Statistical Profile — SUMNER REGIONAL MEDICAL CENTER
CCN 170039 | SUMNER, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$2.3M
Net Revenue
-22.4%
Op Margin
2.5%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 %: +2.4σ above national mean
- Commercial Payer %: -2.6σ 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 | 42 | 63 | 25 | -0.50σ | P39 | P74 |
| Net Patient Revenue | $2.3M | $59.7M | $19.2M | -0.47σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $2.8M | $62.7M | $22.5M | -0.46σ | P0 ▼ | P0 ▼ |
| Net Income | -513,827 | $-2.1M | $-3.0M | +0.08σ | P60 | P79 |
| Gross Patient Revenue | $3.5M | $186.6M | $37.4M | -0.46σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 77 | 12,073 | 2,916 | -0.61σ | P0 ▼ | P0 ▼ |
| Medicare Day % | 81.8% | 30.9% | 52.4% | +2.40σ | P98 ▲ | P87 |
| Medicaid Day % | 13.0% | 5.1% | 2.4% | +0.28σ | P78 | P83 |
| Operating Margin | -22.4% | -4.8% | -17.7% | -0.79σ | P18 | P37 |
| Revenue per Bed | 54,584 | $1.2M | 823,887 | -0.74σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 2.5% | 53.7% | 32.6% | -1.94σ | P1 ▼ | P0 ▼ |
| Commercial Payer % | 5.2% | 61.2% | 39.6% | -2.63σ | P1 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 65.4% | 33.3% | 54.2% | +1.29σ | P88 | P67 |
| Expense per Bed | 66,818 | $1.2M | 988,935 | -0.62σ | P0 ▼ | P0 ▼ |
| Revenue per Patient Day | 29,773 | 7,054 | 8,637 | +0.04σ | P94 ▲ | P95 ▲ |
| Payer Diversity Index | 0.311 | 0.473 | 0.426 | -0.88σ | P15 | P23 |
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% | $2.3M | $27.2M | -0.10σ |
| Operating Margin | 2.1% | -0.2241 | -0.1969 | -0.14σ |
| Occupancy Rate | 44.3% | 0.0255 | 0.1415 | -0.64σ |
| Revenue Per Bed | 2.6% | 54,584 | 772,376 | -0.37σ |
| Net To Gross Ratio | 22.4% | 0.6541 | 0.5599 | +0.54σ |