Statistical Profile — JULIAN F KEITH - ADATC
CCN 344023 | BUNCOMBE, NC | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
80
Beds
$34.4M
Net Revenue
11.1%
Op Margin
49.3%
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.
- Net-to-Gross Ratio: +2.9σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NC (n=129) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NC Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 80 | 63 | 100 | -0.29σ | P55 | P42 |
| Net Patient Revenue | $34.4M | $59.7M | $103.3M | -0.40σ | P37 | P23 |
| Operating Expenses | $30.6M | $62.7M | $102.7M | -0.40σ | P32 | P21 |
| Net Income | $3.8M | $-2.1M | $-1.9M | +0.11σ | P77 | P68 |
| Gross Patient Revenue | $34.4M | $186.6M | $385.8M | -0.45σ | P17 | P7 ▼ |
| Total Patient Days | 14,390 | 12,073 | 18,992 | -0.33σ | P54 | P41 |
| Medicare Day % | 2.8% | 30.9% | 27.3% | -1.56σ | P4 ▼ | P5 ▼ |
| Medicaid Day % | 12.7% | 5.1% | 5.2% | +0.26σ | P78 | P91 ▲ |
| Operating Margin | 11.1% | -4.8% | -2.0% | +0.87σ | P83 | P81 |
| Revenue per Bed | 429,579 | $1.2M | $1.4M | -0.54σ | P18 | P13 |
| Occupancy Rate | 49.3% | 53.7% | 58.8% | -0.10σ | P44 | P31 |
| Commercial Payer % | 84.6% | 61.2% | 67.0% | +1.24σ | P90 | P91 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 29.5% | +2.94σ | P98 ▲ | P95 ▲ |
| Expense per Bed | 382,104 | $1.2M | $1.4M | -0.49σ | P14 | P10 |
| Revenue per Patient Day | 2,388 | 7,054 | 6,521 | -0.07σ | P20 | P14 |
| Payer Diversity Index | 0.268 | 0.473 | 0.466 | -1.18σ | P12 | P8 ▼ |
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% | $34.4M | $59.0M | -0.10σ |
| Operating Margin | 2.1% | 0.1105 | -0.0554 | +0.87σ |
| Occupancy Rate | 44.3% | 0.4928 | 0.5979 | -0.58σ |
| Revenue Per Bed | 2.6% | 429,579 | $1.6M | -0.59σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.2912 | +4.09σ |