Statistical Profile — COON MEMORIAL HOSPITAL
CCN 451331 | nan, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
21
Beds
$12.8M
Net Revenue
-50.0%
Op Margin
29.3%
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 | 21 | 63 | 54 | -0.62σ | P12 | P14 |
| Net Patient Revenue | $12.8M | $59.7M | $36.3M | -0.44σ | P12 | P18 |
| Operating Expenses | $25.6M | $62.7M | $37.1M | -0.41σ | P27 | P38 |
| Net Income | $-12.9M | $-2.1M | -315,113 | -0.00σ | P25 | P14 |
| Gross Patient Revenue | $30.0M | $186.6M | $134.7M | -0.45σ | P14 | P19 |
| Total Patient Days | 2,245 | 12,073 | 10,290 | -0.57σ | P18 | P24 |
| Medicare Day % | 33.9% | 30.9% | 28.1% | -0.00σ | P57 | P60 |
| Medicaid Day % | 3.3% | 5.1% | 1.9% | -0.48σ | P38 | P66 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 607,711 | $1.2M | 843,354 | -0.45σ | P28 | P40 |
| Occupancy Rate | 29.3% | 53.7% | 52.9% | -0.89σ | P24 | P29 |
| Commercial Payer % | 62.7% | 61.2% | 69.3% | +0.18σ | P53 | P39 |
| Net-to-Gross Ratio | 42.6% | 33.3% | 28.5% | +0.20σ | P66 | P73 |
| Expense per Bed | $1.2M | $1.2M | 933,465 | -0.14σ | P50 | P65 |
| Revenue per Patient Day | 5,685 | 7,054 | 5,735 | -0.05σ | P38 | P50 |
| Payer Diversity Index | 0.490 | 0.473 | 0.412 | +0.38σ | P58 | P80 |
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% | $12.8M | $-3.5M | +0.06σ |
| Operating Margin | 2.1% | -0.5000 | -0.0535 | -2.35σ |
| Occupancy Rate | 44.3% | 0.2929 | 0.4897 | -1.08σ |
| Revenue Per Bed | 2.6% | 607,711 | $1.6M | -0.52σ |
| Net To Gross Ratio | 22.4% | 0.4260 | 0.3804 | +0.26σ |