Statistical Profile — CHOCTAW REGIONAL MEDICAL CENTER
CCN 251334 | CHOCTAW, MS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$20.5M
Net Revenue
-12.5%
Op Margin
35.8%
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.
- Medicare Day %: +2.3σ 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 | 15 | 63 | 38 | -0.65σ | P5 ▼ | P3 ▼ |
| Net Patient Revenue | $20.5M | $59.7M | $26.2M | -0.43σ | P23 | P40 |
| Operating Expenses | $23.1M | $62.7M | $27.2M | -0.42σ | P24 | P40 |
| Net Income | $-2.6M | $-2.1M | $-2.7M | +0.07σ | P47 | P53 |
| Gross Patient Revenue | $34.5M | $186.6M | $69.8M | -0.45σ | P17 | P25 |
| Total Patient Days | 1,959 | 12,073 | 5,032 | -0.57σ | P16 | P15 |
| Medicare Day % | 80.2% | 30.9% | 46.7% | +2.32σ | P98 ▲ | P88 |
| Medicaid Day % | 0.2% | 5.1% | 6.6% | -0.73σ | P3 ▼ | P3 ▼ |
| Operating Margin | -12.5% | -4.8% | -12.5% | -0.30σ | P32 | P50 |
| Revenue per Bed | $1.4M | $1.2M | 689,029 | -0.06σ | P57 | P87 |
| Occupancy Rate | 35.8% | 53.7% | 38.6% | -0.63σ | P30 | P44 |
| Commercial Payer % | 19.6% | 61.2% | 41.9% | -1.93σ | P4 ▼ | P13 |
| Net-to-Gross Ratio | 59.4% | 33.3% | 32.9% | +1.00σ | P84 | P85 |
| Expense per Bed | $1.5M | $1.2M | 772,562 | -0.01σ | P62 | P87 |
| Revenue per Patient Day | 10,461 | 7,054 | 5,561 | -0.04σ | P68 | P87 |
| Payer Diversity Index | 0.318 | 0.473 | 0.500 | -0.83σ | P16 | P16 |
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% | $20.5M | $25.5M | -0.02σ |
| Operating Margin | 2.1% | -0.1253 | -0.0804 | -0.24σ |
| Occupancy Rate | 44.3% | 0.3578 | 0.2847 | +0.40σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.5M | -0.06σ |
| Net To Gross Ratio | 22.4% | 0.5943 | 0.5577 | +0.21σ |