Statistical Profile — LAKELAND MEDICAL CENTER ST. JOSEPH
CCN 230021 | BERRIEN, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
235
Beds
$488.2M
Net Revenue
-3.6%
Op Margin
64.9%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MI (n=163) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 235 | 63 | 55 | +0.56σ | P83 | P81 |
| Net Patient Revenue | $488.2M | $59.7M | $69.7M | +0.57σ | P88 | P88 |
| Operating Expenses | $505.7M | $62.7M | $72.4M | +0.57σ | P88 | P87 |
| Net Income | $-17.5M | $-2.1M | $-2.8M | -0.03σ | P21 | P24 |
| Gross Patient Revenue | $1.44B | $186.6M | $225.6M | +0.29σ | P82 | P83 |
| Total Patient Days | 55,635 | 12,073 | 11,507 | +0.47σ | P82 | P77 |
| Medicare Day % | 25.9% | 30.9% | 28.4% | -0.41σ | P37 | P39 |
| Medicaid Day % | 6.9% | 5.1% | 3.4% | -0.21σ | P60 | P89 |
| Operating Margin | -3.6% | -4.8% | -5.2% | +0.14σ | P53 | P54 |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.31σ | P79 | P73 |
| Occupancy Rate | 64.9% | 53.7% | 54.2% | +0.51σ | P65 | P62 |
| Commercial Payer % | 67.3% | 61.2% | 67.4% | +0.40σ | P63 | P48 |
| Net-to-Gross Ratio | 34.0% | 33.3% | 34.6% | -0.22σ | P51 | P48 |
| Expense per Bed | $2.2M | $1.2M | $1.5M | +0.24σ | P79 | P70 |
| Revenue per Patient Day | 8,776 | 7,054 | 8,899 | -0.04σ | P60 | P48 |
| Payer Diversity Index | 0.476 | 0.473 | 0.453 | +0.27σ | P51 | P65 |
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% | $488.2M | $409.6M | +0.31σ |
| Operating Margin | 2.1% | -0.0358 | -0.0485 | +0.07σ |
| Occupancy Rate | 44.3% | 0.6486 | 0.5669 | +0.45σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.6M | +0.26σ |
| Net To Gross Ratio | 22.4% | 0.3397 | 0.2990 | +0.23σ |