Statistical Profile — NOCONA GENERAL HOSPITAL
CCN 450641 | MONTAGUE, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$8.2M
Net Revenue
-50.0%
Op Margin
19.2%
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.
- Operating Margin: -2.2σ below 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 | 18 | 63 | 54 | -0.63σ | P9 ▼ | P10 ▼ |
| Net Patient Revenue | $8.2M | $59.7M | $36.3M | -0.45σ | P6 ▼ | P8 ▼ |
| Operating Expenses | $12.5M | $62.7M | $37.1M | -0.44σ | P9 ▼ | P13 |
| Net Income | $-4.3M | $-2.1M | -315,113 | +0.06σ | P40 | P29 |
| Gross Patient Revenue | $23.3M | $186.6M | $134.7M | -0.45σ | P10 | P14 |
| Total Patient Days | 1,261 | 12,073 | 10,290 | -0.59σ | P10 | P15 |
| Medicare Day % | 53.6% | 30.9% | 28.1% | +0.98σ | P83 | P79 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 457,100 | $1.2M | 843,354 | -0.53σ | P20 | P27 |
| Occupancy Rate | 19.2% | 53.7% | 52.9% | -1.29σ | P13 | P20 |
| Commercial Payer % | 46.4% | 61.2% | 69.3% | -0.62σ | P26 | P21 |
| Net-to-Gross Ratio | 35.3% | 33.3% | 28.5% | -0.15σ | P54 | P63 |
| Expense per Bed | 694,508 | $1.2M | 933,465 | -0.36σ | P29 | P40 |
| Revenue per Patient Day | 6,525 | 7,054 | 5,735 | -0.05σ | P45 | P55 |
| Payer Diversity Index | 0.497 | 0.473 | 0.412 | +0.42σ | P63 | P87 |
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% | $8.2M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1919 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 457,100 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3528 | nan | +nanσ |