Statistical Profile — TCHD D/B/A JPS HEALTH NETWORK
CCN 450039 | TARRANT, TX | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
434
Beds
$608.0M
Net Revenue
-50.0%
Op Margin
86.0%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Expenses: +2.2σ above national mean
- Net Income: -4.7σ below national mean
- Total Patient Days: +2.0σ above national mean
- 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 | 434 | 63 | 54 | +1.65σ | P94 ▲ | P94 ▲ |
| Net Patient Revenue | $608.0M | $59.7M | $36.3M | +0.83σ | P91 ▲ | P93 ▲ |
| Operating Expenses | $1.29B | $62.7M | $37.1M | +2.19σ | P97 ▲ | P98 ▲ |
| Net Income | $-684.1M | $-2.1M | -315,113 | -4.67σ | P0 ▼ | P1 ▼ |
| Gross Patient Revenue | $3.20B | $186.6M | $134.7M | +1.21σ | P93 ▲ | P92 ▲ |
| Total Patient Days | 136,222 | 12,073 | 10,290 | +2.03σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 8.9% | 30.9% | 28.1% | -1.25σ | P10 | P11 |
| Medicaid Day % | 15.1% | 5.1% | 1.9% | +0.45σ | P82 | P97 ▲ |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.4M | $1.2M | 843,354 | -0.04σ | P58 | P74 |
| Occupancy Rate | 86.0% | 53.7% | 52.9% | +1.35σ | P92 ▲ | P93 ▲ |
| Commercial Payer % | 76.0% | 61.2% | 69.3% | +0.82σ | P81 | P67 |
| Net-to-Gross Ratio | 19.0% | 33.3% | 28.5% | -0.93σ | P16 | P28 |
| Expense per Bed | $3.0M | $1.2M | 933,465 | +0.58σ | P90 ▲ | P93 ▲ |
| Revenue per Patient Day | 4,463 | 7,054 | 5,735 | -0.06σ | P28 | P37 |
| Payer Diversity Index | 0.392 | 0.473 | 0.412 | -0.31σ | P26 | P43 |
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% | $608.0M | $977.9M | -1.45σ |
| Operating Margin | 2.1% | -0.5000 | -0.0726 | -2.25σ |
| Occupancy Rate | 44.3% | 0.8599 | 0.8004 | +0.33σ |
| Revenue Per Bed | 2.6% | $1.4M | $2.0M | -0.33σ |
| Net To Gross Ratio | 22.4% | 0.1903 | 0.3997 | -1.21σ |