Statistical Profile — DUKES MEMORIAL HOSPITAL
CCN 151318 | MIAMI, IN | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$43.5M
Net Revenue
6.9%
Op Margin
55.1%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IN (n=171) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 47 | -0.59σ | P16 | P16 |
| Net Patient Revenue | $43.5M | $59.7M | $51.3M | -0.38σ | P43 | P44 |
| Operating Expenses | $40.5M | $62.7M | $56.3M | -0.38σ | P40 | P40 |
| Net Income | $3.0M | $-2.1M | -941,988 | +0.11σ | P75 | P66 |
| Gross Patient Revenue | $185.0M | $186.6M | $185.0M | -0.37σ | P50 | P50 |
| Total Patient Days | 5,031 | 12,073 | 9,640 | -0.51σ | P33 | P36 |
| Medicare Day % | 43.9% | 30.9% | 31.0% | +0.50σ | P73 | P78 |
| Medicaid Day % | 1.8% | 5.1% | 3.9% | -0.60σ | P24 | P30 |
| Operating Margin | 6.9% | -4.8% | -1.1% | +0.66σ | P77 | P68 |
| Revenue per Bed | $1.7M | $1.2M | $1.6M | +0.13σ | P70 | P60 |
| Occupancy Rate | 55.1% | 53.7% | 49.6% | +0.13σ | P52 | P58 |
| Commercial Payer % | 54.3% | 61.2% | 64.8% | -0.24σ | P38 | P22 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 30.3% | -0.72σ | P26 | P16 |
| Expense per Bed | $1.6M | $1.2M | $1.6M | +0.02σ | P64 | P53 |
| Revenue per Patient Day | 8,646 | 7,054 | 8,843 | -0.04σ | P59 | P46 |
| Payer Diversity Index | 0.513 | 0.473 | 0.473 | +0.53σ | P72 | P85 |
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% | $43.5M | $29.5M | +0.05σ |
| Operating Margin | 2.1% | 0.0685 | -0.0555 | +0.65σ |
| Occupancy Rate | 44.3% | 0.5513 | 0.4647 | +0.47σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.6M | +0.06σ |
| Net To Gross Ratio | 22.4% | 0.2351 | 0.4131 | -1.03σ |