Statistical Profile — KANSAS MEDICAL CENTER
CCN 170197 | BUTLER, KS | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
58
Beds
$59.2M
Net Revenue
3.2%
Op Margin
42.4%
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 | 58 | 63 | 25 | -0.41σ | P47 | P82 |
| Net Patient Revenue | $59.2M | $59.7M | $19.2M | -0.34σ | P50 | P82 |
| Operating Expenses | $57.3M | $62.7M | $22.5M | -0.35σ | P48 | P80 |
| Net Income | $1.9M | $-2.1M | $-3.0M | +0.10σ | P72 | P91 ▲ |
| Gross Patient Revenue | $154.8M | $186.6M | $37.4M | -0.38σ | P46 | P77 |
| Total Patient Days | 8,974 | 12,073 | 2,916 | -0.44σ | P45 | P80 |
| Medicare Day % | 48.6% | 30.9% | 52.4% | +0.73σ | P79 | P45 |
| Medicaid Day % | 0.5% | 5.1% | 2.4% | -0.71σ | P7 ▼ | P23 |
| Operating Margin | 3.2% | -4.8% | -17.7% | +0.48σ | P70 | P89 |
| Revenue per Bed | $1.0M | $1.2M | 823,887 | -0.24σ | P43 | P64 |
| Occupancy Rate | 42.4% | 53.7% | 32.6% | -0.37σ | P37 | P68 |
| Commercial Payer % | 50.9% | 61.2% | 39.6% | -0.40σ | P32 | P65 |
| Net-to-Gross Ratio | 38.2% | 33.3% | 54.2% | -0.01σ | P59 | P34 |
| Expense per Bed | 987,662 | $1.2M | 988,935 | -0.24σ | P40 | P49 |
| Revenue per Patient Day | 6,592 | 7,054 | 8,637 | -0.05σ | P46 | P34 |
| Payer Diversity Index | 0.504 | 0.473 | 0.426 | +0.47σ | P68 | P76 |
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% | $59.2M | $59.5M | -0.00σ |
| Operating Margin | 2.1% | 0.0316 | -0.0555 | +0.46σ |
| Occupancy Rate | 44.3% | 0.4239 | 0.4187 | +0.03σ |
| Revenue Per Bed | 2.6% | $1.0M | $1.5M | -0.26σ |
| Net To Gross Ratio | 22.4% | 0.3821 | 0.4006 | -0.11σ |