Statistical Profile — COLLINGSWORTH GENERAL HOSPITAL
CCN 451355 | COLLINGSWORTH, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
13
Beds
$5.8M
Net Revenue
-32.6%
Op Margin
13.0%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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 %: +2.6σ above national mean
- Commercial Payer %: -2.2σ below national mean
- Net-to-Gross Ratio: +2.9σ 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 | 13 | 63 | 54 | -0.66σ | P4 ▼ | P4 ▼ |
| Net Patient Revenue | $5.8M | $59.7M | $36.3M | -0.46σ | P3 ▼ | P4 ▼ |
| Operating Expenses | $7.6M | $62.7M | $37.1M | -0.45σ | P3 ▼ | P4 ▼ |
| Net Income | $-1.9M | $-2.1M | -315,113 | +0.07σ | P51 | P40 |
| Gross Patient Revenue | $5.8M | $186.6M | $134.7M | -0.46σ | P1 ▼ | P2 ▼ |
| Total Patient Days | 619 | 12,073 | 10,290 | -0.60σ | P3 ▼ | P7 ▼ |
| Medicare Day % | 85.8% | 30.9% | 28.1% | +2.60σ | P99 ▲ | P99 ▲ |
| Operating Margin | -32.6% | -4.8% | -0.7% | -1.30σ | P11 | P19 |
| Revenue per Bed | 443,117 | $1.2M | 843,354 | -0.54σ | P19 | P26 |
| Occupancy Rate | 13.0% | 53.7% | 52.9% | -1.53σ | P7 ▼ | P14 |
| Commercial Payer % | 14.2% | 61.2% | 69.3% | -2.19σ | P2 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 98.8% | 33.3% | 28.5% | +2.88σ | P98 ▲ | P96 ▲ |
| Expense per Bed | 587,412 | $1.2M | 933,465 | -0.41σ | P25 | P35 |
| Revenue per Patient Day | 9,306 | 7,054 | 5,735 | -0.04σ | P62 | P67 |
| Payer Diversity Index | 0.244 | 0.473 | 0.412 | -1.35σ | P11 | P16 |
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% | $5.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.3256 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1305 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 443,117 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.9880 | nan | +nanσ |