Statistical Profile — STEPHENS MEMORIAL HOSPITAL
CCN 450498 | STEPHENS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
40
Beds
$9.4M
Net Revenue
-48.3%
Op Margin
8.8%
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 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 | 40 | 63 | 54 | -0.51σ | P36 | P38 |
| Net Patient Revenue | $9.4M | $59.7M | $36.3M | -0.45σ | P8 ▼ | P11 |
| Operating Expenses | $13.9M | $62.7M | $37.1M | -0.44σ | P11 | P16 |
| Net Income | $-4.5M | $-2.1M | -315,113 | +0.06σ | P39 | P27 |
| Gross Patient Revenue | $27.3M | $186.6M | $134.7M | -0.45σ | P13 | P17 |
| Total Patient Days | 1,284 | 12,073 | 10,290 | -0.59σ | P10 | P16 |
| Medicare Day % | 58.5% | 30.9% | 28.1% | +1.23σ | P87 | P84 |
| Medicaid Day % | 0.6% | 5.1% | 1.9% | -0.70σ | P10 ▼ | P27 |
| Operating Margin | -48.3% | -4.8% | -0.7% | -2.08σ | P7 ▼ | P13 |
| Revenue per Bed | 234,657 | $1.2M | 843,354 | -0.65σ | P7 ▼ | P11 |
| Occupancy Rate | 8.8% | 53.7% | 52.9% | -1.69σ | P3 ▼ | P7 ▼ |
| Commercial Payer % | 40.9% | 61.2% | 69.3% | -0.89σ | P19 | P16 |
| Net-to-Gross Ratio | 34.4% | 33.3% | 28.5% | -0.20σ | P52 | P61 |
| Expense per Bed | 348,002 | $1.2M | 933,465 | -0.51σ | P12 | P17 |
| Revenue per Patient Day | 7,310 | 7,054 | 5,735 | -0.05σ | P52 | P61 |
| Payer Diversity Index | 0.491 | 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% | $9.4M | $-7.2M | +0.06σ |
| Operating Margin | 2.1% | -0.4830 | -0.0691 | -2.18σ |
| Occupancy Rate | 44.3% | 0.0879 | 0.3277 | -1.31σ |
| Revenue Per Bed | 2.6% | 234,657 | $1.4M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.3437 | 0.4507 | -0.62σ |