Statistical Profile — KNOX COUNTY HOSPITAL
CCN 451394 | KNOX, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
28
Beds
$11.4M
Net Revenue
-34.6%
Op Margin
4.6%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TX Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 28 | 63 | 54 | -0.58σ | P30 | P29 |
| Net Patient Revenue | $11.4M | $59.7M | $36.3M | -0.45σ | P10 | P15 |
| Operating Expenses | $15.3M | $62.7M | $37.1M | -0.43σ | P13 | P19 |
| Net Income | $-3.9M | $-2.1M | -315,113 | +0.06σ | P41 | P30 |
| Gross Patient Revenue | $16.5M | $186.6M | $134.7M | -0.46σ | P7 ▼ | P9 ▼ |
| Total Patient Days | 471 | 12,073 | 10,290 | -0.60σ | P2 ▼ | P4 ▼ |
| Medicare Day % | 23.1% | 30.9% | 28.1% | -0.54σ | P31 | P37 |
| Operating Margin | -34.6% | -4.8% | -0.7% | -1.40σ | P10 | P19 |
| Revenue per Bed | 406,906 | $1.2M | 843,354 | -0.56σ | P17 | P23 |
| Occupancy Rate | 4.6% | 53.7% | 52.9% | -1.86σ | P1 ▼ | P2 ▼ |
| Commercial Payer % | 76.9% | 61.2% | 69.3% | +0.86σ | P83 | P70 |
| Net-to-Gross Ratio | 68.9% | 33.3% | 28.5% | +1.45σ | P90 ▲ | P91 ▲ |
| Expense per Bed | 547,666 | $1.2M | 933,465 | -0.42σ | P24 | P33 |
| Revenue per Patient Day | 24,190 | 7,054 | 5,735 | +0.02σ | P92 ▲ | P89 |
| Payer Diversity Index | 0.356 | 0.473 | 0.412 | -0.57σ | P19 | P32 |
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% | $11.4M | nan | +nanσ |
| Operating Margin | 2.1% | -0.3459 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0461 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 406,906 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6888 | nan | +nanσ |