Statistical Profile — GLS - MUSKEGON
CCN 232021 | MUSKEGON, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
31
Beds
$3.5M
Net Revenue
-15.7%
Op Margin
57.0%
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 | 31 | 63 | 55 | -0.56σ | P32 | P30 |
| Net Patient Revenue | $3.5M | $59.7M | $69.7M | -0.46σ | P2 ▼ | P1 ▼ |
| Operating Expenses | $4.1M | $62.7M | $72.4M | -0.46σ | P1 ▼ | P1 ▼ |
| Net Income | -555,874 | $-2.1M | $-2.8M | +0.08σ | P60 | P65 |
| Gross Patient Revenue | $11.4M | $186.6M | $225.6M | -0.46σ | P4 ▼ | P3 ▼ |
| Total Patient Days | 1,873 | 12,073 | 11,507 | -0.58σ | P15 | P20 |
| Medicare Day % | 40.4% | 30.9% | 28.4% | +0.32σ | P68 | P86 |
| Medicaid Day % | 10.3% | 5.1% | 3.4% | +0.07σ | P73 | P94 ▲ |
| Operating Margin | -15.7% | -4.8% | -5.2% | -0.46σ | P27 | P17 |
| Revenue per Bed | 114,002 | $1.2M | $1.5M | -0.71σ | P2 ▼ | P2 ▼ |
| Occupancy Rate | 57.0% | 53.7% | 54.2% | +0.20σ | P55 | P53 |
| Commercial Payer % | 49.3% | 61.2% | 67.4% | -0.48σ | P30 | P9 ▼ |
| Net-to-Gross Ratio | 31.0% | 33.3% | 34.6% | -0.36σ | P45 | P35 |
| Expense per Bed | 131,934 | $1.2M | $1.5M | -0.59σ | P1 ▼ | P0 ▼ |
| Revenue per Patient Day | 1,887 | 7,054 | 8,899 | -0.07σ | P17 | P9 ▼ |
| Payer Diversity Index | 0.583 | 0.473 | 0.453 | +1.02σ | P90 | P99 ▲ |
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% | $3.5M | $17.7M | -0.06σ |
| Operating Margin | 2.1% | -0.1573 | -0.1555 | -0.01σ |
| Occupancy Rate | 44.3% | 0.5700 | 0.3588 | +1.16σ |
| Revenue Per Bed | 2.6% | 114,002 | $1.0M | -0.47σ |
| Net To Gross Ratio | 22.4% | 0.3102 | 0.3781 | -0.39σ |