Statistical Profile — CHRISTUS MOTHER FRANCES HOSP-TYLER
CCN 450102 | SMITH, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
518
Beds
$971.6M
Net Revenue
-17.0%
Op Margin
75.6%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.1σ above national mean
- Gross Patient Revenue: +3.2σ above national mean
- Total Patient Days: +2.1σ above 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 | 518 | 63 | 54 | +2.11σ | P96 ▲ | P95 ▲ |
| Net Patient Revenue | $971.6M | $59.7M | $36.3M | +1.61σ | P95 ▲ | P97 ▲ |
| Operating Expenses | $1.14B | $62.7M | $37.1M | +1.87σ | P96 ▲ | P97 ▲ |
| Net Income | $-165.1M | $-2.1M | -315,113 | -1.06σ | P3 ▼ | P2 ▼ |
| Gross Patient Revenue | $7.02B | $186.6M | $134.7M | +3.22σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 138,814 | 12,073 | 10,290 | +2.09σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 25.6% | 30.9% | 28.1% | -0.42σ | P37 | P43 |
| Medicaid Day % | 2.4% | 5.1% | 1.9% | -0.56σ | P29 | P56 |
| Operating Margin | -17.0% | -4.8% | -0.7% | -0.52σ | P24 | P29 |
| Revenue per Bed | $1.9M | $1.2M | 843,354 | +0.20σ | P74 | P86 |
| Occupancy Rate | 75.6% | 53.7% | 52.9% | +0.94σ | P80 | P79 |
| Commercial Payer % | 72.0% | 61.2% | 69.3% | +0.63σ | P74 | P55 |
| Net-to-Gross Ratio | 13.8% | 33.3% | 28.5% | -1.18σ | P7 ▼ | P15 |
| Expense per Bed | $2.2M | $1.2M | 933,465 | +0.26σ | P79 | P88 |
| Revenue per Patient Day | 7,000 | 7,054 | 5,735 | -0.05σ | P49 | P59 |
| Payer Diversity Index | 0.416 | 0.473 | 0.412 | -0.15σ | P31 | P51 |
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% | $971.6M | $1.10B | -0.50σ |
| Operating Margin | 2.1% | -0.1699 | -0.0319 | -0.73σ |
| Occupancy Rate | 44.3% | 0.7561 | 0.7602 | -0.02σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.9M | -0.02σ |
| Net To Gross Ratio | 22.4% | 0.1385 | 0.2450 | -0.61σ |