Statistical Profile — DUNDY COUNTY HOSPITAL
CCN 281340 | DUNDY, NE | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$9.7M
Net Revenue
-35.7%
Op Margin
15.7%
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 %: +2.5σ above national mean
- Commercial Payer %: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NE (n=98) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NE Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 12 | 63 | 23 | -0.66σ | P3 ▼ | P5 ▼ |
| Net Patient Revenue | $9.7M | $59.7M | $30.3M | -0.45σ | P8 ▼ | P11 |
| Operating Expenses | $13.2M | $62.7M | $31.1M | -0.44σ | P10 | P14 |
| Net Income | $-3.5M | $-2.1M | $-1.3M | +0.06σ | P43 | P29 |
| Gross Patient Revenue | $13.5M | $186.6M | $46.5M | -0.46σ | P5 ▼ | P13 |
| Total Patient Days | 689 | 12,073 | 1,684 | -0.60σ | P4 ▼ | P17 |
| Medicare Day % | 83.2% | 30.9% | 59.9% | +2.46σ | P98 ▲ | P93 ▲ |
| Medicaid Day % | 3.0% | 5.1% | 3.5% | -0.51σ | P36 | P42 |
| Operating Margin | -35.7% | -4.8% | -6.3% | -1.45σ | P10 ▼ | P6 ▼ |
| Revenue per Bed | 812,218 | $1.2M | $1.4M | -0.35σ | P36 | P20 |
| Occupancy Rate | 15.7% | 53.7% | 22.8% | -1.42σ | P9 ▼ | P26 |
| Commercial Payer % | 13.8% | 61.2% | 35.0% | -2.21σ | P2 ▼ | P7 ▼ |
| Net-to-Gross Ratio | 72.3% | 33.3% | 66.0% | +1.62σ | P92 ▲ | P67 |
| Expense per Bed | $1.1M | $1.2M | $1.4M | -0.19σ | P44 | P30 |
| Revenue per Patient Day | 14,146 | 7,054 | 16,039 | -0.02σ | P79 | P36 |
| Payer Diversity Index | 0.288 | 0.473 | 0.459 | -1.04σ | P13 | P8 ▼ |
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% | $9.7M | $15.5M | -0.02σ |
| Operating Margin | 2.1% | -0.3566 | -0.0902 | -1.40σ |
| Occupancy Rate | 44.3% | 0.1573 | 0.2589 | -0.56σ |
| Revenue Per Bed | 2.6% | 812,218 | $1.4M | -0.32σ |
| Net To Gross Ratio | 22.4% | 0.7229 | 0.5870 | +0.78σ |