Statistical Profile — BAYLOR S&W MEDICAL CENTER - MCKINNEY
CCN 670082 | nan, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
189
Beds
$286.8M
Net Revenue
12.8%
Op Margin
77.6%
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 | 189 | 63 | 54 | +0.30σ | P78 | P80 |
| Net Patient Revenue | $286.8M | $59.7M | $36.3M | +0.14σ | P79 | P83 |
| Operating Expenses | $250.0M | $62.7M | $37.1M | +0.05σ | P77 | P83 |
| Net Income | $36.8M | $-2.1M | -315,113 | +0.34σ | P93 ▲ | P88 |
| Gross Patient Revenue | $1.01B | $186.6M | $134.7M | +0.06σ | P76 | P77 |
| Total Patient Days | 53,523 | 12,073 | 10,290 | +0.43σ | P82 | P83 |
| Medicare Day % | 26.0% | 30.9% | 28.1% | -0.40σ | P38 | P45 |
| Medicaid Day % | 1.0% | 5.1% | 1.9% | -0.67σ | P15 | P36 |
| Operating Margin | 12.8% | -4.8% | -0.7% | +0.96σ | P86 | P77 |
| Revenue per Bed | $1.5M | $1.2M | 843,354 | +0.02σ | P63 | P78 |
| Occupancy Rate | 77.6% | 53.7% | 52.9% | +1.01σ | P83 | P82 |
| Commercial Payer % | 73.0% | 61.2% | 69.3% | +0.68σ | P76 | P58 |
| Net-to-Gross Ratio | 28.5% | 33.3% | 28.5% | -0.48σ | P38 | P50 |
| Expense per Bed | $1.3M | $1.2M | 933,465 | -0.10σ | P54 | P69 |
| Revenue per Patient Day | 5,358 | 7,054 | 5,735 | -0.06σ | P35 | P45 |
| Payer Diversity Index | 0.399 | 0.473 | 0.412 | -0.26σ | P27 | P46 |
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% | $286.8M | $414.6M | -0.50σ |
| Operating Margin | 2.1% | 0.1283 | -0.0355 | +0.86σ |
| Occupancy Rate | 44.3% | 0.7759 | 0.6419 | +0.73σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.8M | -0.16σ |
| Net To Gross Ratio | 22.4% | 0.2850 | 0.3132 | -0.16σ |