Statistical Profile — CHOCTAW MEMORIAL HOSPITAL
CCN 370100 | CHOCTAW, OK | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
34
Beds
$8.1M
Net Revenue
-29.5%
Op Margin
19.6%
Occupancy
0
Outlier Flags
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 | 34 | 63 | 36 | -0.54σ | P33 | P45 |
| Net Patient Revenue | $8.1M | $59.7M | $24.2M | -0.45σ | P6 ▼ | P15 |
| Operating Expenses | $10.5M | $62.7M | $27.4M | -0.44σ | P6 ▼ | P13 |
| Net Income | $-2.4M | $-2.1M | $-2.4M | +0.07σ | P48 | P49 |
| Gross Patient Revenue | $31.4M | $186.6M | $67.3M | -0.45σ | P15 | P32 |
| Total Patient Days | 2,434 | 12,073 | 4,669 | -0.57σ | P20 | P31 |
| Medicare Day % | 52.3% | 30.9% | 42.3% | +0.92σ | P82 | P66 |
| Medicaid Day % | 10.8% | 5.1% | 16.5% | +0.11σ | P74 | P42 |
| Operating Margin | -29.5% | -4.8% | -8.8% | -1.15σ | P13 | P16 |
| Revenue per Bed | 238,509 | $1.2M | 791,494 | -0.64σ | P7 ▼ | P10 |
| Occupancy Rate | 19.6% | 53.7% | 37.9% | -1.27σ | P13 | P22 |
| Commercial Payer % | 36.9% | 61.2% | 37.2% | -1.08σ | P15 | P48 |
| Net-to-Gross Ratio | 25.8% | 33.3% | 28.3% | -0.61σ | P31 | P42 |
| Expense per Bed | 308,864 | $1.2M | 891,796 | -0.52σ | P10 ▼ | P10 ▼ |
| Revenue per Patient Day | 3,332 | 7,054 | 6,241 | -0.06σ | P23 | P22 |
| Payer Diversity Index | 0.579 | 0.473 | 0.552 | +0.99σ | P89 | P58 |
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% | $8.1M | $9.3M | -0.00σ |
| Operating Margin | 2.1% | -0.2950 | -0.0827 | -1.12σ |
| Occupancy Rate | 44.3% | 0.1961 | 0.3758 | -0.98σ |
| Revenue Per Bed | 2.6% | 238,509 | $1.4M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.2584 | 0.4773 | -1.26σ |