Statistical Profile — TERRELL STATE HOSPITAL
CCN 454006 | KAUFMAN, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
305
Beds
$43.6M
Net Revenue
-50.0%
Op Margin
64.2%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.8σ 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 | 305 | 63 | 54 | +0.94σ | P88 | P90 |
| Net Patient Revenue | $43.6M | $59.7M | $36.3M | -0.38σ | P43 | P56 |
| Operating Expenses | $75.5M | $62.7M | $37.1M | -0.31σ | P54 | P65 |
| Net Income | $-31.9M | $-2.1M | -315,113 | -0.13σ | P14 | P5 ▼ |
| Gross Patient Revenue | $43.6M | $186.6M | $134.7M | -0.44σ | P22 | P26 |
| Total Patient Days | 71,486 | 12,073 | 10,290 | +0.78σ | P87 | P88 |
| Medicare Day % | 1.8% | 30.9% | 28.1% | -1.61σ | P3 ▼ | P3 ▼ |
| Medicaid Day % | 0.2% | 5.1% | 1.9% | -0.73σ | P4 ▼ | P14 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 142,917 | $1.2M | 843,354 | -0.69σ | P3 ▼ | P4 ▼ |
| Occupancy Rate | 64.2% | 53.7% | 52.9% | +0.49σ | P64 | P63 |
| Commercial Payer % | 97.9% | 61.2% | 69.3% | +1.89σ | P97 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 28.5% | +2.94σ | P98 ▲ | P97 ▲ |
| Expense per Bed | 247,395 | $1.2M | 933,465 | -0.55σ | P6 ▼ | P10 |
| Revenue per Patient Day | 609.7666 | 7,054 | 5,735 | -0.07σ | P1 ▼ | P1 ▼ |
| Payer Diversity Index | 0.040 | 0.473 | 0.412 | -2.77σ | P3 ▼ | P4 ▼ |
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% | $43.6M | $463.2M | -1.64σ |
| Operating Margin | 2.1% | -0.5000 | -0.0601 | -2.32σ |
| Occupancy Rate | 44.3% | 0.6421 | 0.5552 | +0.48σ |
| Revenue Per Bed | 2.6% | 142,917 | $1.5M | -0.68σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.2685 | +4.22σ |