Statistical Profile — BANNER DESERT MEDICAL CENTER
CCN 030065 | MARICOPA, AZ | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
629
Beds
$833.1M
Net Revenue
12.6%
Op Margin
72.9%
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: +2.7σ above national mean
- Total Patient Days: +2.6σ above national mean
- Medicaid Day %: +2.2σ 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 | 629 | 63 | 74 | +2.71σ | P97 ▲ | P98 ▲ |
| Net Patient Revenue | $833.1M | $59.7M | $55.1M | +1.31σ | P94 ▲ | P93 ▲ |
| Operating Expenses | $727.7M | $62.7M | $72.9M | +1.03σ | P93 ▲ | P93 ▲ |
| Net Income | $105.4M | $-2.1M | $-1.4M | +0.82σ | P98 ▲ | P98 ▲ |
| Gross Patient Revenue | $3.54B | $186.6M | $233.4M | +1.39σ | P94 ▲ | P91 ▲ |
| Total Patient Days | 167,410 | 12,073 | 14,894 | +2.64σ | P97 ▲ | P98 ▲ |
| Medicare Day % | 14.2% | 30.9% | 24.6% | -0.99σ | P15 | P23 |
| Medicaid Day % | 37.6% | 5.1% | 16.3% | +2.22σ | P95 ▲ | P79 |
| Operating Margin | 12.6% | -4.8% | -0.8% | +0.95σ | P86 | P83 |
| Revenue per Bed | $1.3M | $1.2M | $1.1M | -0.08σ | P55 | P59 |
| Occupancy Rate | 72.9% | 53.7% | 56.0% | +0.83σ | P76 | P72 |
| Commercial Payer % | 48.2% | 61.2% | 55.1% | -0.53σ | P28 | P32 |
| Net-to-Gross Ratio | 23.6% | 33.3% | 26.8% | -0.71σ | P26 | P41 |
| Expense per Bed | $1.2M | $1.2M | $1.1M | -0.17σ | P47 | P50 |
| Revenue per Patient Day | 4,976 | 7,054 | 5,700 | -0.06σ | P32 | P41 |
| Payer Diversity Index | 0.606 | 0.473 | 0.507 | +1.18σ | P93 ▲ | P81 |
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% | $833.1M | $1.12B | -1.11σ |
| Operating Margin | 2.1% | 0.1265 | -0.0818 | +1.10σ |
| Occupancy Rate | 44.3% | 0.7292 | 0.7089 | +0.11σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.6M | -0.14σ |
| Net To Gross Ratio | 22.4% | 0.2356 | 0.3139 | -0.45σ |