Statistical Profile — WILSON N JONES REGIONAL MEDICAL CTR
CCN 450469 | GRAYSON, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
214
Beds
$38.4M
Net Revenue
-50.0%
Op Margin
22.9%
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 | 214 | 63 | 54 | +0.44σ | P81 | P83 |
| Net Patient Revenue | $38.4M | $59.7M | $36.3M | -0.39σ | P40 | P53 |
| Operating Expenses | $58.9M | $62.7M | $37.1M | -0.35σ | P48 | P60 |
| Net Income | $-20.5M | $-2.1M | -315,113 | -0.06σ | P19 | P10 ▼ |
| Gross Patient Revenue | $211.2M | $186.6M | $134.7M | -0.35σ | P52 | P57 |
| Total Patient Days | 17,865 | 12,073 | 10,290 | -0.27σ | P58 | P62 |
| Medicare Day % | 29.3% | 30.9% | 28.1% | -0.24σ | P46 | P52 |
| Medicaid Day % | 1.9% | 5.1% | 1.9% | -0.59σ | P25 | P51 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 179,224 | $1.2M | 843,354 | -0.67σ | P4 ▼ | P6 ▼ |
| Occupancy Rate | 22.9% | 53.7% | 52.9% | -1.14σ | P17 | P24 |
| Commercial Payer % | 68.8% | 61.2% | 69.3% | +0.47σ | P67 | P49 |
| Net-to-Gross Ratio | 18.2% | 33.3% | 28.5% | -0.97σ | P15 | P26 |
| Expense per Bed | 275,224 | $1.2M | 933,465 | -0.54σ | P8 ▼ | P12 |
| Revenue per Patient Day | 2,147 | 7,054 | 5,735 | -0.07σ | P19 | P27 |
| Payer Diversity Index | 0.441 | 0.473 | 0.412 | +0.03σ | P38 | P59 |
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% | $38.4M | $60.6M | -0.09σ |
| Operating Margin | 2.1% | -0.5000 | -0.0598 | -2.32σ |
| Occupancy Rate | 44.3% | 0.2287 | 0.2624 | -0.18σ |
| Revenue Per Bed | 2.6% | 179,224 | 870,437 | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.1816 | 0.2254 | -0.25σ |