Statistical Profile — KANSAS CITY ORTHOPAEDIC INSTITUTE

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

Beds

$86.3M

Net Revenue

21.1%

Op Margin

31.9%

Occupancy

Outlier Flags

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	17	63	25	-0.64σ	P8 ▼	P19
Net Patient Revenue	$86.3M	$59.7M	$19.2M	-0.29σ	P57	P86
Operating Expenses	$68.1M	$62.7M	$22.5M	-0.33σ	P52	P84
Net Income	$18.2M	$-2.1M	$-3.0M	+0.21σ	P90	P97 ▲
Gross Patient Revenue	$306.1M	$186.6M	$37.4M	-0.30σ	P58	P87
Total Patient Days	1,979	12,073	2,916	-0.57σ	P16	P38
Medicare Day %	63.9%	30.9%	52.4%	+1.50σ	P90 ▲	P57
Operating Margin	21.1%	-4.8%	-17.7%	+1.37σ	P94 ▲	P97 ▲
Revenue per Bed	$5.1M	$1.2M	823,887	+1.86σ	P98 ▲	P99 ▲
Occupancy Rate	31.9%	53.7%	32.6%	-0.79σ	P26	P48
Commercial Payer %	36.1%	61.2%	39.6%	-1.12σ	P14	P45
Net-to-Gross Ratio	28.2%	33.3%	54.2%	-0.49σ	P37	P17
Expense per Bed	$4.0M	$1.2M	988,935	+1.01σ	P96 ▲	P99 ▲
Revenue per Patient Day	43,600	7,054	8,637	+0.09σ	P97 ▲	P96 ▲
Payer Diversity Index	0.462	0.473	0.426	+0.17σ	P45	P59

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%	$86.3M	nan	+nanσ
Operating Margin	2.1%	0.2111	nan	+nanσ
Occupancy Rate	44.3%	0.3189	nan	+nanσ
Revenue Per Bed	2.6%	$5.1M	nan	+nanσ
Net To Gross Ratio	22.4%	0.2819	nan	+nanσ

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