Statistical Profile — THE OHIO STATE UNIVERSITY HOSPITAL
CCN 360085 | FRANKLIN, OH | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,012
Beds
$2.09B
Net Revenue
-31.7%
Op Margin
79.1%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.8σ above national mean
- Net Patient Revenue: +4.0σ above national mean
- Operating Expenses: +5.2σ above national mean
- Net Income: -4.5σ below national mean
- Gross Patient Revenue: +3.7σ above national mean
- Total Patient Days: +5.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 1,012 | 63 | 77 | +4.81σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $2.09B | $59.7M | $74.7M | +4.00σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.75B | $62.7M | $65.4M | +5.19σ | P99 ▲ | P99 ▲ |
| Net Income | $-661.9M | $-2.1M | -371,404 | -4.51σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $7.99B | $186.6M | $238.2M | +3.73σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 292,169 | 12,073 | 12,920 | +5.07σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 19.1% | 30.9% | 26.9% | -0.74σ | P22 | P21 |
| Medicaid Day % | 12.2% | 5.1% | 3.7% | +0.22σ | P77 | P94 ▲ |
| Operating Margin | -31.7% | -4.8% | -0.3% | -1.26σ | P11 | P8 ▼ |
| Revenue per Bed | $2.1M | $1.2M | $1.3M | +0.30σ | P78 | P76 |
| Occupancy Rate | 79.1% | 53.7% | 53.3% | +1.07σ | P85 | P90 ▲ |
| Commercial Payer % | 68.6% | 61.2% | 69.1% | +0.46σ | P66 | P48 |
| Net-to-Gross Ratio | 26.1% | 33.3% | 30.7% | -0.59σ | P32 | P31 |
| Expense per Bed | $2.7M | $1.2M | $1.3M | +0.47σ | P87 | P92 ▲ |
| Revenue per Patient Day | 7,144 | 7,054 | 7,089 | -0.05σ | P51 | P50 |
| Payer Diversity Index | 0.477 | 0.473 | 0.445 | +0.29σ | P52 | P64 |
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% | $2.09B | $2.22B | -0.52σ |
| Operating Margin | 2.1% | -0.3171 | -0.0394 | -1.46σ |
| Occupancy Rate | 44.3% | 0.7910 | 0.9994 | -1.14σ |
| Revenue Per Bed | 2.6% | $2.1M | $2.3M | -0.10σ |
| Net To Gross Ratio | 22.4% | 0.2612 | 0.2462 | +0.09σ |