Statistical Profile — LAKE REGION HEALTHCARE
CCN 240052 | OTTER TAIL, MN | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
80
Beds
$134.1M
Net Revenue
-11.4%
Op Margin
18.8%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 80 | 63 | 25 | -0.29σ | P55 | P79 |
| Net Patient Revenue | $134.1M | $59.7M | $54.1M | -0.18σ | P66 | P74 |
| Operating Expenses | $149.4M | $62.7M | $49.9M | -0.16σ | P68 | P77 |
| Net Income | $-15.3M | $-2.1M | $-1.9M | -0.02σ | P23 | P18 |
| Gross Patient Revenue | $339.2M | $186.6M | $111.0M | -0.29σ | P60 | P73 |
| Total Patient Days | 5,475 | 12,073 | 3,151 | -0.51σ | P35 | P66 |
| Medicare Day % | 33.6% | 30.9% | 36.3% | -0.02σ | P56 | P44 |
| Medicaid Day % | 2.6% | 5.1% | 5.1% | -0.54σ | P32 | P27 |
| Operating Margin | -11.4% | -4.8% | -3.6% | -0.25σ | P34 | P25 |
| Revenue per Bed | $1.7M | $1.2M | $2.0M | +0.10σ | P68 | P37 |
| Occupancy Rate | 18.8% | 53.7% | 37.9% | -1.30σ | P12 | P22 |
| Commercial Payer % | 63.7% | 61.2% | 54.1% | +0.23σ | P56 | P67 |
| Net-to-Gross Ratio | 39.5% | 33.3% | 52.7% | +0.05σ | P61 | P24 |
| Expense per Bed | $1.9M | $1.2M | $1.9M | +0.12σ | P72 | P47 |
| Revenue per Patient Day | 24,485 | 7,054 | 17,842 | +0.02σ | P92 ▲ | P74 |
| Payer Diversity Index | 0.480 | 0.473 | 0.497 | +0.30σ | P53 | P42 |
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% | $134.1M | $1.9M | +0.52σ |
| Operating Margin | 2.1% | -0.1142 | -0.0563 | -0.30σ |
| Occupancy Rate | 44.3% | 0.1875 | 0.4023 | -1.18σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.3M | +0.17σ |
| Net To Gross Ratio | 22.4% | 0.3952 | 0.3321 | +0.36σ |