Statistical Profile — KIMBLE HOSPITAL
CCN 451306 | KIMBLE, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$7.9M
Net Revenue
-7.8%
Op Margin
9.6%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicare Day %: +2.3σ above national mean
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 | 15 | 63 | 54 | -0.65σ | P5 ▼ | P6 ▼ |
| Net Patient Revenue | $7.9M | $59.7M | $36.3M | -0.45σ | P6 ▼ | P8 ▼ |
| Operating Expenses | $8.6M | $62.7M | $37.1M | -0.45σ | P4 ▼ | P6 ▼ |
| Net Income | -622,331 | $-2.1M | -315,113 | +0.08σ | P59 | P47 |
| Gross Patient Revenue | $11.7M | $186.6M | $134.7M | -0.46σ | P4 ▼ | P5 ▼ |
| Total Patient Days | 523 | 12,073 | 10,290 | -0.60σ | P3 ▼ | P5 ▼ |
| Medicare Day % | 79.2% | 30.9% | 28.1% | +2.26σ | P97 ▲ | P97 ▲ |
| Operating Margin | -7.8% | -4.8% | -0.7% | -0.07σ | P42 | P39 |
| Revenue per Bed | 529,682 | $1.2M | 843,354 | -0.49σ | P24 | P34 |
| Occupancy Rate | 9.6% | 53.7% | 52.9% | -1.66σ | P4 ▼ | P9 ▼ |
| Commercial Payer % | 20.8% | 61.2% | 69.3% | -1.86σ | P4 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 67.9% | 33.3% | 28.5% | +1.41σ | P90 | P90 ▲ |
| Expense per Bed | 571,171 | $1.2M | 933,465 | -0.41σ | P25 | P34 |
| Revenue per Patient Day | 15,192 | 7,054 | 5,735 | -0.02σ | P81 | P81 |
| Payer Diversity Index | 0.330 | 0.473 | 0.412 | -0.75σ | P16 | P25 |
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% | $7.9M | nan | +nanσ |
| Operating Margin | 2.1% | -0.0783 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0955 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 529,682 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6792 | nan | +nanσ |