Statistical Profile — BANNER UNIVERSITY MED CENTER TUCSON
CCN 030064 | PIMA, AZ | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
533
Beds
$1.03B
Net Revenue
-4.6%
Op Margin
81.2%
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: +2.2σ above national mean
- Total Patient Days: +2.3σ above national mean
- Medicaid Day %: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AZ (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AZ Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 533 | 63 | 74 | +2.19σ | P96 ▲ | P97 ▲ |
| Net Patient Revenue | $1.03B | $59.7M | $55.1M | +1.72σ | P96 ▲ | P94 ▲ |
| Operating Expenses | $1.07B | $62.7M | $72.9M | +1.74σ | P96 ▲ | P96 ▲ |
| Net Income | $-46.8M | $-2.1M | $-1.4M | -0.24σ | P11 | P13 |
| Gross Patient Revenue | $3.66B | $186.6M | $233.4M | +1.46σ | P94 ▲ | P93 ▲ |
| Total Patient Days | 149,253 | 12,073 | 14,894 | +2.29σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 14.3% | 30.9% | 24.6% | -0.98σ | P15 | P24 |
| Medicaid Day % | 40.6% | 5.1% | 16.3% | +2.46σ | P96 ▲ | P86 |
| Operating Margin | -4.6% | -4.8% | -0.8% | +0.10σ | P51 | P35 |
| Revenue per Bed | $1.9M | $1.2M | $1.1M | +0.23σ | P75 | P79 |
| Occupancy Rate | 81.2% | 53.7% | 56.0% | +1.16σ | P87 | P87 |
| Commercial Payer % | 45.0% | 61.2% | 55.1% | -0.69σ | P24 | P22 |
| Net-to-Gross Ratio | 28.0% | 33.3% | 26.8% | -0.50σ | P37 | P53 |
| Expense per Bed | $2.0M | $1.2M | $1.1M | +0.18σ | P76 | P77 |
| Revenue per Patient Day | 6,869 | 7,054 | 5,700 | -0.05σ | P48 | P58 |
| Payer Diversity Index | 0.612 | 0.473 | 0.507 | +1.22σ | P94 ▲ | P85 |
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% | $1.03B | $1.01B | +0.05σ |
| Operating Margin | 2.1% | -0.0456 | -0.0862 | +0.21σ |
| Occupancy Rate | 44.3% | 0.8117 | 0.8154 | -0.02σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.9M | +0.03σ |
| Net To Gross Ratio | 22.4% | 0.2797 | 0.3770 | -0.56σ |