Statistical Profile — JACOBSON MEMORIAL HOSPITAL
CCN 351314 | GRANT, ND | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$9.2M
Net Revenue
-44.1%
Op Margin
48.4%
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.
- Net-to-Gross Ratio: +2.9σ 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 | 25 | 63 | 25 | -0.59σ | P16 | P38 |
| Net Patient Revenue | $9.2M | $59.7M | $15.3M | -0.45σ | P7 ▼ | P16 |
| Operating Expenses | $13.2M | $62.7M | $16.6M | -0.44σ | P10 ▼ | P27 |
| Net Income | $-4.0M | $-2.1M | $-1.7M | +0.06σ | P41 | P25 |
| Gross Patient Revenue | $9.2M | $186.6M | $23.1M | -0.46σ | P3 ▼ | P12 |
| Total Patient Days | 6,178 | 12,073 | 2,584 | -0.49σ | P38 | P73 |
| Medicare Day % | 11.1% | 30.9% | 48.6% | -1.15σ | P12 | P8 ▼ |
| Medicaid Day % | 0.0% | 5.1% | 6.8% | -0.74σ | P0 ▼ | P0 ▼ |
| Operating Margin | -44.1% | -4.8% | -9.3% | -1.87σ | P7 ▼ | P6 ▼ |
| Revenue per Bed | 366,398 | $1.2M | 642,170 | -0.58σ | P14 | P14 |
| Occupancy Rate | 48.4% | 53.7% | 34.1% | -0.14σ | P43 | P62 |
| Commercial Payer % | 88.9% | 61.2% | 38.3% | +1.45σ | P92 ▲ | P94 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 71.0% | +2.94σ | P98 ▲ | P88 |
| Expense per Bed | 527,989 | $1.2M | 739,987 | -0.43σ | P23 | P27 |
| Revenue per Patient Day | 1,483 | 7,054 | 9,099 | -0.07σ | P9 ▼ | P10 |
| Payer Diversity Index | 0.198 | 0.473 | 0.472 | -1.67σ | P9 ▼ | P4 ▼ |
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% | $9.2M | $8.8M | +0.00σ |
| Operating Margin | 2.1% | -0.4410 | -0.0293 | -2.17σ |
| Occupancy Rate | 44.3% | 0.4836 | 0.6001 | -0.64σ |
| Revenue Per Bed | 2.6% | 366,398 | $1.7M | -0.71σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.2760 | +4.18σ |