Statistical Profile — WESLEY MEDICAL CENTER
CCN 170123 | SEDGWICK, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
568
Beds
$706.4M
Net Revenue
23.2%
Op Margin
72.1%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.4σ above national mean
- Gross Patient Revenue: +2.9σ above national mean
- Total Patient Days: +2.3σ 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 | 568 | 63 | 25 | +2.38σ | P97 ▲ | P98 ▲ |
| Net Patient Revenue | $706.4M | $59.7M | $19.2M | +1.04σ | P93 ▲ | P98 ▲ |
| Operating Expenses | $542.5M | $62.7M | $22.5M | +0.65σ | P89 | P97 ▲ |
| Net Income | $163.9M | $-2.1M | $-3.0M | +1.23σ | P99 ▲ | P99 ▲ |
| Gross Patient Revenue | $6.48B | $186.6M | $37.4M | +2.93σ | P98 ▲ | P99 ▲ |
| Total Patient Days | 151,954 | 12,073 | 2,916 | +2.34σ | P96 ▲ | P98 ▲ |
| Medicare Day % | 24.4% | 30.9% | 52.4% | -0.48σ | P34 | P16 |
| Medicaid Day % | 7.6% | 5.1% | 2.4% | -0.15σ | P64 | P74 |
| Operating Margin | 23.2% | -4.8% | -17.7% | +1.48σ | P95 ▲ | P99 ▲ |
| Revenue per Bed | $1.2M | $1.2M | 823,887 | -0.12σ | P52 | P71 |
| Occupancy Rate | 72.1% | 53.7% | 32.6% | +0.80σ | P75 | P91 ▲ |
| Commercial Payer % | 68.0% | 61.2% | 39.6% | +0.43σ | P65 | P84 |
| Net-to-Gross Ratio | 10.9% | 33.3% | 54.2% | -1.32σ | P3 ▼ | P1 ▼ |
| Expense per Bed | 955,165 | $1.2M | 988,935 | -0.25σ | P39 | P47 |
| Revenue per Patient Day | 4,649 | 7,054 | 8,637 | -0.06σ | P29 | P25 |
| Payer Diversity Index | 0.472 | 0.473 | 0.426 | +0.25σ | P50 | P64 |
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% | $706.4M | $1.17B | -1.81σ |
| Operating Margin | 2.1% | 0.2320 | -0.0350 | +1.41σ |
| Occupancy Rate | 44.3% | 0.7212 | 0.7220 | -0.00σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.8M | -0.28σ |
| Net To Gross Ratio | 22.4% | 0.1090 | 0.2297 | -0.70σ |