Statistical Profile — CARNEGIE TRI-COUNTY MUNICIPAL HOSPIT
CCN 371334 | CADDO, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
17
Beds
$18.2M
Net Revenue
-16.6%
Op Margin
46.0%
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.
- Medicare Day %: +2.0σ above national mean
- Net-to-Gross Ratio: +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 | 17 | 63 | 36 | -0.64σ | P8 ▼ | P11 |
| Net Patient Revenue | $18.2M | $59.7M | $24.2M | -0.43σ | P20 | P40 |
| Operating Expenses | $21.2M | $62.7M | $27.4M | -0.42σ | P21 | P41 |
| Net Income | $-3.0M | $-2.1M | $-2.4M | +0.07σ | P45 | P44 |
| Gross Patient Revenue | $18.8M | $186.6M | $67.3M | -0.46σ | P8 ▼ | P15 |
| Total Patient Days | 2,856 | 12,073 | 4,669 | -0.56σ | P22 | P36 |
| Medicare Day % | 74.3% | 30.9% | 42.3% | +2.02σ | P96 ▲ | P85 |
| Medicaid Day % | 6.2% | 5.1% | 16.5% | -0.26σ | P57 | P30 |
| Operating Margin | -16.6% | -4.8% | -8.8% | -0.50σ | P25 | P38 |
| Revenue per Bed | $1.1M | $1.2M | 791,494 | -0.21σ | P45 | P62 |
| Occupancy Rate | 46.0% | 53.7% | 37.9% | -0.23σ | P41 | P56 |
| Commercial Payer % | 19.5% | 61.2% | 37.2% | -1.93σ | P4 ▼ | P12 |
| Net-to-Gross Ratio | 97.1% | 33.3% | 28.3% | +2.80σ | P98 ▲ | P98 ▲ |
| Expense per Bed | $1.2M | $1.2M | 891,796 | -0.13σ | P51 | P62 |
| Revenue per Patient Day | 6,383 | 7,054 | 6,241 | -0.05σ | P44 | P51 |
| Payer Diversity Index | 0.406 | 0.473 | 0.552 | -0.21σ | P29 | P20 |
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% | $18.2M | $34.1M | -0.06σ |
| Operating Margin | 2.1% | -0.1657 | -0.0867 | -0.42σ |
| Occupancy Rate | 44.3% | 0.4603 | 0.3162 | +0.79σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.5M | -0.21σ |
| Net To Gross Ratio | 22.4% | 0.9708 | 0.5583 | +2.38σ |