Statistical Profile — BAYLOR MEDICAL CENTER AT FRISCO
CCN 450853 | COLLIN, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
68
Beds
$161.1M
Net Revenue
10.8%
Op Margin
50.8%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Payer Diversity Index: -2.4σ below 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 | 68 | 63 | 54 | -0.36σ | P51 | P57 |
| Net Patient Revenue | $161.1M | $59.7M | $36.3M | -0.13σ | P69 | P77 |
| Operating Expenses | $143.7M | $62.7M | $37.1M | -0.17σ | P67 | P76 |
| Net Income | $17.4M | $-2.1M | -315,113 | +0.21σ | P89 | P82 |
| Gross Patient Revenue | $430.4M | $186.6M | $134.7M | -0.24σ | P63 | P67 |
| Total Patient Days | 12,615 | 12,073 | 10,290 | -0.37σ | P51 | P54 |
| Medicare Day % | 4.5% | 30.9% | 28.1% | -1.48σ | P5 ▼ | P6 ▼ |
| Medicaid Day % | 0.1% | 5.1% | 1.9% | -0.74σ | P1 ▼ | P4 ▼ |
| Operating Margin | 10.8% | -4.8% | -0.7% | +0.86σ | P83 | P73 |
| Revenue per Bed | $2.4M | $1.2M | 843,354 | +0.46σ | P84 | P90 ▲ |
| Occupancy Rate | 50.8% | 53.7% | 52.9% | -0.04σ | P46 | P48 |
| Commercial Payer % | 95.4% | 61.2% | 69.3% | +1.77σ | P96 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 37.4% | 33.3% | 28.5% | -0.05σ | P58 | P67 |
| Expense per Bed | $2.1M | $1.2M | 933,465 | +0.22σ | P78 | P87 |
| Revenue per Patient Day | 12,770 | 7,054 | 5,735 | -0.03σ | P76 | P77 |
| Payer Diversity Index | 0.088 | 0.473 | 0.412 | -2.44σ | P4 ▼ | P6 ▼ |
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% | $161.1M | $47.2M | +0.45σ |
| Operating Margin | 2.1% | 0.1079 | -0.0311 | +0.73σ |
| Occupancy Rate | 44.3% | 0.5083 | 0.6087 | -0.55σ |
| Revenue Per Bed | 2.6% | $2.4M | $1.7M | +0.37σ |
| Net To Gross Ratio | 22.4% | 0.3743 | 0.2463 | +0.74σ |