Statistical Profile — PAM REHABILITATION HOSPITAL OF FARGO
CCN 353026 | CASS, ND | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$26.6M
Net Revenue
19.0%
Op Margin
95.3%
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.
- Medicare Day %: +2.3σ 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 | 42 | 63 | 25 | -0.50σ | P39 | P81 |
| Net Patient Revenue | $26.6M | $59.7M | $15.3M | -0.41σ | P30 | P73 |
| Operating Expenses | $21.5M | $62.7M | $16.6M | -0.42σ | P22 | P60 |
| Net Income | $5.0M | $-2.1M | $-1.7M | +0.12σ | P80 | P94 ▲ |
| Gross Patient Revenue | $55.2M | $186.6M | $23.1M | -0.44σ | P27 | P71 |
| Total Patient Days | 14,613 | 12,073 | 2,584 | -0.33σ | P54 | P83 |
| Medicare Day % | 79.7% | 30.9% | 48.6% | +2.29σ | P98 ▲ | P83 |
| Medicaid Day % | 0.9% | 5.1% | 6.8% | -0.68σ | P13 | P23 |
| Operating Margin | 19.0% | -4.8% | -9.3% | +1.27σ | P92 ▲ | P94 ▲ |
| Revenue per Bed | 632,880 | $1.2M | 642,170 | -0.44σ | P29 | P45 |
| Occupancy Rate | 95.3% | 53.7% | 34.1% | +1.71σ | P98 ▲ | P98 ▲ |
| Commercial Payer % | 19.4% | 61.2% | 38.3% | -1.93σ | P4 ▼ | P17 |
| Net-to-Gross Ratio | 48.1% | 33.3% | 71.0% | +0.46σ | P72 | P27 |
| Expense per Bed | 512,703 | $1.2M | 739,987 | -0.44σ | P22 | P23 |
| Revenue per Patient Day | 1,819 | 7,054 | 9,099 | -0.07σ | P16 | P14 |
| Payer Diversity Index | 0.327 | 0.473 | 0.472 | -0.77σ | P16 | P27 |
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% | $26.6M | $160.9M | -0.52σ |
| Operating Margin | 2.1% | 0.1899 | -0.0619 | +1.33σ |
| Occupancy Rate | 44.3% | 0.9532 | 0.3940 | +3.06σ |
| Revenue Per Bed | 2.6% | 632,880 | $1.7M | -0.55σ |
| Net To Gross Ratio | 22.4% | 0.4814 | 0.5195 | -0.22σ |