Statistical Profile — LINDSBORG COMMUNITY HOSPITAL
CCN 171358 | MCPHERSON, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
$12.9M
Net Revenue
-11.7%
Op Margin
39.2%
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 %: +2.7σ above national mean
- Commercial Payer %: -2.2σ 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 | 14 | 63 | 25 | -0.65σ | P4 ▼ | P7 ▼ |
| Net Patient Revenue | $12.9M | $59.7M | $19.2M | -0.44σ | P12 | P30 |
| Operating Expenses | $14.4M | $62.7M | $22.5M | -0.44σ | P11 | P28 |
| Net Income | $-1.5M | $-2.1M | $-3.0M | +0.08σ | P53 | P69 |
| Gross Patient Revenue | $23.8M | $186.6M | $37.4M | -0.45σ | P11 | P36 |
| Total Patient Days | 2,002 | 12,073 | 2,916 | -0.57σ | P16 | P39 |
| Medicare Day % | 87.1% | 30.9% | 52.4% | +2.66σ | P99 ▲ | P96 ▲ |
| Operating Margin | -11.7% | -4.8% | -17.7% | -0.26σ | P34 | P66 |
| Revenue per Bed | 918,208 | $1.2M | 823,887 | -0.29σ | P40 | P58 |
| Occupancy Rate | 39.2% | 53.7% | 32.6% | -0.50σ | P33 | P62 |
| Commercial Payer % | 12.9% | 61.2% | 39.6% | -2.25σ | P2 ▼ | P5 ▼ |
| Net-to-Gross Ratio | 54.0% | 33.3% | 54.2% | +0.74σ | P79 | P49 |
| Expense per Bed | $1.0M | $1.2M | 988,935 | -0.22σ | P41 | P52 |
| Revenue per Patient Day | 6,421 | 7,054 | 8,637 | -0.05σ | P44 | P30 |
| Payer Diversity Index | 0.225 | 0.473 | 0.426 | -1.48σ | P10 | P9 ▼ |
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% | $12.9M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1172 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.3918 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 918,208 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.5399 | nan | +nanσ |