Statistical Profile — KALKASKA MEMORIAL HEALTH CENTER
CCN 231301 | KALKASKA, MI | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
8
Beds
$67.3M
Net Revenue
-9.1%
Op Margin
21.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Revenue per Bed: +3.6σ above national mean
- Expense per Bed: +3.1σ above national mean
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 | 8 | 63 | 55 | -0.69σ | P1 ▼ | P1 ▼ |
| Net Patient Revenue | $67.3M | $59.7M | $69.7M | -0.33σ | P52 | P47 |
| Operating Expenses | $73.4M | $62.7M | $72.4M | -0.32σ | P53 | P50 |
| Net Income | $-6.1M | $-2.1M | $-2.8M | +0.04σ | P35 | P39 |
| Gross Patient Revenue | $130.2M | $186.6M | $225.6M | -0.40σ | P44 | P37 |
| Total Patient Days | 631 | 12,073 | 11,507 | -0.60σ | P4 ▼ | P5 ▼ |
| Medicare Day % | 45.5% | 30.9% | 28.4% | +0.58σ | P75 | P91 ▲ |
| Medicaid Day % | 1.4% | 5.1% | 3.4% | -0.63σ | P20 | P19 |
| Operating Margin | -9.1% | -4.8% | -5.2% | -0.13σ | P39 | P37 |
| Revenue per Bed | $8.4M | $1.2M | $1.5M | +3.58σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 21.6% | 53.7% | 54.2% | -1.19σ | P16 | P21 |
| Commercial Payer % | 53.1% | 61.2% | 67.4% | -0.29σ | P36 | P12 |
| Net-to-Gross Ratio | 51.7% | 33.3% | 34.6% | +0.63σ | P76 | P81 |
| Expense per Bed | $9.2M | $1.2M | $1.5M | +3.15σ | P99 ▲ | P99 ▲ |
| Revenue per Patient Day | 106,656 | 7,054 | 8,899 | +0.33σ | P99 ▲ | P97 ▲ |
| Payer Diversity Index | 0.511 | 0.473 | 0.453 | +0.52σ | P71 | P93 ▲ |
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% | $67.3M | $-7.8M | +0.29σ |
| Operating Margin | 2.1% | -0.0910 | -0.0581 | -0.17σ |
| Occupancy Rate | 44.3% | 0.2161 | 0.4470 | -1.27σ |
| Revenue Per Bed | 2.6% | $8.4M | $1.6M | +3.55σ |
| Net To Gross Ratio | 22.4% | 0.5169 | 0.4274 | +0.52σ |