Statistical Profile — SPECTRUM HEALTH LUDINGTON
CCN 230110 | MASON, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
45
Beds
$110.1M
Net Revenue
5.3%
Op Margin
45.2%
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 | 45 | 63 | 55 | -0.48σ | P41 | P39 |
| Net Patient Revenue | $110.1M | $59.7M | $69.7M | -0.24σ | P62 | P57 |
| Operating Expenses | $104.3M | $62.7M | $72.4M | -0.25σ | P60 | P58 |
| Net Income | $5.8M | $-2.1M | $-2.8M | +0.13σ | P81 | P84 |
| Gross Patient Revenue | $277.2M | $186.6M | $225.6M | -0.32σ | P57 | P55 |
| Total Patient Days | 7,432 | 12,073 | 11,507 | -0.47σ | P42 | P43 |
| Medicare Day % | 34.2% | 30.9% | 28.4% | +0.01σ | P57 | P74 |
| Medicaid Day % | 2.8% | 5.1% | 3.4% | -0.52σ | P34 | P43 |
| Operating Margin | 5.3% | -4.8% | -5.2% | +0.59σ | P74 | P78 |
| Revenue per Bed | $2.4M | $1.2M | $1.5M | +0.50σ | P85 | P84 |
| Occupancy Rate | 45.2% | 53.7% | 54.2% | -0.26σ | P40 | P41 |
| Commercial Payer % | 63.0% | 61.2% | 67.4% | +0.19σ | P54 | P25 |
| Net-to-Gross Ratio | 39.7% | 33.3% | 34.6% | +0.06σ | P62 | P64 |
| Expense per Bed | $2.3M | $1.2M | $1.5M | +0.31σ | P82 | P77 |
| Revenue per Patient Day | 14,812 | 7,054 | 8,899 | -0.02σ | P81 | P68 |
| Payer Diversity Index | 0.486 | 0.473 | 0.453 | +0.34σ | P56 | P72 |
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% | $110.1M | $37.5M | +0.28σ |
| Operating Margin | 2.1% | 0.0530 | -0.0516 | +0.55σ |
| Occupancy Rate | 44.3% | 0.4525 | 0.4894 | -0.20σ |
| Revenue Per Bed | 2.6% | $2.4M | $1.6M | +0.45σ |
| Net To Gross Ratio | 22.4% | 0.3971 | 0.3677 | +0.17σ |