Statistical Profile — GOODLAND REGIONAL MEDICAL CENTER
CCN 171370 | SHERMAN, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
22
Beds
$20.3M
Net Revenue
-6.1%
Op Margin
19.9%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
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 %: +2.2σ 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 | 22 | 63 | 25 | -0.61σ | P13 | P33 |
| Net Patient Revenue | $20.3M | $59.7M | $19.2M | -0.43σ | P23 | P54 |
| Operating Expenses | $21.5M | $62.7M | $22.5M | -0.42σ | P22 | P47 |
| Net Income | $-1.2M | $-2.1M | $-3.0M | +0.08σ | P55 | P72 |
| Gross Patient Revenue | $37.4M | $186.6M | $37.4M | -0.45σ | P18 | P50 |
| Total Patient Days | 1,599 | 12,073 | 2,916 | -0.58σ | P13 | P32 |
| Medicare Day % | 78.8% | 30.9% | 52.4% | +2.25σ | P97 ▲ | P81 |
| Medicaid Day % | 0.3% | 5.1% | 2.4% | -0.73σ | P4 ▼ | P9 ▼ |
| Operating Margin | -6.1% | -4.8% | -17.7% | +0.02σ | P46 | P75 |
| Revenue per Bed | 921,448 | $1.2M | 823,887 | -0.29σ | P40 | P58 |
| Occupancy Rate | 19.9% | 53.7% | 32.6% | -1.26σ | P14 | P26 |
| Commercial Payer % | 21.0% | 61.2% | 39.6% | -1.86σ | P4 ▼ | P20 |
| Net-to-Gross Ratio | 54.2% | 33.3% | 54.2% | +0.75σ | P79 | P50 |
| Expense per Bed | 977,904 | $1.2M | 988,935 | -0.24σ | P40 | P49 |
| Revenue per Patient Day | 12,678 | 7,054 | 8,637 | -0.03σ | P75 | P78 |
| Payer Diversity Index | 0.335 | 0.473 | 0.426 | -0.71σ | P17 | P28 |
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% | $20.3M | $17.3M | +0.01σ |
| Operating Margin | 2.1% | -0.0613 | -0.0808 | +0.10σ |
| Occupancy Rate | 44.3% | 0.1991 | 0.2726 | -0.40σ |
| Revenue Per Bed | 2.6% | 921,448 | $1.4M | -0.27σ |
| Net To Gross Ratio | 22.4% | 0.5420 | 0.5467 | -0.03σ |