Statistical Profile — CARROLLTON REGIONAL MEDICAL CENTER
CCN 450730 | DENTON, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
89
Beds
$73.0M
Net Revenue
-14.0%
Op Margin
35.5%
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 | 89 | 63 | 54 | -0.24σ | P58 | P64 |
| Net Patient Revenue | $73.0M | $59.7M | $36.3M | -0.31σ | P54 | P64 |
| Operating Expenses | $83.2M | $62.7M | $37.1M | -0.30σ | P56 | P66 |
| Net Income | $-10.2M | $-2.1M | -315,113 | +0.02σ | P27 | P17 |
| Gross Patient Revenue | $299.3M | $186.6M | $134.7M | -0.31σ | P58 | P63 |
| Total Patient Days | 11,517 | 12,073 | 10,290 | -0.39σ | P49 | P51 |
| Medicare Day % | 24.7% | 30.9% | 28.1% | -0.46σ | P35 | P40 |
| Medicaid Day % | 0.0% | 5.1% | 1.9% | -0.75σ | P0 ▼ | P0 ▼ |
| Operating Margin | -14.0% | -4.8% | -0.7% | -0.37σ | P29 | P32 |
| Revenue per Bed | 819,887 | $1.2M | 843,354 | -0.34σ | P36 | P49 |
| Occupancy Rate | 35.5% | 53.7% | 52.9% | -0.64σ | P30 | P35 |
| Commercial Payer % | 75.2% | 61.2% | 69.3% | +0.79σ | P80 | P65 |
| Net-to-Gross Ratio | 24.4% | 33.3% | 28.5% | -0.67σ | P28 | P40 |
| Expense per Bed | 934,332 | $1.2M | 933,465 | -0.26σ | P38 | P50 |
| Revenue per Patient Day | 6,336 | 7,054 | 5,735 | -0.05σ | P43 | P54 |
| Payer Diversity Index | 0.373 | 0.473 | 0.412 | -0.45σ | P22 | P36 |
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% | $73.0M | $48.4M | +0.10σ |
| Operating Margin | 2.1% | -0.1396 | -0.0435 | -0.51σ |
| Occupancy Rate | 44.3% | 0.3545 | 0.4776 | -0.67σ |
| Revenue Per Bed | 2.6% | 819,887 | $1.5M | -0.34σ |
| Net To Gross Ratio | 22.4% | 0.2438 | 0.2933 | -0.29σ |