Statistical Profile — UNIVERSITY OF IOWA HOSP & CLINICS
CCN 160058 | nan, IA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
727
Beds
$2.25B
Net Revenue
-8.2%
Op Margin
83.0%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.3σ above national mean
- Net Patient Revenue: +4.3σ above national mean
- Operating Expenses: +4.5σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +3.7σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IA (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 727 | 63 | 25 | +3.25σ | P98 ▲ | P99 ▲ |
| Net Patient Revenue | $2.25B | $59.7M | $36.8M | +4.35σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.44B | $62.7M | $38.8M | +4.54σ | P99 ▲ | P99 ▲ |
| Net Income | $-185.1M | $-2.1M | $-3.0M | -1.20σ | P3 ▼ | P0 ▼ |
| Gross Patient Revenue | $7.63B | $186.6M | $73.9M | +3.54σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 220,210 | 12,073 | 2,364 | +3.67σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 21.7% | 30.9% | 53.5% | -0.61σ | P28 | P4 ▼ |
| Medicaid Day % | 1.1% | 5.1% | 3.2% | -0.66σ | P16 | P32 |
| Operating Margin | -8.2% | -4.8% | -8.2% | -0.09σ | P41 | P49 |
| Revenue per Bed | $3.1M | $1.2M | $1.3M | +0.83σ | P92 ▲ | P94 ▲ |
| Occupancy Rate | 83.0% | 53.7% | 26.6% | +1.23σ | P89 | P97 ▲ |
| Commercial Payer % | 77.2% | 61.2% | 41.3% | +0.88σ | P83 | P98 ▲ |
| Net-to-Gross Ratio | 29.5% | 33.3% | 50.8% | -0.43σ | P41 | P13 |
| Expense per Bed | $3.3M | $1.2M | $1.4M | +0.74σ | P93 ▲ | P95 ▲ |
| Revenue per Patient Day | 10,218 | 7,054 | 16,230 | -0.04σ | P67 | P25 |
| Payer Diversity Index | 0.357 | 0.473 | 0.488 | -0.56σ | P20 | P7 ▼ |
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% | $2.25B | $1.76B | +1.90σ |
| Operating Margin | 2.1% | -0.0823 | -0.0284 | -0.28σ |
| Occupancy Rate | 44.3% | 0.8303 | 0.9811 | -0.83σ |
| Revenue Per Bed | 2.6% | $3.1M | $2.4M | +0.37σ |
| Net To Gross Ratio | 22.4% | 0.2948 | 0.2848 | +0.06σ |