Statistical Profile — UNIVERSITY OF KANSAS HOSPITAL
CCN 170040 | WYANDOTTE, KS | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
955
Beds
$2.58B
Net Revenue
-38.4%
Op Margin
77.0%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.5σ above national mean
- Net Patient Revenue: +5.1σ above national mean
- Operating Expenses: +6.9σ above national mean
- Net Income: -6.8σ below national mean
- Gross Patient Revenue: +6.3σ above national mean
- Total Patient Days: +4.6σ 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 | 955 | 63 | 25 | +4.50σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $2.58B | $59.7M | $19.2M | +5.06σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $3.58B | $62.7M | $22.5M | +6.89σ | P100 ▲ | P99 ▲ |
| Net Income | $-993.3M | $-2.1M | $-3.0M | -6.81σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $12.89B | $186.6M | $37.4M | +6.30σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 268,287 | 12,073 | 2,916 | +4.60σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 24.6% | 30.9% | 52.4% | -0.47σ | P34 | P16 |
| Medicaid Day % | 4.3% | 5.1% | 2.4% | -0.41σ | P45 | P63 |
| Operating Margin | -38.4% | -4.8% | -17.7% | -1.59σ | P9 ▼ | P16 |
| Revenue per Bed | $2.7M | $1.2M | 823,887 | +0.63σ | P89 | P97 ▲ |
| Occupancy Rate | 77.0% | 53.7% | 32.6% | +0.99σ | P82 | P95 ▲ |
| Commercial Payer % | 71.1% | 61.2% | 39.6% | +0.58σ | P72 | P87 |
| Net-to-Gross Ratio | 20.0% | 33.3% | 54.2% | -0.88σ | P18 | P9 ▼ |
| Expense per Bed | $3.7M | $1.2M | 988,935 | +0.90σ | P95 ▲ | P99 ▲ |
| Revenue per Patient Day | 9,635 | 7,054 | 8,637 | -0.04σ | P64 | P60 |
| Payer Diversity Index | 0.432 | 0.473 | 0.426 | -0.03σ | P35 | P50 |
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% | $2.58B | $2.13B | +1.77σ |
| Operating Margin | 2.1% | -0.3843 | -0.0171 | -1.93σ |
| Occupancy Rate | 44.3% | 0.7700 | 0.9780 | -1.14σ |
| Revenue Per Bed | 2.6% | $2.7M | $2.2M | +0.26σ |
| Net To Gross Ratio | 22.4% | 0.2005 | 0.1729 | +0.16σ |