Statistical Profile — BAPTIST HEALTH SYSTEM
CCN 450058 | BEXAR, TX | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,498
Beds
$1.32B
Net Revenue
13.7%
Op Margin
52.5%
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: +7.5σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Gross Patient Revenue: +6.1σ above national mean
- Total Patient Days: +5.0σ 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 | 1,498 | 63 | 54 | +7.47σ | P100 ▲ | P100 ▲ |
| Net Patient Revenue | $1.32B | $59.7M | $36.3M | +2.35σ | P97 ▲ | P98 ▲ |
| Operating Expenses | $1.14B | $62.7M | $37.1M | +1.87σ | P96 ▲ | P97 ▲ |
| Net Income | $180.8M | $-2.1M | -315,113 | +1.34σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $12.45B | $186.6M | $134.7M | +6.07σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 286,935 | 12,073 | 10,290 | +4.96σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 15.3% | 30.9% | 28.1% | -0.93σ | P16 | P19 |
| Medicaid Day % | 8.8% | 5.1% | 1.9% | -0.05σ | P68 | P84 |
| Operating Margin | 13.7% | -4.8% | -0.7% | +1.01σ | P87 | P79 |
| Revenue per Bed | 879,321 | $1.2M | 843,354 | -0.31σ | P38 | P52 |
| Occupancy Rate | 52.5% | 53.7% | 52.9% | +0.03σ | P48 | P49 |
| Commercial Payer % | 75.8% | 61.2% | 69.3% | +0.81σ | P81 | P67 |
| Net-to-Gross Ratio | 10.6% | 33.3% | 28.5% | -1.33σ | P3 ▼ | P5 ▼ |
| Expense per Bed | 758,620 | $1.2M | 933,465 | -0.34σ | P32 | P42 |
| Revenue per Patient Day | 4,591 | 7,054 | 5,735 | -0.06σ | P29 | P38 |
| Payer Diversity Index | 0.393 | 0.473 | 0.412 | -0.30σ | P26 | P44 |
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% | $1.32B | $1.94B | -2.43σ |
| Operating Margin | 2.1% | 0.1373 | -0.1214 | +1.36σ |
| Occupancy Rate | 44.3% | 0.5249 | -0.1022 | +3.44σ |
| Revenue Per Bed | 2.6% | 879,321 | -774,589 | +0.86σ |
| Net To Gross Ratio | 22.4% | 0.1058 | -0.1097 | +1.24σ |