Statistical Profile — LOYOLA UNIVERSITY MEDICAL CENTER
CCN 140276 | nan, IL | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
516
Beds
$1.40B
Net Revenue
-9.9%
Op Margin
65.8%
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.
- Beds: +2.1σ above national mean
- Net Patient Revenue: +2.5σ above national mean
- Operating Expenses: +2.7σ above national mean
- Gross Patient Revenue: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IL (n=208) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 516 | 63 | 110 | +2.10σ | P96 ▲ | P96 ▲ |
| Net Patient Revenue | $1.40B | $59.7M | $87.9M | +2.53σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.54B | $62.7M | $99.1M | +2.71σ | P98 ▲ | P98 ▲ |
| Net Income | $-139.2M | $-2.1M | $-4.0M | -0.88σ | P3 ▼ | P3 ▼ |
| Gross Patient Revenue | $4.88B | $186.6M | $329.5M | +2.09σ | P97 ▲ | P96 ▲ |
| Total Patient Days | 124,087 | 12,073 | 16,983 | +1.80σ | P95 ▲ | P95 ▲ |
| Medicare Day % | 23.6% | 30.9% | 35.8% | -0.52σ | P32 | P20 |
| Medicaid Day % | 2.4% | 5.1% | 3.5% | -0.56σ | P30 | P35 |
| Operating Margin | -9.9% | -4.8% | -5.3% | -0.17σ | P37 | P35 |
| Revenue per Bed | $2.7M | $1.2M | $1.4M | +0.64σ | P89 | P89 |
| Occupancy Rate | 65.8% | 53.7% | 48.0% | +0.55σ | P66 | P69 |
| Commercial Payer % | 74.0% | 61.2% | 60.2% | +0.73σ | P78 | P83 |
| Net-to-Gross Ratio | 28.8% | 33.3% | 31.2% | -0.47σ | P39 | P42 |
| Expense per Bed | $3.0M | $1.2M | $1.4M | +0.59σ | P90 ▲ | P93 ▲ |
| Revenue per Patient Day | 11,307 | 7,054 | 8,284 | -0.03σ | P71 | P64 |
| Payer Diversity Index | 0.396 | 0.473 | 0.485 | -0.29σ | P26 | P18 |
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% | $1.40B | $940.4M | +1.81σ |
| Operating Margin | 2.1% | -0.0992 | -0.0422 | -0.30σ |
| Occupancy Rate | 44.3% | 0.6576 | 0.5920 | +0.36σ |
| Revenue Per Bed | 2.6% | $2.7M | $1.5M | +0.64σ |
| Net To Gross Ratio | 22.4% | 0.2875 | 0.2110 | +0.44σ |