Statistical Profile — BEAUMONT HOSPITAL - DEARBORN
CCN 230020 | nan, MI | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
567
Beds
$671.1M
Net Revenue
-5.5%
Op Margin
69.4%
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: +2.4σ above national mean
- Total Patient Days: +2.2σ 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 | 567 | 63 | 55 | +2.37σ | P97 ▲ | P97 ▲ |
| Net Patient Revenue | $671.1M | $59.7M | $69.7M | +0.97σ | P92 ▲ | P91 ▲ |
| Operating Expenses | $708.0M | $62.7M | $72.4M | +0.99σ | P93 ▲ | P90 ▲ |
| Net Income | $-36.9M | $-2.1M | $-2.8M | -0.17σ | P13 | P17 |
| Gross Patient Revenue | $3.23B | $186.6M | $225.6M | +1.23σ | P93 ▲ | P95 ▲ |
| Total Patient Days | 143,596 | 12,073 | 11,507 | +2.18σ | P96 ▲ | P95 ▲ |
| Medicare Day % | 22.7% | 30.9% | 28.4% | -0.56σ | P30 | P28 |
| Medicaid Day % | 4.3% | 5.1% | 3.4% | -0.41σ | P45 | P67 |
| Operating Margin | -5.5% | -4.8% | -5.2% | +0.05σ | P48 | P49 |
| Revenue per Bed | $1.2M | $1.2M | $1.5M | -0.15σ | P50 | P38 |
| Occupancy Rate | 69.4% | 53.7% | 54.2% | +0.69σ | P71 | P67 |
| Commercial Payer % | 73.0% | 61.2% | 67.4% | +0.68σ | P76 | P73 |
| Net-to-Gross Ratio | 20.8% | 33.3% | 34.6% | -0.85σ | P20 | P11 |
| Expense per Bed | $1.2M | $1.2M | $1.5M | -0.13σ | P51 | P39 |
| Revenue per Patient Day | 4,673 | 7,054 | 8,899 | -0.06σ | P30 | P23 |
| Payer Diversity Index | 0.414 | 0.473 | 0.453 | -0.16σ | P31 | P28 |
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% | $671.1M | $1.10B | -1.66σ |
| Operating Margin | 2.1% | -0.0550 | -0.0423 | -0.07σ |
| Occupancy Rate | 44.3% | 0.6939 | 0.6571 | +0.20σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.6M | -0.23σ |
| Net To Gross Ratio | 22.4% | 0.2076 | 0.2228 | -0.09σ |