Statistical Profile — CHEROKEE MEDICAL CENTER
CCN 010022 | CHEROKEE, AL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
45
Beds
$18.6M
Net Revenue
6.0%
Op Margin
27.4%
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.
- Medicaid Day %: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AL (n=115) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 45 | 63 | 53 | -0.48σ | P41 | P38 |
| Net Patient Revenue | $18.6M | $59.7M | $33.0M | -0.43σ | P20 | P30 |
| Operating Expenses | $17.5M | $62.7M | $35.6M | -0.43σ | P16 | P24 |
| Net Income | $1.1M | $-2.1M | $-3.0M | +0.09σ | P69 | P77 |
| Gross Patient Revenue | $92.9M | $186.6M | $125.2M | -0.42σ | P38 | P45 |
| Total Patient Days | 4,493 | 12,073 | 8,479 | -0.53σ | P31 | P35 |
| Medicare Day % | 15.8% | 30.9% | 27.7% | -0.91σ | P17 | P14 |
| Medicaid Day % | 40.7% | 5.1% | 13.9% | +2.47σ | P96 ▲ | P93 ▲ |
| Operating Margin | 6.0% | -4.8% | -8.5% | +0.62σ | P75 | P80 |
| Revenue per Bed | 412,540 | $1.2M | 597,590 | -0.55σ | P17 | P27 |
| Occupancy Rate | 27.4% | 53.7% | 41.0% | -0.96σ | P21 | P32 |
| Commercial Payer % | 43.5% | 61.2% | 55.6% | -0.76σ | P22 | P21 |
| Net-to-Gross Ratio | 20.0% | 33.3% | 30.6% | -0.88σ | P18 | P22 |
| Expense per Bed | 387,926 | $1.2M | 673,922 | -0.49σ | P15 | P21 |
| Revenue per Patient Day | 4,132 | 7,054 | 4,552 | -0.06σ | P26 | P43 |
| Payer Diversity Index | 0.620 | 0.473 | 0.525 | +1.28σ | P95 ▲ | P89 |
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% | $18.6M | $13.1M | +0.02σ |
| Operating Margin | 2.1% | 0.0597 | -0.1159 | +0.92σ |
| Occupancy Rate | 44.3% | 0.2735 | 0.5226 | -1.36σ |
| Revenue Per Bed | 2.6% | 412,540 | $1.3M | -0.48σ |
| Net To Gross Ratio | 22.4% | 0.1999 | 0.4623 | -1.51σ |