Statistical Profile — TRACE REGIONAL HOSPITAL
CCN 250017 | CHICKASAW, MS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
$13.6M
Net Revenue
-20.5%
Op Margin
3.4%
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 MS (n=110) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 24 | 63 | 38 | -0.60σ | P14 | P15 |
| Net Patient Revenue | $13.6M | $59.7M | $26.2M | -0.44σ | P13 | P19 |
| Operating Expenses | $16.4M | $62.7M | $27.2M | -0.43σ | P14 | P23 |
| Net Income | $-2.8M | $-2.1M | $-2.7M | +0.07σ | P46 | P48 |
| Gross Patient Revenue | $21.0M | $186.6M | $69.8M | -0.45σ | P9 ▼ | P14 |
| Total Patient Days | 299 | 12,073 | 5,032 | -0.61σ | P1 ▼ | P1 ▼ |
| Medicare Day % | 75.6% | 30.9% | 46.7% | +2.08σ | P96 ▲ | P80 |
| Operating Margin | -20.5% | -4.8% | -12.5% | -0.70σ | P20 | P30 |
| Revenue per Bed | 568,515 | $1.2M | 689,029 | -0.47σ | P26 | P36 |
| Occupancy Rate | 3.4% | 53.7% | 38.6% | -1.91σ | P1 ▼ | P1 ▼ |
| Commercial Payer % | 24.4% | 61.2% | 41.9% | -1.69σ | P6 ▼ | P24 |
| Net-to-Gross Ratio | 64.9% | 33.3% | 32.9% | +1.26σ | P88 | P92 ▲ |
| Expense per Bed | 684,909 | $1.2M | 772,562 | -0.37σ | P29 | P40 |
| Revenue per Patient Day | 45,633 | 7,054 | 5,561 | +0.10σ | P97 ▲ | P98 ▲ |
| Payer Diversity Index | 0.369 | 0.473 | 0.500 | -0.47σ | P21 | P25 |
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% | $13.6M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2047 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0341 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 568,515 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6491 | nan | +nanσ |