Statistical Profile — LION STAR NACOGDOCHES MEMORIAL HOSP
CCN 450508 | NACOGDOCHES, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
160
Beds
$62.5M
Net Revenue
-21.5%
Op Margin
26.4%
Occupancy
0
Outlier Flags
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 | 160 | 63 | 54 | +0.15σ | P74 | P76 |
| Net Patient Revenue | $62.5M | $59.7M | $36.3M | -0.34σ | P51 | P62 |
| Operating Expenses | $76.0M | $62.7M | $37.1M | -0.31σ | P54 | P65 |
| Net Income | $-13.4M | $-2.1M | -315,113 | -0.01σ | P24 | P14 |
| Gross Patient Revenue | $278.2M | $186.6M | $134.7M | -0.32σ | P57 | P62 |
| Total Patient Days | 15,397 | 12,073 | 10,290 | -0.31σ | P55 | P58 |
| Medicare Day % | 20.8% | 30.9% | 28.1% | -0.66σ | P26 | P32 |
| Medicaid Day % | 3.0% | 5.1% | 1.9% | -0.51σ | P36 | P64 |
| Operating Margin | -21.5% | -4.8% | -0.7% | -0.75σ | P19 | P25 |
| Revenue per Bed | 390,799 | $1.2M | 843,354 | -0.56σ | P16 | P22 |
| Occupancy Rate | 26.4% | 53.7% | 52.9% | -1.00σ | P20 | P28 |
| Commercial Payer % | 76.2% | 61.2% | 69.3% | +0.83σ | P82 | P68 |
| Net-to-Gross Ratio | 22.5% | 33.3% | 28.5% | -0.77σ | P24 | P35 |
| Expense per Bed | 474,856 | $1.2M | 933,465 | -0.45σ | P20 | P28 |
| Revenue per Patient Day | 4,061 | 7,054 | 5,735 | -0.06σ | P26 | P34 |
| Payer Diversity Index | 0.376 | 0.473 | 0.412 | -0.43σ | P22 | P37 |
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% | $62.5M | $50.8M | +0.05σ |
| Operating Margin | 2.1% | -0.2151 | -0.0537 | -0.85σ |
| Occupancy Rate | 44.3% | 0.2636 | 0.3804 | -0.64σ |
| Revenue Per Bed | 2.6% | 390,799 | $1.1M | -0.39σ |
| Net To Gross Ratio | 22.4% | 0.2248 | 0.2436 | -0.11σ |