Statistical Profile — NACOGDOCHES MEDICAL CENTER
CCN 450656 | NACOGDOCHES, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
155
Beds
$133.4M
Net Revenue
12.1%
Op Margin
37.5%
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 | 155 | 63 | 54 | +0.12σ | P73 | P75 |
| Net Patient Revenue | $133.4M | $59.7M | $36.3M | -0.19σ | P66 | P73 |
| Operating Expenses | $117.4M | $62.7M | $37.1M | -0.22σ | P63 | P73 |
| Net Income | $16.1M | $-2.1M | -315,113 | +0.20σ | P89 | P82 |
| Gross Patient Revenue | $1.22B | $186.6M | $134.7M | +0.17σ | P79 | P80 |
| Total Patient Days | 21,218 | 12,073 | 10,290 | -0.20σ | P62 | P67 |
| Medicare Day % | 32.8% | 30.9% | 28.1% | -0.06σ | P54 | P58 |
| Medicaid Day % | 5.5% | 5.1% | 1.9% | -0.31σ | P53 | P73 |
| Operating Margin | 12.1% | -4.8% | -0.7% | +0.92σ | P85 | P75 |
| Revenue per Bed | 860,875 | $1.2M | 843,354 | -0.32σ | P38 | P51 |
| Occupancy Rate | 37.5% | 53.7% | 52.9% | -0.56σ | P32 | P36 |
| Commercial Payer % | 61.7% | 61.2% | 69.3% | +0.13σ | P51 | P38 |
| Net-to-Gross Ratio | 10.9% | 33.3% | 28.5% | -1.32σ | P4 ▼ | P6 ▼ |
| Expense per Bed | 757,112 | $1.2M | 933,465 | -0.34σ | P32 | P42 |
| Revenue per Patient Day | 6,289 | 7,054 | 5,735 | -0.05σ | P43 | P53 |
| Payer Diversity Index | 0.509 | 0.473 | 0.412 | +0.50σ | P70 | P96 ▲ |
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% | $133.4M | $124.7M | +0.03σ |
| Operating Margin | 2.1% | 0.1205 | -0.0585 | +0.94σ |
| Occupancy Rate | 44.3% | 0.3750 | 0.4001 | -0.14σ |
| Revenue Per Bed | 2.6% | 860,875 | $1.3M | -0.21σ |
| Net To Gross Ratio | 22.4% | 0.1094 | 0.3060 | -1.13σ |