Statistical Profile — EDWARDS COUNTY HOSPITAL
CCN 171317 | EDWARDS, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$9.1M
Net Revenue
-22.2%
Op Margin
28.8%
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 | $9.1M | $59.7M | $19.2M | -0.45σ | P7 ▼ | P20 |
| Operating Expenses | $11.1M | $62.7M | $22.5M | -0.44σ | P7 ▼ | P18 |
| Net Income | $-2.0M | $-2.1M | $-3.0M | +0.07σ | P50 | P65 |
| Gross Patient Revenue | $14.9M | $186.6M | $37.4M | -0.46σ | P6 ▼ | P25 |
| Total Patient Days | 1,262 | 12,073 | 2,916 | -0.59σ | P10 | P24 |
| Medicare Day % | 75.5% | 30.9% | 52.4% | +2.08σ | P96 ▲ | P76 |
| Operating Margin | -22.2% | -4.8% | -17.7% | -0.78σ | P18 | P38 |
| Revenue per Bed | 757,643 | $1.2M | 823,887 | -0.38σ | P34 | P48 |
| Occupancy Rate | 28.8% | 53.7% | 32.6% | -0.91σ | P23 | P45 |
| Commercial Payer % | 24.5% | 61.2% | 39.6% | -1.69σ | P6 ▼ | P26 |
| Net-to-Gross Ratio | 60.9% | 33.3% | 54.2% | +1.07σ | P85 | P62 |
| Expense per Bed | 926,100 | $1.2M | 988,935 | -0.27σ | P38 | P44 |
| Revenue per Patient Day | 7,204 | 7,054 | 8,637 | -0.05σ | P51 | P38 |
| Payer Diversity Index | 0.370 | 0.473 | 0.426 | -0.47σ | P21 | P34 |
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% | $9.1M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2223 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2881 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 757,643 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6090 | nan | +nanσ |