Statistical Profile — LAKES REGIONAL HEALTHCARE
CCN 160124 | DICKINSON, IA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
44
Beds
$56.8M
Net Revenue
-5.9%
Op Margin
27.6%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IA (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 44 | 63 | 25 | -0.49σ | P40 | P72 |
| Net Patient Revenue | $56.8M | $59.7M | $36.8M | -0.35σ | P49 | P69 |
| Operating Expenses | $60.1M | $62.7M | $38.8M | -0.34σ | P49 | P69 |
| Net Income | $-3.3M | $-2.1M | $-3.0M | +0.06σ | P44 | P45 |
| Gross Patient Revenue | $122.9M | $186.6M | $73.9M | -0.40σ | P42 | P69 |
| Total Patient Days | 4,430 | 12,073 | 2,364 | -0.53σ | P31 | P71 |
| Medicare Day % | 55.1% | 30.9% | 53.5% | +1.06σ | P84 | P54 |
| Medicaid Day % | 11.3% | 5.1% | 3.2% | +0.14σ | P75 | P83 |
| Operating Margin | -5.9% | -4.8% | -8.2% | +0.03σ | P47 | P64 |
| Revenue per Bed | $1.3M | $1.2M | $1.3M | -0.10σ | P54 | P49 |
| Occupancy Rate | 27.6% | 53.7% | 26.6% | -0.95σ | P22 | P52 |
| Commercial Payer % | 33.7% | 61.2% | 41.3% | -1.24σ | P12 | P20 |
| Net-to-Gross Ratio | 46.2% | 33.3% | 50.8% | +0.37σ | P70 | P36 |
| Expense per Bed | $1.4M | $1.2M | $1.4M | -0.08σ | P55 | P50 |
| Revenue per Patient Day | 12,813 | 7,054 | 16,230 | -0.03σ | P76 | P37 |
| Payer Diversity Index | 0.571 | 0.473 | 0.488 | +0.94σ | P88 | P89 |
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% | $56.8M | $28.0M | +0.11σ |
| Operating Margin | 2.1% | -0.0586 | -0.0842 | +0.13σ |
| Occupancy Rate | 44.3% | 0.2758 | 0.3644 | -0.49σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.4M | -0.06σ |
| Net To Gross Ratio | 22.4% | 0.4618 | 0.4825 | -0.12σ |