Statistical Profile — HICKORY TRAIL HOSPITAL
CCN 454065 | DALLAS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
86
Beds
$18.6M
Net Revenue
-3.8%
Op Margin
75.8%
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.
- Payer Diversity Index: -2.1σ 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 | 86 | 63 | 54 | -0.26σ | P57 | P64 |
| Net Patient Revenue | $18.6M | $59.7M | $36.3M | -0.43σ | P20 | P29 |
| Operating Expenses | $19.3M | $62.7M | $37.1M | -0.43σ | P19 | P25 |
| Net Income | -709,699 | $-2.1M | -315,113 | +0.08σ | P59 | P47 |
| Gross Patient Revenue | $52.8M | $186.6M | $134.7M | -0.44σ | P26 | P32 |
| Total Patient Days | 23,781 | 12,073 | 10,290 | -0.15σ | P65 | P70 |
| Medicare Day % | 6.8% | 30.9% | 28.1% | -1.36σ | P8 ▼ | P9 ▼ |
| Medicaid Day % | 0.1% | 5.1% | 1.9% | -0.74σ | P2 ▼ | P8 ▼ |
| Operating Margin | -3.8% | -4.8% | -0.7% | +0.13σ | P52 | P45 |
| Revenue per Bed | 216,438 | $1.2M | 843,354 | -0.65σ | P6 ▼ | P9 ▼ |
| Occupancy Rate | 75.8% | 53.7% | 52.9% | +0.94σ | P80 | P80 |
| Commercial Payer % | 93.0% | 61.2% | 69.3% | +1.65σ | P94 ▲ | P90 |
| Net-to-Gross Ratio | 35.2% | 33.3% | 28.5% | -0.16σ | P54 | P63 |
| Expense per Bed | 224,690 | $1.2M | 933,465 | -0.56σ | P5 ▼ | P8 ▼ |
| Revenue per Patient Day | 782.7106 | 7,054 | 5,735 | -0.07σ | P2 ▼ | P4 ▼ |
| Payer Diversity Index | 0.130 | 0.473 | 0.412 | -2.14σ | P6 ▼ | P10 |
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% | $18.6M | $143.0M | -0.49σ |
| Operating Margin | 2.1% | -0.0381 | -0.0337 | -0.02σ |
| Occupancy Rate | 44.3% | 0.7576 | 0.6464 | +0.61σ |
| Revenue Per Bed | 2.6% | 216,438 | $1.8M | -0.81σ |
| Net To Gross Ratio | 22.4% | 0.3522 | 0.2790 | +0.42σ |