
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% | $244.7M | $414.9M | -0.67σ |
| Operating Margin | 2.1% | -0.1283 | -0.0429 | -0.45σ |
| Occupancy Rate | 44.3% | 0.7534 | 0.6394 | +0.62σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.8M | -0.30σ |
| Net To Gross Ratio | 22.4% | 0.2351 | 0.3101 | -0.43σ |