Statistical Profile — SANFORD MEDICAL CENTER - FARGO
CCN 350011 | CASS, ND | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
493
Beds
$1.51B
Net Revenue
-13.4%
Op Margin
74.4%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.8σ above national mean
- Operating Expenses: +3.1σ above national mean
- Total Patient Days: +2.1σ 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 | 493 | 63 | 25 | +1.97σ | P95 ▲ | P98 ▲ |
| Net Patient Revenue | $1.51B | $59.7M | $15.3M | +2.76σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.71B | $62.7M | $16.6M | +3.06σ | P98 ▲ | P98 ▲ |
| Net Income | $-203.1M | $-2.1M | $-1.7M | -1.32σ | P2 ▼ | P0 ▼ |
| Gross Patient Revenue | $3.83B | $186.6M | $23.1M | +1.55σ | P95 ▲ | P98 ▲ |
| Total Patient Days | 139,606 | 12,073 | 2,584 | +2.10σ | P96 ▲ | P98 ▲ |
| Medicare Day % | 31.9% | 30.9% | 48.6% | -0.10σ | P52 | P29 |
| Medicaid Day % | 24.0% | 5.1% | 6.8% | +1.15σ | P90 | P84 |
| Operating Margin | -13.4% | -4.8% | -9.3% | -0.35σ | P30 | P35 |
| Revenue per Bed | $3.1M | $1.2M | 642,170 | +0.82σ | P92 ▲ | P90 |
| Occupancy Rate | 74.4% | 53.7% | 34.1% | +0.89σ | P78 | P87 |
| Commercial Payer % | 44.0% | 61.2% | 38.3% | -0.73σ | P23 | P63 |
| Net-to-Gross Ratio | 39.4% | 33.3% | 71.0% | +0.04σ | P61 | P14 |
| Expense per Bed | $3.5M | $1.2M | 739,987 | +0.79σ | P94 ▲ | P92 ▲ |
| Revenue per Patient Day | 10,821 | 7,054 | 9,099 | -0.03σ | P69 | P51 |
| Payer Diversity Index | 0.646 | 0.473 | 0.472 | +1.47σ | P98 ▲ | P94 ▲ |
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% | $1.51B | $1.07B | +1.71σ |
| Operating Margin | 2.1% | -0.1345 | -0.0254 | -0.57σ |
| Occupancy Rate | 44.3% | 0.7438 | 0.7947 | -0.28σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.9M | +0.59σ |
| Net To Gross Ratio | 22.4% | 0.3940 | 0.2416 | +0.88σ |