Statistical Profile — NEOSHO MEMORIAL REGIONAL MED CTR
CCN 171380 | NEOSHO, KS | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
21
Beds
$53.8M
Net Revenue
-13.0%
Op Margin
71.6%
Occupancy
0
Outlier Flags
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 | 21 | 63 | 25 | -0.62σ | P12 | P30 |
| Net Patient Revenue | $53.8M | $59.7M | $19.2M | -0.36σ | P48 | P80 |
| Operating Expenses | $60.8M | $62.7M | $22.5M | -0.34σ | P49 | P82 |
| Net Income | $-7.0M | $-2.1M | $-3.0M | +0.04σ | P33 | P22 |
| Gross Patient Revenue | $158.4M | $186.6M | $37.4M | -0.38σ | P47 | P78 |
| Total Patient Days | 5,489 | 12,073 | 2,916 | -0.51σ | P35 | P69 |
| Medicare Day % | 46.5% | 30.9% | 52.4% | +0.63σ | P76 | P42 |
| Medicaid Day % | 5.1% | 5.1% | 2.4% | -0.34σ | P50 | P65 |
| Operating Margin | -13.0% | -4.8% | -17.7% | -0.32σ | P31 | P64 |
| Revenue per Bed | $2.6M | $1.2M | 823,887 | +0.56σ | P87 | P95 ▲ |
| Occupancy Rate | 71.6% | 53.7% | 32.6% | +0.78σ | P74 | P91 ▲ |
| Commercial Payer % | 48.3% | 61.2% | 39.6% | -0.53σ | P29 | P61 |
| Net-to-Gross Ratio | 34.0% | 33.3% | 54.2% | -0.22σ | P51 | P28 |
| Expense per Bed | $2.9M | $1.2M | 988,935 | +0.55σ | P89 | P97 ▲ |
| Revenue per Patient Day | 9,802 | 7,054 | 8,637 | -0.04σ | P65 | P62 |
| Payer Diversity Index | 0.547 | 0.473 | 0.426 | +0.77σ | P83 | P86 |
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% | $53.8M | $39.6M | +0.06σ |
| Operating Margin | 2.1% | -0.1298 | -0.0628 | -0.35σ |
| Occupancy Rate | 44.3% | 0.7161 | 0.4639 | +1.38σ |
| Revenue Per Bed | 2.6% | $2.6M | $1.6M | +0.49σ |
| Net To Gross Ratio | 22.4% | 0.3397 | 0.4419 | -0.59σ |