Statistical Profile — CHOCTAW NATION HEALTH CARE CENTER
CCN 370172 | LE FLORE, OK | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
44
Beds
—
Net Revenue
nan%
Op Margin
17.0%
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.
- Medicaid Day %: +3.9σ above national mean
- Commercial Payer %: -2.3σ below national mean
- Expense per Bed: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 44 | 63 | 36 | -0.49σ | P40 | P58 |
| Operating Expenses | $295.9M | $62.7M | $27.4M | +0.14σ | P80 | P90 ▲ |
| Net Income | $-295.9M | $-2.1M | $-2.4M | -1.97σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 2,674 | 12,073 | 4,669 | -0.56σ | P21 | P34 |
| Medicare Day % | 28.3% | 30.9% | 42.3% | -0.28σ | P44 | P25 |
| Medicaid Day % | 59.4% | 5.1% | 16.5% | +3.95σ | P99 ▲ | P96 ▲ |
| Occupancy Rate | 17.0% | 53.7% | 37.9% | -1.37σ | P11 | P20 |
| Commercial Payer % | 12.3% | 61.2% | 37.2% | -2.28σ | P1 ▼ | P5 ▼ |
| Expense per Bed | $6.7M | $1.2M | 891,796 | +2.13σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.552 | 0.473 | 0.552 | +0.80σ | P85 | P50 |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.1704 | 0.4425 | -1.49σ |