Statistical Profile — MUNSON HEALTHCARE GRAYLING HOSPITAL
CCN 230058 | CRAWFORD, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$87.2M
Net Revenue
-10.3%
Op Margin
39.0%
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 | 42 | 63 | 55 | -0.50σ | P39 | P35 |
| Net Patient Revenue | $87.2M | $59.7M | $69.7M | -0.28σ | P57 | P53 |
| Operating Expenses | $96.2M | $62.7M | $72.4M | -0.27σ | P59 | P56 |
| Net Income | $-8.9M | $-2.1M | $-2.8M | +0.02σ | P29 | P34 |
| Gross Patient Revenue | $260.2M | $186.6M | $225.6M | -0.33σ | P56 | P53 |
| Total Patient Days | 5,977 | 12,073 | 11,507 | -0.50σ | P37 | P40 |
| Medicare Day % | 29.6% | 30.9% | 28.4% | -0.22σ | P47 | P54 |
| Medicaid Day % | 2.4% | 5.1% | 3.4% | -0.56σ | P30 | P33 |
| Operating Margin | -10.3% | -4.8% | -5.2% | -0.19σ | P37 | P32 |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.31σ | P79 | P72 |
| Occupancy Rate | 39.0% | 53.7% | 54.2% | -0.51σ | P33 | P33 |
| Commercial Payer % | 68.0% | 61.2% | 67.4% | +0.43σ | P65 | P51 |
| Net-to-Gross Ratio | 33.5% | 33.3% | 34.6% | -0.24σ | P50 | P45 |
| Expense per Bed | $2.3M | $1.2M | $1.5M | +0.30σ | P81 | P76 |
| Revenue per Patient Day | 14,594 | 7,054 | 8,899 | -0.02σ | P80 | P67 |
| Payer Diversity Index | 0.449 | 0.473 | 0.453 | +0.09σ | P41 | P48 |
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% | $87.2M | $20.4M | +0.26σ |
| Operating Margin | 2.1% | -0.1026 | -0.0486 | -0.28σ |
| Occupancy Rate | 44.3% | 0.3899 | 0.5021 | -0.61σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.6M | +0.26σ |
| Net To Gross Ratio | 22.4% | 0.3352 | 0.3485 | -0.08σ |