Statistical Profile — ANDERSON COUNTY HOSPITAL
CCN 171316 | ANDERSON, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$27.8M
Net Revenue
-15.4%
Op Margin
35.9%
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.
- Medicare Day %: +2.1σ above 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 | 12 | 63 | 25 | -0.66σ | P3 ▼ | P4 ▼ |
| Net Patient Revenue | $27.8M | $59.7M | $19.2M | -0.41σ | P32 | P66 |
| Operating Expenses | $32.1M | $62.7M | $22.5M | -0.40σ | P34 | P64 |
| Net Income | $-4.3M | $-2.1M | $-3.0M | +0.06σ | P40 | P36 |
| Gross Patient Revenue | $41.5M | $186.6M | $37.4M | -0.44σ | P21 | P54 |
| Total Patient Days | 1,571 | 12,073 | 2,916 | -0.58σ | P13 | P30 |
| Medicare Day % | 74.9% | 30.9% | 52.4% | +2.05σ | P96 ▲ | P73 |
| Medicaid Day % | 0.4% | 5.1% | 2.4% | -0.72σ | P6 ▼ | P19 |
| Operating Margin | -15.4% | -4.8% | -17.7% | -0.44σ | P27 | P54 |
| Revenue per Bed | $2.3M | $1.2M | 823,887 | +0.43σ | P83 | P94 ▲ |
| Occupancy Rate | 35.9% | 53.7% | 32.6% | -0.63σ | P30 | P57 |
| Commercial Payer % | 24.7% | 61.2% | 39.6% | -1.68σ | P6 ▼ | P28 |
| Net-to-Gross Ratio | 67.1% | 33.3% | 54.2% | +1.37σ | P89 | P68 |
| Expense per Bed | $2.7M | $1.2M | 988,935 | +0.46σ | P87 | P95 ▲ |
| Revenue per Patient Day | 17,713 | 7,054 | 8,637 | -0.01σ | P85 | P88 |
| Payer Diversity Index | 0.378 | 0.473 | 0.426 | -0.41σ | P23 | P36 |
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% | $27.8M | $18.9M | +0.03σ |
| Operating Margin | 2.1% | -0.1539 | -0.0772 | -0.40σ |
| Occupancy Rate | 44.3% | 0.3587 | 0.3107 | +0.26σ |
| Revenue Per Bed | 2.6% | $2.3M | $1.5M | +0.42σ |
| Net To Gross Ratio | 22.4% | 0.6708 | 0.5399 | +0.76σ |