Statistical Profile — DALLAS BEHAVIORAL HEALTHCARE
CCN 454126 | DALLAS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
116
Beds
$19.1M
Net Revenue
-21.7%
Op Margin
56.2%
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.
- Payer Diversity Index: -2.7σ 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 | 116 | 63 | 54 | -0.10σ | P65 | P69 |
| Net Patient Revenue | $19.1M | $59.7M | $36.3M | -0.43σ | P21 | P30 |
| Operating Expenses | $23.3M | $62.7M | $37.1M | -0.42σ | P24 | P34 |
| Net Income | $-4.1M | $-2.1M | -315,113 | +0.06σ | P40 | P29 |
| Gross Patient Revenue | $41.7M | $186.6M | $134.7M | -0.44σ | P21 | P25 |
| Total Patient Days | 23,785 | 12,073 | 10,290 | -0.15σ | P65 | P70 |
| Medicare Day % | 2.5% | 30.9% | 28.1% | -1.58σ | P3 ▼ | P4 ▼ |
| Medicaid Day % | 0.4% | 5.1% | 1.9% | -0.71σ | P7 ▼ | P23 |
| Operating Margin | -21.7% | -4.8% | -0.7% | -0.76σ | P19 | P25 |
| Revenue per Bed | 164,985 | $1.2M | 843,354 | -0.68σ | P4 ▼ | P5 ▼ |
| Occupancy Rate | 56.2% | 53.7% | 52.9% | +0.17σ | P54 | P54 |
| Commercial Payer % | 97.1% | 61.2% | 69.3% | +1.85σ | P97 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 45.9% | 33.3% | 28.5% | +0.36σ | P70 | P77 |
| Expense per Bed | 200,725 | $1.2M | 933,465 | -0.57σ | P4 ▼ | P5 ▼ |
| Revenue per Patient Day | 804.6355 | 7,054 | 5,735 | -0.07σ | P3 ▼ | P5 ▼ |
| Payer Diversity Index | 0.057 | 0.473 | 0.412 | -2.65σ | P3 ▼ | P5 ▼ |
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% | $19.1M | $123.5M | -0.41σ |
| Operating Margin | 2.1% | -0.2166 | -0.0367 | -0.95σ |
| Occupancy Rate | 44.3% | 0.5618 | 0.5987 | -0.20σ |
| Revenue Per Bed | 2.6% | 164,985 | $1.6M | -0.75σ |
| Net To Gross Ratio | 22.4% | 0.4594 | 0.2438 | +1.24σ |