Statistical Profile — LINDEN OAKS HOSPITAL
CCN 144035 | DUPAGE, IL | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
110
Beds
$25.8M
Net Revenue
-30.8%
Op Margin
57.4%
Occupancy
0
Outlier Flags
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 | 110 | 63 | 110 | -0.13σ | P64 | P50 |
| Net Patient Revenue | $25.8M | $59.7M | $87.9M | -0.42σ | P29 | P10 |
| Operating Expenses | $33.7M | $62.7M | $99.1M | -0.40σ | P35 | P21 |
| Net Income | $-7.9M | $-2.1M | $-4.0M | +0.03σ | P31 | P42 |
| Gross Patient Revenue | $61.4M | $186.6M | $329.5M | -0.43σ | P29 | P12 |
| Total Patient Days | 11,621 | 12,073 | 16,983 | -0.39σ | P49 | P43 |
| Medicare Day % | 12.2% | 30.9% | 35.8% | -1.09σ | P14 | P10 |
| Medicaid Day % | 1.4% | 5.1% | 3.5% | -0.64σ | P20 | P23 |
| Operating Margin | -30.8% | -4.8% | -5.3% | -1.21σ | P12 | P11 |
| Revenue per Bed | 234,628 | $1.2M | $1.4M | -0.65σ | P7 ▼ | P2 ▼ |
| Occupancy Rate | 57.4% | 53.7% | 48.0% | +0.22σ | P55 | P61 |
| Commercial Payer % | 86.4% | 61.2% | 60.2% | +1.33σ | P91 ▲ | P90 ▲ |
| Net-to-Gross Ratio | 42.0% | 33.3% | 31.2% | +0.17σ | P65 | P74 |
| Expense per Bed | 306,802 | $1.2M | $1.4M | -0.52σ | P10 ▼ | P6 ▼ |
| Revenue per Patient Day | 2,221 | 7,054 | 8,284 | -0.07σ | P20 | P10 ▼ |
| Payer Diversity Index | 0.238 | 0.473 | 0.485 | -1.39σ | P11 | P9 ▼ |
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% | $25.8M | $54.4M | -0.11σ |
| Operating Margin | 2.1% | -0.3076 | -0.0482 | -1.37σ |
| Occupancy Rate | 44.3% | 0.5742 | 0.5966 | -0.12σ |
| Revenue Per Bed | 2.6% | 234,628 | $1.6M | -0.71σ |
| Net To Gross Ratio | 22.4% | 0.4204 | 0.2769 | +0.83σ |