Statistical Profile — MEMORIAL HOSPITAL OF TEXAS COUNTY
CCN 371340 | TEXAS, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
6
Beds
$10.5M
Net Revenue
-49.4%
Op Margin
48.9%
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: -2.1σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 6 | 63 | 36 | -0.70σ | P0 ▼ | P0 ▼ |
| Net Patient Revenue | $10.5M | $59.7M | $24.2M | -0.45σ | P9 ▼ | P22 |
| Operating Expenses | $15.7M | $62.7M | $27.4M | -0.43σ | P14 | P23 |
| Net Income | $-5.2M | $-2.1M | $-2.4M | +0.05σ | P37 | P33 |
| Gross Patient Revenue | $30.0M | $186.6M | $67.3M | -0.45σ | P14 | P31 |
| Total Patient Days | 1,072 | 12,073 | 4,669 | -0.59σ | P8 ▼ | P12 |
| Medicare Day % | 63.7% | 30.9% | 42.3% | +1.49σ | P90 ▲ | P77 |
| Medicaid Day % | 4.9% | 5.1% | 16.5% | -0.36σ | P49 | P26 |
| Operating Margin | -49.4% | -4.8% | -8.8% | -2.14σ | P6 ▼ | P10 |
| Revenue per Bed | $1.8M | $1.2M | 791,494 | +0.14σ | P71 | P86 |
| Occupancy Rate | 48.9% | 53.7% | 37.9% | -0.11σ | P44 | P58 |
| Commercial Payer % | 31.3% | 61.2% | 37.2% | -1.35σ | P10 | P30 |
| Net-to-Gross Ratio | 35.1% | 33.3% | 28.3% | -0.16σ | P53 | P59 |
| Expense per Bed | $2.6M | $1.2M | 891,796 | +0.44σ | P86 | P90 ▲ |
| Revenue per Patient Day | 9,830 | 7,054 | 6,241 | -0.04σ | P65 | P73 |
| Payer Diversity Index | 0.493 | 0.473 | 0.552 | +0.40σ | P60 | P31 |
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% | $10.5M | $11.4M | -0.00σ |
| Operating Margin | 2.1% | -0.4938 | -0.0781 | -2.19σ |
| Occupancy Rate | 44.3% | 0.4895 | 0.3671 | +0.67σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.5M | +0.11σ |
| Net To Gross Ratio | 22.4% | 0.3508 | 0.5204 | -0.98σ |