Statistical Profile — BANNER THUNDERBIRD MEDICAL CENTER
CCN 030089 | MARICOPA, AZ | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
539
Beds
$674.4M
Net Revenue
8.4%
Op Margin
64.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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
- 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 | 539 | 63 | 74 | +2.22σ | P96 ▲ | P98 ▲ |
| Net Patient Revenue | $674.4M | $59.7M | $55.1M | +0.97σ | P92 ▲ | P90 ▲ |
| Operating Expenses | $617.4M | $62.7M | $72.9M | +0.80σ | P91 ▲ | P89 |
| Net Income | $57.0M | $-2.1M | $-1.4M | +0.48σ | P95 ▲ | P94 ▲ |
| Gross Patient Revenue | $2.89B | $186.6M | $233.4M | +1.05σ | P92 ▲ | P88 |
| Total Patient Days | 127,231 | 12,073 | 14,894 | +1.86σ | P95 ▲ | P94 ▲ |
| Medicare Day % | 13.9% | 30.9% | 24.6% | -1.00σ | P15 | P22 |
| Medicaid Day % | 36.7% | 5.1% | 16.3% | +2.15σ | P95 ▲ | P78 |
| Operating Margin | 8.4% | -4.8% | -0.8% | +0.74σ | P80 | P75 |
| Revenue per Bed | $1.3M | $1.2M | $1.1M | -0.12σ | P52 | P55 |
| Occupancy Rate | 64.7% | 53.7% | 56.0% | +0.51σ | P64 | P59 |
| Commercial Payer % | 49.3% | 61.2% | 55.1% | -0.48σ | P30 | P34 |
| Net-to-Gross Ratio | 23.3% | 33.3% | 26.8% | -0.73σ | P25 | P40 |
| Expense per Bed | $1.1M | $1.2M | $1.1M | -0.18σ | P47 | P50 |
| Revenue per Patient Day | 5,301 | 7,054 | 5,700 | -0.06σ | P35 | P47 |
| Payer Diversity Index | 0.602 | 0.473 | 0.507 | +1.16σ | P93 ▲ | P77 |
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% | $674.4M | $821.0M | -0.57σ |
| Operating Margin | 2.1% | 0.0844 | -0.0944 | +0.94σ |
| Occupancy Rate | 44.3% | 0.6467 | 0.5536 | +0.51σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.2M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.2330 | 0.2999 | -0.39σ |