Statistical Profile — CHI ST LUKES HEALTH BAYLOR MED CTR
CCN 450193 | HARRIS, TX | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
628
Beds
$1.10B
Net Revenue
-9.5%
Op Margin
68.3%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.7σ above national mean
- Operating Expenses: +2.0σ above national mean
- Gross Patient Revenue: +2.4σ above national mean
- Total Patient Days: +2.4σ 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 | 628 | 63 | 54 | +2.71σ | P97 ▲ | P97 ▲ |
| Net Patient Revenue | $1.10B | $59.7M | $36.3M | +1.89σ | P96 ▲ | P97 ▲ |
| Operating Expenses | $1.21B | $62.7M | $37.1M | +2.02σ | P97 ▲ | P97 ▲ |
| Net Income | $-104.7M | $-2.1M | -315,113 | -0.64σ | P5 ▼ | P3 ▼ |
| Gross Patient Revenue | $5.44B | $186.6M | $134.7M | +2.39σ | P97 ▲ | P96 ▲ |
| Total Patient Days | 156,520 | 12,073 | 10,290 | +2.43σ | P97 ▲ | P97 ▲ |
| Medicare Day % | 19.1% | 30.9% | 28.1% | -0.75σ | P22 | P28 |
| Medicaid Day % | 6.9% | 5.1% | 1.9% | -0.20σ | P60 | P78 |
| Operating Margin | -9.5% | -4.8% | -0.7% | -0.15σ | P38 | P36 |
| Revenue per Bed | $1.8M | $1.2M | 843,354 | +0.14σ | P71 | P84 |
| Occupancy Rate | 68.3% | 53.7% | 52.9% | +0.65σ | P69 | P69 |
| Commercial Payer % | 74.0% | 61.2% | 69.3% | +0.73σ | P78 | P61 |
| Net-to-Gross Ratio | 20.3% | 33.3% | 28.5% | -0.87σ | P19 | P30 |
| Expense per Bed | $1.9M | $1.2M | 933,465 | +0.15σ | P73 | P85 |
| Revenue per Patient Day | 7,044 | 7,054 | 5,735 | -0.05σ | P50 | P59 |
| Payer Diversity Index | 0.411 | 0.473 | 0.412 | -0.18σ | P30 | P50 |
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% | $1.10B | $1.16B | -0.23σ |
| Operating Margin | 2.1% | -0.0950 | -0.0551 | -0.21σ |
| Occupancy Rate | 44.3% | 0.6828 | 0.6236 | +0.32σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.5M | +0.13σ |
| Net To Gross Ratio | 22.4% | 0.2025 | 0.2281 | -0.15σ |