Statistical Profile — MARY FREE BED REHAB HOSPITAL
CCN 233026 | KENT, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
119
Beds
$110.4M
Net Revenue
-3.4%
Op Margin
92.2%
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 | 119 | 63 | 55 | -0.08σ | P66 | P63 |
| Net Patient Revenue | $110.4M | $59.7M | $69.7M | -0.23σ | P62 | P58 |
| Operating Expenses | $114.2M | $62.7M | $72.4M | -0.23σ | P62 | P59 |
| Net Income | $-3.8M | $-2.1M | $-2.8M | +0.06σ | P42 | P46 |
| Gross Patient Revenue | $241.2M | $186.6M | $225.6M | -0.34σ | P54 | P52 |
| Total Patient Days | 40,028 | 12,073 | 11,507 | +0.17σ | P76 | P70 |
| Medicare Day % | 16.1% | 30.9% | 28.4% | -0.90σ | P17 | P14 |
| Medicaid Day % | 3.4% | 5.1% | 3.4% | -0.48σ | P39 | P52 |
| Operating Margin | -3.4% | -4.8% | -5.2% | +0.15σ | P53 | P56 |
| Revenue per Bed | 927,618 | $1.2M | $1.5M | -0.29σ | P40 | P26 |
| Occupancy Rate | 92.2% | 53.7% | 54.2% | +1.59σ | P97 ▲ | P98 ▲ |
| Commercial Payer % | 80.5% | 61.2% | 67.4% | +1.04σ | P87 | P88 |
| Net-to-Gross Ratio | 45.8% | 33.3% | 34.6% | +0.35σ | P70 | P75 |
| Expense per Bed | 959,304 | $1.2M | $1.5M | -0.25σ | P39 | P27 |
| Revenue per Patient Day | 2,758 | 7,054 | 8,899 | -0.06σ | P21 | P17 |
| Payer Diversity Index | 0.325 | 0.473 | 0.453 | -0.78σ | P16 | P12 |
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% | $110.4M | $293.2M | -0.71σ |
| Operating Margin | 2.1% | -0.0342 | -0.0402 | +0.03σ |
| Occupancy Rate | 44.3% | 0.9216 | 0.6826 | +1.31σ |
| Revenue Per Bed | 2.6% | 927,618 | $1.9M | -0.51σ |
| Net To Gross Ratio | 22.4% | 0.4577 | 0.3351 | +0.71σ |