Statistical Profile — WILLIAM BEAUMONT HOSPITAL - TROY
CCN 230269 | OAKLAND, MI | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
484
Beds
$747.4M
Net Revenue
2.3%
Op Margin
84.2%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Total Patient Days: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MI (n=163) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 484 | 63 | 55 | +1.92σ | P95 ▲ | P95 ▲ |
| Net Patient Revenue | $747.4M | $59.7M | $69.7M | +1.13σ | P93 ▲ | P94 ▲ |
| Operating Expenses | $729.9M | $62.7M | $72.4M | +1.03σ | P93 ▲ | P91 ▲ |
| Net Income | $17.5M | $-2.1M | $-2.8M | +0.21σ | P89 | P97 ▲ |
| Gross Patient Revenue | $3.48B | $186.6M | $225.6M | +1.36σ | P94 ▲ | P96 ▲ |
| Total Patient Days | 148,695 | 12,073 | 11,507 | +2.28σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 33.6% | 30.9% | 28.4% | -0.02σ | P56 | P72 |
| Medicaid Day % | 2.5% | 5.1% | 3.4% | -0.55σ | P30 | P34 |
| Operating Margin | 2.3% | -4.8% | -5.2% | +0.44σ | P68 | P75 |
| Revenue per Bed | $1.5M | $1.2M | $1.5M | +0.03σ | P64 | P51 |
| Occupancy Rate | 84.2% | 53.7% | 54.2% | +1.27σ | P90 ▲ | P90 ▲ |
| Commercial Payer % | 63.9% | 61.2% | 67.4% | +0.24σ | P56 | P31 |
| Net-to-Gross Ratio | 21.5% | 33.3% | 34.6% | -0.81σ | P22 | P12 |
| Expense per Bed | $1.5M | $1.2M | $1.5M | -0.03σ | P60 | P48 |
| Revenue per Patient Day | 5,026 | 7,054 | 8,899 | -0.06σ | P33 | P24 |
| Payer Diversity Index | 0.478 | 0.473 | 0.453 | +0.29σ | P52 | P66 |
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% | $747.4M | $1.25B | -1.97σ |
| Operating Margin | 2.1% | 0.0234 | 0.0002 | +0.12σ |
| Occupancy Rate | 44.3% | 0.8417 | 0.9347 | -0.51σ |
| Revenue Per Bed | 2.6% | $1.5M | $2.4M | -0.43σ |
| Net To Gross Ratio | 22.4% | 0.2148 | 0.2402 | -0.15σ |