Statistical Profile — ANSON GENERAL HOSPITAL
CCN 450078 | JONES, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
7
Beds
$4.4M
Net Revenue
-50.0%
Op Margin
19.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 %: +2.2σ above national mean
- 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 | 7 | 63 | 54 | -0.69σ | P1 ▼ | P1 ▼ |
| Net Patient Revenue | $4.4M | $59.7M | $36.3M | -0.46σ | P2 ▼ | P2 ▼ |
| Operating Expenses | $7.5M | $62.7M | $37.1M | -0.45σ | P3 ▼ | P4 ▼ |
| Net Income | $-3.1M | $-2.1M | -315,113 | +0.07σ | P45 | P34 |
| Gross Patient Revenue | $11.3M | $186.6M | $134.7M | -0.46σ | P4 ▼ | P4 ▼ |
| Total Patient Days | 501 | 12,073 | 10,290 | -0.60σ | P3 ▼ | P5 ▼ |
| Medicare Day % | 78.8% | 30.9% | 28.1% | +2.25σ | P97 ▲ | P97 ▲ |
| Medicaid Day % | 0.6% | 5.1% | 1.9% | -0.70σ | P9 ▼ | P27 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 635,230 | $1.2M | 843,354 | -0.44σ | P29 | P42 |
| Occupancy Rate | 19.6% | 53.7% | 52.9% | -1.27σ | P13 | P21 |
| Commercial Payer % | 20.6% | 61.2% | 69.3% | -1.88σ | P4 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 39.3% | 33.3% | 28.5% | +0.04σ | P61 | P69 |
| Expense per Bed | $1.1M | $1.2M | 933,465 | -0.21σ | P43 | P57 |
| Revenue per Patient Day | 8,875 | 7,054 | 5,735 | -0.04σ | P60 | P66 |
| Payer Diversity Index | 0.336 | 0.473 | 0.412 | -0.70σ | P17 | P27 |
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% | $4.4M | $11.4M | -0.03σ |
| Operating Margin | 2.1% | -0.5000 | -0.0818 | -2.20σ |
| Occupancy Rate | 44.3% | 0.1961 | 0.2887 | -0.51σ |
| Revenue Per Bed | 2.6% | 635,230 | $1.5M | -0.45σ |
| Net To Gross Ratio | 22.4% | 0.3933 | 0.5623 | -0.98σ |