Statistical Profile — TEXAS HEALTH KAUFMAN
CCN 450292 | KAUFMAN, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$44.8M
Net Revenue
12.6%
Op Margin
17.6%
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 | 42 | 63 | 54 | -0.50σ | P39 | P42 |
| Net Patient Revenue | $44.8M | $59.7M | $36.3M | -0.38σ | P44 | P56 |
| Operating Expenses | $39.2M | $62.7M | $37.1M | -0.39σ | P39 | P51 |
| Net Income | $5.7M | $-2.1M | -315,113 | +0.13σ | P81 | P73 |
| Gross Patient Revenue | $196.9M | $186.6M | $134.7M | -0.36σ | P51 | P56 |
| Total Patient Days | 2,701 | 12,073 | 10,290 | -0.56σ | P21 | P26 |
| Medicare Day % | 26.4% | 30.9% | 28.1% | -0.38σ | P39 | P46 |
| Medicaid Day % | 0.2% | 5.1% | 1.9% | -0.73σ | P3 ▼ | P11 |
| Operating Margin | 12.6% | -4.8% | -0.7% | +0.95σ | P86 | P76 |
| Revenue per Bed | $1.1M | $1.2M | 843,354 | -0.21σ | P45 | P58 |
| Occupancy Rate | 17.6% | 53.7% | 52.9% | -1.35σ | P11 | P19 |
| Commercial Payer % | 73.5% | 61.2% | 69.3% | +0.70σ | P77 | P59 |
| Net-to-Gross Ratio | 22.8% | 33.3% | 28.5% | -0.75σ | P24 | P36 |
| Expense per Bed | 932,597 | $1.2M | 933,465 | -0.26σ | P38 | P50 |
| Revenue per Patient Day | 16,600 | 7,054 | 5,735 | -0.01σ | P84 | P83 |
| Payer Diversity Index | 0.391 | 0.473 | 0.412 | -0.32σ | P25 | P42 |
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% | $44.8M | $-15.2M | +0.23σ |
| Operating Margin | 2.1% | 0.1264 | -0.0439 | +0.90σ |
| Occupancy Rate | 44.3% | 0.1762 | 0.4882 | -1.71σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.5M | -0.24σ |
| Net To Gross Ratio | 22.4% | 0.2277 | 0.3190 | -0.53σ |