Statistical Profile — SEDAN CITY HOSPITAL

🛡️ Public data only — no PHI permitted on this instance.

Beds

$5.0M

Net Revenue

-9.6%

Op Margin

11.3%

Occupancy

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: +2.0σ above national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and KS (n=152) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	KS Median	Z-Score	Nat'l %ile	State %ile
Beds	15	63	25	-0.65σ	P5 ▼	P9 ▼
Net Patient Revenue	$5.0M	$59.7M	$19.2M	-0.46σ	P3 ▼	P5 ▼
Operating Expenses	$5.5M	$62.7M	$22.5M	-0.46σ	P2 ▼	P3 ▼
Net Income	-481,207	$-2.1M	$-3.0M	+0.08σ	P60	P80
Gross Patient Revenue	$6.2M	$186.6M	$37.4M	-0.46σ	P2 ▼	P9 ▼
Total Patient Days	619	12,073	2,916	-0.60σ	P3 ▼	P3 ▼
Medicare Day %	81.6%	30.9%	52.4%	+2.38σ	P98 ▲	P86
Operating Margin	-9.6%	-4.8%	-17.7%	-0.15σ	P38	P68
Revenue per Bed	335,259	$1.2M	823,887	-0.59σ	P13	P16
Occupancy Rate	11.3%	53.7%	32.6%	-1.60σ	P5 ▼	P8 ▼
Commercial Payer %	18.4%	61.2%	39.6%	-1.98σ	P3 ▼	P14
Net-to-Gross Ratio	81.2%	33.3%	54.2%	+2.04σ	P95 ▲	P78
Expense per Bed	367,340	$1.2M	988,935	-0.50σ	P13	P14
Revenue per Patient Day	8,124	7,054	8,637	-0.04σ	P56	P46
Payer Diversity Index	0.301	0.473	0.426	-0.95σ	P14	P20

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%	$5.0M	nan	+nanσ
Operating Margin	2.1%	-0.0957	nan	+nanσ
Occupancy Rate	44.3%	0.1131	nan	+nanσ
Revenue Per Bed	2.6%	335,259	nan	+nanσ
Net To Gross Ratio	22.4%	0.8117	nan	+nanσ

Hospital Profile Demand Analysis 3-Year History National Regression KS Market