Statistical Profile — ASHLAND HEALTH CENTER
CCN 171304 | CLARK, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$9.2M
Net Revenue
-25.5%
Op Margin
58.3%
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-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.3σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KS (n=152) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $9.2M | $59.7M | $19.2M | -0.45σ | P7 ▼ | P21 |
| Operating Expenses | $11.6M | $62.7M | $22.5M | -0.44σ | P8 ▼ | P22 |
| Net Income | $-2.4M | $-2.1M | $-3.0M | +0.07σ | P48 | P59 |
| Gross Patient Revenue | $5.8M | $186.6M | $37.4M | -0.46σ | P1 ▼ | P7 ▼ |
| Total Patient Days | 5,324 | 12,073 | 2,916 | -0.51σ | P35 | P67 |
| Medicare Day % | 6.0% | 30.9% | 52.4% | -1.40σ | P7 ▼ | P3 ▼ |
| Operating Margin | -25.5% | -4.8% | -17.7% | -0.95σ | P15 | P32 |
| Revenue per Bed | 368,672 | $1.2M | 823,887 | -0.58σ | P15 | P18 |
| Occupancy Rate | 58.3% | 53.7% | 32.6% | +0.26σ | P56 | P81 |
| Commercial Payer % | 94.0% | 61.2% | 39.6% | +1.70σ | P95 ▲ | P97 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 54.2% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 462,826 | $1.2M | 988,935 | -0.46σ | P19 | P20 |
| Revenue per Patient Day | 1,731 | 7,054 | 8,637 | -0.07σ | P14 | P13 |
| Payer Diversity Index | 0.112 | 0.473 | 0.426 | -2.27σ | P5 ▼ | P3 ▼ |
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% | $9.2M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2554 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5835 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 368,672 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |