Statistical Profile — LINTON HOSPITAL
CCN 351328 | EMMONS, ND | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
$9.1M
Net Revenue
-22.0%
Op Margin
14.7%
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 %: +2.4σ above national mean
- Net-to-Gross Ratio: +2.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and ND (n=52) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | ND Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 14 | 63 | 25 | -0.65σ | P4 ▼ | P12 |
| Net Patient Revenue | $9.1M | $59.7M | $15.3M | -0.45σ | P7 ▼ | P14 |
| Operating Expenses | $11.1M | $62.7M | $16.6M | -0.44σ | P7 ▼ | P17 |
| Net Income | $-2.0M | $-2.1M | $-1.7M | +0.07σ | P50 | P42 |
| Gross Patient Revenue | $10.6M | $186.6M | $23.1M | -0.46σ | P4 ▼ | P18 |
| Total Patient Days | 750 | 12,073 | 2,584 | -0.60σ | P5 ▼ | P13 |
| Medicare Day % | 81.7% | 30.9% | 48.6% | +2.39σ | P98 ▲ | P85 |
| Medicaid Day % | 0.1% | 5.1% | 6.8% | -0.74σ | P2 ▼ | P7 ▼ |
| Operating Margin | -22.0% | -4.8% | -9.3% | -0.77σ | P19 | P20 |
| Revenue per Bed | 648,489 | $1.2M | 642,170 | -0.43σ | P30 | P51 |
| Occupancy Rate | 14.7% | 53.7% | 34.1% | -1.46σ | P8 ▼ | P21 |
| Commercial Payer % | 18.1% | 61.2% | 38.3% | -2.00σ | P3 ▼ | P15 |
| Net-to-Gross Ratio | 85.3% | 33.3% | 71.0% | +2.24σ | P96 ▲ | P73 |
| Expense per Bed | 791,211 | $1.2M | 739,987 | -0.32σ | P33 | P52 |
| Revenue per Patient Day | 12,105 | 7,054 | 9,099 | -0.03σ | P74 | P65 |
| Payer Diversity Index | 0.299 | 0.473 | 0.472 | -0.96σ | P14 | P23 |
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% | $9.1M | $12.7M | -0.01σ |
| Operating Margin | 2.1% | -0.2201 | -0.0834 | -0.72σ |
| Occupancy Rate | 44.3% | 0.1468 | 0.2641 | -0.64σ |
| Revenue Per Bed | 2.6% | 648,489 | $1.4M | -0.42σ |
| Net To Gross Ratio | 22.4% | 0.8527 | 0.5659 | +1.65σ |