Statistical Profile — KATE DISHMAN REHAB HOSPITAL
CCN 673030 | JEFFERSON, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
27
Beds
$8.9M
Net Revenue
22.2%
Op Margin
54.9%
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.
- Medicare Day %: +2.1σ 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 | 27 | 63 | 54 | -0.58σ | P30 | P28 |
| Net Patient Revenue | $8.9M | $59.7M | $36.3M | -0.45σ | P7 ▼ | P10 ▼ |
| Operating Expenses | $7.0M | $62.7M | $37.1M | -0.45σ | P3 ▼ | P3 ▼ |
| Net Income | $2.0M | $-2.1M | -315,113 | +0.10σ | P73 | P62 |
| Gross Patient Revenue | $14.3M | $186.6M | $134.7M | -0.46σ | P6 ▼ | P7 ▼ |
| Total Patient Days | 5,413 | 12,073 | 10,290 | -0.51σ | P35 | P37 |
| Medicare Day % | 76.3% | 30.9% | 28.1% | +2.12σ | P96 ▲ | P96 ▲ |
| Operating Margin | 22.2% | -4.8% | -0.7% | +1.43σ | P94 ▲ | P90 |
| Revenue per Bed | 331,171 | $1.2M | 843,354 | -0.60σ | P12 | P18 |
| Occupancy Rate | 54.9% | 53.7% | 52.9% | +0.12σ | P52 | P52 |
| Commercial Payer % | 23.7% | 61.2% | 69.3% | -1.73σ | P6 ▼ | P4 ▼ |
| Net-to-Gross Ratio | 62.7% | 33.3% | 28.5% | +1.16σ | P86 | P88 |
| Expense per Bed | 257,690 | $1.2M | 933,465 | -0.54σ | P7 ▼ | P11 |
| Revenue per Patient Day | 1,652 | 7,054 | 5,735 | -0.07σ | P12 | P16 |
| Payer Diversity Index | 0.361 | 0.473 | 0.412 | -0.53σ | P20 | P33 |
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% | $8.9M | nan | +nanσ |
| Operating Margin | 2.1% | 0.2219 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5493 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 331,171 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6267 | nan | +nanσ |