Statistical Profile — DALLAS MEDICAL CENTER
CCN 450379 | DALLAS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
119
Beds
$34.1M
Net Revenue
-50.0%
Op Margin
14.4%
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: -2.2σ 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 | 119 | 63 | 54 | -0.08σ | P66 | P70 |
| Net Patient Revenue | $34.1M | $59.7M | $36.3M | -0.40σ | P37 | P47 |
| Operating Expenses | $53.0M | $62.7M | $37.1M | -0.36σ | P46 | P57 |
| Net Income | $-18.9M | $-2.1M | -315,113 | -0.04σ | P20 | P10 |
| Gross Patient Revenue | $238.2M | $186.6M | $134.7M | -0.34σ | P54 | P59 |
| Total Patient Days | 6,246 | 12,073 | 10,290 | -0.49σ | P38 | P38 |
| Medicare Day % | 27.3% | 30.9% | 28.1% | -0.33σ | P41 | P48 |
| Medicaid Day % | 1.1% | 5.1% | 1.9% | -0.66σ | P16 | P38 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 286,630 | $1.2M | 843,354 | -0.62σ | P10 ▼ | P14 |
| Occupancy Rate | 14.4% | 53.7% | 52.9% | -1.47σ | P8 ▼ | P16 |
| Commercial Payer % | 71.6% | 61.2% | 69.3% | +0.61σ | P73 | P54 |
| Net-to-Gross Ratio | 14.3% | 33.3% | 28.5% | -1.16σ | P8 ▼ | P16 |
| Expense per Bed | 445,623 | $1.2M | 933,465 | -0.46σ | P18 | P25 |
| Revenue per Patient Day | 5,461 | 7,054 | 5,735 | -0.05σ | P36 | P47 |
| Payer Diversity Index | 0.412 | 0.473 | 0.412 | -0.17σ | P30 | P50 |
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% | $34.1M | $-13.5M | +0.19σ |
| Operating Margin | 2.1% | -0.5000 | -0.0531 | -2.35σ |
| Occupancy Rate | 44.3% | 0.1438 | 0.3585 | -1.18σ |
| Revenue Per Bed | 2.6% | 286,630 | $1.2M | -0.46σ |
| Net To Gross Ratio | 22.4% | 0.1432 | 0.2701 | -0.73σ |