Statistical Profile — CLAY COUNTY MEDICAL CENTER
CCN 171371 | CLAY, KS | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$30.5M
Net Revenue
-14.5%
Op Margin
39.4%
Occupancy
0
Outlier Flags
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 | 20 | 63 | 25 | -0.62σ | P10 | P26 |
| Net Patient Revenue | $30.5M | $59.7M | $19.2M | -0.41σ | P34 | P70 |
| Operating Expenses | $34.9M | $62.7M | $22.5M | -0.39σ | P36 | P67 |
| Net Income | $-4.4M | $-2.1M | $-3.0M | +0.06σ | P39 | P36 |
| Gross Patient Revenue | $54.4M | $186.6M | $37.4M | -0.44σ | P26 | P62 |
| Total Patient Days | 2,875 | 12,073 | 2,916 | -0.56σ | P22 | P49 |
| Medicare Day % | 70.5% | 30.9% | 52.4% | +1.83σ | P94 ▲ | P64 |
| Operating Margin | -14.5% | -4.8% | -17.7% | -0.40σ | P28 | P58 |
| Revenue per Bed | $1.5M | $1.2M | 823,887 | +0.02σ | P63 | P80 |
| Occupancy Rate | 39.4% | 53.7% | 32.6% | -0.49σ | P34 | P64 |
| Commercial Payer % | 29.5% | 61.2% | 39.6% | -1.44σ | P9 ▼ | P38 |
| Net-to-Gross Ratio | 56.0% | 33.3% | 54.2% | +0.84σ | P80 | P52 |
| Expense per Bed | $1.7M | $1.2M | 988,935 | +0.07σ | P69 | P82 |
| Revenue per Patient Day | 10,598 | 7,054 | 8,637 | -0.04σ | P68 | P66 |
| Payer Diversity Index | 0.416 | 0.473 | 0.426 | -0.15σ | P31 | P48 |
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% | $30.5M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1452 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.3938 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $1.5M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.5599 | nan | +nanσ |