Statistical Profile — BANNER BAYWOOD MEDICAL CENTER
CCN 030088 | MARICOPA, AZ | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
323
Beds
$1.39B
Net Revenue
79.1%
Op Margin
54.4%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.5σ above national mean
- Net Income: +7.7σ above national mean
- Operating Margin: +4.3σ above national mean
- Net-to-Gross Ratio: +2.9σ 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 | 323 | 63 | 74 | +1.04σ | P89 | P88 |
| Net Patient Revenue | $1.39B | $59.7M | $55.1M | +2.50σ | P98 ▲ | P97 ▲ |
| Operating Expenses | $290.8M | $62.7M | $72.9M | +0.13σ | P80 | P79 |
| Net Income | $1.10B | $-2.1M | $-1.4M | +7.72σ | P100 ▲ | P98 ▲ |
| Gross Patient Revenue | $1.39B | $186.6M | $233.4M | +0.26σ | P81 | P72 |
| Total Patient Days | 64,176 | 12,073 | 14,894 | +0.63σ | P85 | P85 |
| Medicare Day % | 28.4% | 30.9% | 24.6% | -0.28σ | P44 | P58 |
| Medicaid Day % | 13.2% | 5.1% | 16.3% | +0.30σ | P79 | P46 |
| Operating Margin | 79.1% | -4.8% | -0.8% | +4.26σ | P100 ▲ | P98 ▲ |
| Revenue per Bed | $4.3M | $1.2M | $1.1M | +1.46σ | P97 ▲ | P95 ▲ |
| Occupancy Rate | 54.4% | 53.7% | 56.0% | +0.10σ | P51 | P46 |
| Commercial Payer % | 58.3% | 61.2% | 55.1% | -0.04σ | P45 | P57 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 26.8% | +2.94σ | P98 ▲ | P96 ▲ |
| Expense per Bed | 900,352 | $1.2M | $1.1M | -0.28σ | P37 | P40 |
| Revenue per Patient Day | 21,645 | 7,054 | 5,700 | +0.01σ | P90 | P90 ▲ |
| Payer Diversity Index | 0.561 | 0.473 | 0.507 | +0.87σ | P86 | P60 |
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% | $1.39B | $453.4M | +3.66σ |
| Operating Margin | 2.1% | 0.7906 | -0.0608 | +4.48σ |
| Occupancy Rate | 44.3% | 0.5443 | 0.4640 | +0.44σ |
| Revenue Per Bed | 2.6% | $4.3M | $1.2M | +1.59σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.2635 | +4.25σ |