Statistical Profile — FW HUSTON MEMORIAL HOSPITAL
CCN 171314 | JEFFERSON, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$7.3M
Net Revenue
-4.5%
Op Margin
8.8%
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.
- Medicare Day %: +3.1σ above national mean
- Commercial Payer %: -2.6σ below national mean
- Payer Diversity Index: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KS (n=152) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $7.3M | $59.7M | $19.2M | -0.46σ | P5 ▼ | P13 |
| Operating Expenses | $7.7M | $62.7M | $22.5M | -0.45σ | P4 ▼ | P7 ▼ |
| Net Income | -333,192 | $-2.1M | $-3.0M | +0.08σ | P61 | P82 |
| Gross Patient Revenue | $9.6M | $186.6M | $37.4M | -0.46σ | P3 ▼ | P18 |
| Total Patient Days | 802 | 12,073 | 2,916 | -0.60σ | P5 ▼ | P8 ▼ |
| Medicare Day % | 95.0% | 30.9% | 52.4% | +3.06σ | P100 ▲ | P99 ▲ |
| Operating Margin | -4.5% | -4.8% | -17.7% | +0.10σ | P51 | P77 |
| Revenue per Bed | 293,633 | $1.2M | 823,887 | -0.61σ | P10 | P11 |
| Occupancy Rate | 8.8% | 53.7% | 32.6% | -1.69σ | P3 ▼ | P5 ▼ |
| Commercial Payer % | 5.0% | 61.2% | 39.6% | -2.64σ | P0 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 76.3% | 33.3% | 54.2% | +1.81σ | P94 ▲ | P75 |
| Expense per Bed | 306,961 | $1.2M | 988,935 | -0.52σ | P10 ▼ | P5 ▼ |
| Revenue per Patient Day | 9,153 | 7,054 | 8,637 | -0.04σ | P62 | P56 |
| Payer Diversity Index | 0.095 | 0.473 | 0.426 | -2.39σ | P5 ▼ | P2 ▼ |
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% | $7.3M | nan | +nanσ |
| Operating Margin | 2.1% | -0.0454 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0879 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 293,633 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7631 | nan | +nanσ |