Statistical Profile — KNOX COMMUNITY HOSPITAL
CCN 360040 | KNOX, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
64
Beds
$196.0M
Net Revenue
-16.7%
Op Margin
57.5%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 64 | 63 | 77 | -0.38σ | P50 | P44 |
| Net Patient Revenue | $196.0M | $59.7M | $74.7M | -0.05σ | P73 | P71 |
| Operating Expenses | $228.7M | $62.7M | $65.4M | +0.00σ | P75 | P74 |
| Net Income | $-32.7M | $-2.1M | -371,404 | -0.14σ | P14 | P10 |
| Gross Patient Revenue | $536.5M | $186.6M | $238.2M | -0.18σ | P66 | P65 |
| Total Patient Days | 13,433 | 12,073 | 12,920 | -0.35σ | P52 | P51 |
| Medicare Day % | 33.1% | 30.9% | 26.9% | -0.04σ | P55 | P71 |
| Medicaid Day % | 4.8% | 5.1% | 3.7% | -0.37σ | P48 | P63 |
| Operating Margin | -16.7% | -4.8% | -0.3% | -0.51σ | P25 | P16 |
| Revenue per Bed | $3.1M | $1.2M | $1.3M | +0.82σ | P92 ▲ | P94 ▲ |
| Occupancy Rate | 57.5% | 53.7% | 53.3% | +0.22σ | P55 | P57 |
| Commercial Payer % | 62.1% | 61.2% | 69.1% | +0.15σ | P52 | P26 |
| Net-to-Gross Ratio | 36.5% | 33.3% | 30.7% | -0.09σ | P56 | P68 |
| Expense per Bed | $3.6M | $1.2M | $1.3M | +0.83σ | P94 ▲ | P97 ▲ |
| Revenue per Patient Day | 14,592 | 7,054 | 7,089 | -0.02σ | P80 | P79 |
| Payer Diversity Index | 0.502 | 0.473 | 0.445 | +0.46σ | P67 | P77 |
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% | $196.0M | $88.3M | +0.42σ |
| Operating Margin | 2.1% | -0.1668 | -0.0526 | -0.60σ |
| Occupancy Rate | 44.3% | 0.5750 | 0.5110 | +0.35σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.6M | +0.76σ |
| Net To Gross Ratio | 22.4% | 0.3654 | 0.3667 | -0.01σ |