Statistical Profile — CHICKASAW NATION MEDICAL CENTER
CCN 370180 | PONTOTOC, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
72
Beds
—
Net Revenue
nan%
Op Margin
32.9%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Income: -2.4σ below national mean
- Medicaid Day %: +2.8σ 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 | 72 | 63 | 36 | -0.34σ | P53 | P74 |
| Operating Expenses | $362.6M | $62.7M | $27.4M | +0.28σ | P84 | P94 ▲ |
| Net Income | $-362.6M | $-2.1M | $-2.4M | -2.43σ | P1 ▼ | P0 ▼ |
| Total Patient Days | 8,650 | 12,073 | 4,669 | -0.44σ | P44 | P66 |
| Medicare Day % | 23.2% | 30.9% | 42.3% | -0.54σ | P31 | P15 |
| Medicaid Day % | 44.6% | 5.1% | 16.5% | +2.78σ | P97 ▲ | P90 |
| Occupancy Rate | 32.9% | 53.7% | 37.9% | -0.74σ | P27 | P43 |
| Commercial Payer % | 32.2% | 61.2% | 37.2% | -1.31σ | P11 | P33 |
| Expense per Bed | $5.0M | $1.2M | 891,796 | +1.43σ | P98 ▲ | P97 ▲ |
| Payer Diversity Index | 0.644 | 0.473 | 0.552 | +1.45σ | P98 ▲ | P80 |
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% | 0.3291 | 0.4703 | -0.77σ |