Statistical Profile — KINGS DAUGHTERS MEDICAL CENTER
CCN 180009 | BOYD, KY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
367
Beds
$542.4M
Net Revenue
-20.5%
Op Margin
65.0%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KY (n=114) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 367 | 63 | 54 | +1.28σ | P92 ▲ | P94 ▲ |
| Net Patient Revenue | $542.4M | $59.7M | $43.0M | +0.69σ | P90 | P91 ▲ |
| Operating Expenses | $653.4M | $62.7M | $44.4M | +0.88σ | P92 ▲ | P93 ▲ |
| Net Income | $-111.0M | $-2.1M | -237,600 | -0.68σ | P4 ▼ | P2 ▼ |
| Gross Patient Revenue | $2.35B | $186.6M | $156.3M | +0.77σ | P89 | P90 ▲ |
| Total Patient Days | 87,027 | 12,073 | 7,571 | +1.08σ | P90 ▲ | P93 ▲ |
| Medicare Day % | 28.6% | 30.9% | 29.4% | -0.27σ | P45 | P47 |
| Medicaid Day % | 1.2% | 5.1% | 1.7% | -0.65σ | P17 | P37 |
| Operating Margin | -20.5% | -4.8% | -0.6% | -0.70σ | P20 | P12 |
| Revenue per Bed | $1.5M | $1.2M | $1.0M | -0.00σ | P62 | P69 |
| Occupancy Rate | 65.0% | 53.7% | 50.4% | +0.52σ | P65 | P72 |
| Commercial Payer % | 70.2% | 61.2% | 67.8% | +0.54σ | P70 | P58 |
| Net-to-Gross Ratio | 23.1% | 33.3% | 30.6% | -0.74σ | P25 | P29 |
| Expense per Bed | $1.8M | $1.2M | $1.1M | +0.09σ | P70 | P82 |
| Revenue per Patient Day | 6,232 | 7,054 | 6,717 | -0.05σ | P42 | P41 |
| Payer Diversity Index | 0.425 | 0.473 | 0.450 | -0.08σ | P34 | P42 |
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% | $542.4M | $671.2M | -0.50σ |
| Operating Margin | 2.1% | -0.2047 | -0.0351 | -0.89σ |
| Occupancy Rate | 44.3% | 0.6497 | 0.5816 | +0.37σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.6M | -0.05σ |
| Net To Gross Ratio | 22.4% | 0.2308 | 0.2364 | -0.03σ |