Statistical Profile — GREAT PLAINS OF SMITH CO. INC
CCN 171377 | SMITH, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
16
Beds
$20.6M
Net Revenue
-23.7%
Op Margin
34.8%
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 %: +2.0σ above national mean
- Net-to-Gross Ratio: +2.1σ above 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 | 16 | 63 | 25 | -0.64σ | P6 ▼ | P14 |
| Net Patient Revenue | $20.6M | $59.7M | $19.2M | -0.43σ | P23 | P55 |
| Operating Expenses | $25.5M | $62.7M | $22.5M | -0.41σ | P27 | P55 |
| Net Income | $-4.9M | $-2.1M | $-3.0M | +0.05σ | P38 | P32 |
| Gross Patient Revenue | $24.8M | $186.6M | $37.4M | -0.45σ | P11 | P37 |
| Total Patient Days | 2,031 | 12,073 | 2,916 | -0.57σ | P17 | P40 |
| Medicare Day % | 74.7% | 30.9% | 52.4% | +2.04σ | P96 ▲ | P72 |
| Medicaid Day % | 1.0% | 5.1% | 2.4% | -0.67σ | P15 | P38 |
| Operating Margin | -23.7% | -4.8% | -17.7% | -0.86σ | P17 | P34 |
| Revenue per Bed | $1.3M | $1.2M | 823,887 | -0.10σ | P54 | P73 |
| Occupancy Rate | 34.8% | 53.7% | 32.6% | -0.67σ | P29 | P54 |
| Commercial Payer % | 24.3% | 61.2% | 39.6% | -1.70σ | P6 ▼ | P25 |
| Net-to-Gross Ratio | 82.9% | 33.3% | 54.2% | +2.12σ | P96 ▲ | P81 |
| Expense per Bed | $1.6M | $1.2M | 988,935 | +0.01σ | P63 | P76 |
| Revenue per Patient Day | 10,128 | 7,054 | 8,637 | -0.04σ | P66 | P65 |
| Payer Diversity Index | 0.382 | 0.473 | 0.426 | -0.38σ | P24 | P38 |
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% | $20.6M | $22.6M | -0.01σ |
| Operating Margin | 2.1% | -0.2373 | -0.0779 | -0.84σ |
| Occupancy Rate | 44.3% | 0.3478 | 0.3088 | +0.21σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.5M | -0.11σ |
| Net To Gross Ratio | 22.4% | 0.8293 | 0.5381 | +1.68σ |