Statistical Profile — MILLWOOD HOSPITAL
CCN 454012 | TARRANT, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
134
Beds
$28.7M
Net Revenue
16.5%
Op Margin
73.3%
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: -2.0σ 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 | 134 | 63 | 54 | +0.00σ | P69 | P72 |
| Net Patient Revenue | $28.7M | $59.7M | $36.3M | -0.41σ | P32 | P41 |
| Operating Expenses | $24.0M | $62.7M | $37.1M | -0.42σ | P25 | P35 |
| Net Income | $4.7M | $-2.1M | -315,113 | +0.12σ | P79 | P70 |
| Gross Patient Revenue | $86.6M | $186.6M | $134.7M | -0.42σ | P36 | P43 |
| Total Patient Days | 35,870 | 12,073 | 10,290 | +0.08σ | P74 | P77 |
| Medicare Day % | 7.7% | 30.9% | 28.1% | -1.32σ | P8 ▼ | P9 ▼ |
| Medicaid Day % | 0.3% | 5.1% | 1.9% | -0.72σ | P5 ▼ | P18 |
| Operating Margin | 16.5% | -4.8% | -0.7% | +1.14σ | P90 | P83 |
| Revenue per Bed | 214,136 | $1.2M | 843,354 | -0.66σ | P6 ▼ | P9 ▼ |
| Occupancy Rate | 73.3% | 53.7% | 52.9% | +0.85σ | P76 | P76 |
| Commercial Payer % | 92.0% | 61.2% | 69.3% | +1.60σ | P94 ▲ | P89 |
| Net-to-Gross Ratio | 33.1% | 33.3% | 28.5% | -0.26σ | P50 | P59 |
| Expense per Bed | 178,897 | $1.2M | 933,465 | -0.58σ | P3 ▼ | P3 ▼ |
| Revenue per Patient Day | 799.9502 | 7,054 | 5,735 | -0.07σ | P3 ▼ | P5 ▼ |
| Payer Diversity Index | 0.148 | 0.473 | 0.412 | -2.02σ | P7 ▼ | P11 |
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% | $28.7M | $233.0M | -0.80σ |
| Operating Margin | 2.1% | 0.1646 | -0.0386 | +1.07σ |
| Occupancy Rate | 44.3% | 0.7334 | 0.6372 | +0.53σ |
| Revenue Per Bed | 2.6% | 214,136 | $1.7M | -0.80σ |
| Net To Gross Ratio | 22.4% | 0.3313 | 0.2840 | +0.27σ |