Statistical Profile — FROEDTERT MEM. LUTHERAN HOSPT.
CCN 520177 | MILWAUKEE, WI | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
731
Beds
$2.38B
Net Revenue
2.2%
Op Margin
83.8%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.3σ above national mean
- Net Patient Revenue: +4.6σ above national mean
- Operating Expenses: +4.3σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +3.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and WI (n=150) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | WI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 731 | 63 | 36 | +3.27σ | P98 ▲ | P99 ▲ |
| Net Patient Revenue | $2.38B | $59.7M | $79.3M | +4.63σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.33B | $62.7M | $77.8M | +4.33σ | P99 ▲ | P99 ▲ |
| Net Income | $52.9M | $-2.1M | 98,676 | +0.45σ | P95 ▲ | P96 ▲ |
| Gross Patient Revenue | $7.60B | $186.6M | $186.6M | +3.52σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 218,164 | 12,073 | 5,437 | +3.63σ | P98 ▲ | P99 ▲ |
| Medicare Day % | 21.7% | 30.9% | 33.4% | -0.61σ | P27 | P20 |
| Medicaid Day % | 8.9% | 5.1% | 4.9% | -0.04σ | P69 | P82 |
| Operating Margin | 2.2% | -4.8% | 0.4% | +0.43σ | P68 | P55 |
| Revenue per Bed | $3.3M | $1.2M | $1.9M | +0.92σ | P93 ▲ | P79 |
| Occupancy Rate | 83.8% | 53.7% | 45.7% | +1.26σ | P90 | P97 ▲ |
| Commercial Payer % | 69.3% | 61.2% | 59.8% | +0.50σ | P68 | P76 |
| Net-to-Gross Ratio | 31.4% | 33.3% | 39.0% | -0.34σ | P46 | P25 |
| Expense per Bed | $3.2M | $1.2M | $1.8M | +0.67σ | P92 ▲ | P81 |
| Revenue per Patient Day | 10,927 | 7,054 | 12,920 | -0.03σ | P70 | P40 |
| Payer Diversity Index | 0.464 | 0.473 | 0.492 | +0.19σ | P46 | P33 |
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% | $2.38B | $1.71B | +2.63σ |
| Operating Margin | 2.1% | 0.0222 | -0.0322 | +0.29σ |
| Occupancy Rate | 44.3% | 0.8385 | 1.0035 | -0.90σ |
| Revenue Per Bed | 2.6% | $3.3M | $2.4M | +0.46σ |
| Net To Gross Ratio | 22.4% | 0.3137 | 0.2861 | +0.16σ |