Statistical Profile — METHODIST MCKINNEY HOSPITAL

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

Beds

$76.0M

Net Revenue

10.5%

Op Margin

13.8%

Occupancy

Outlier Flags

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	TX Median	Z-Score	Nat'l %ile	State %ile
Beds	23	63	54	-0.60σ	P14	P16
Net Patient Revenue	$76.0M	$59.7M	$36.3M	-0.31σ	P55	P64
Operating Expenses	$68.0M	$62.7M	$37.1M	-0.33σ	P52	P64
Net Income	$8.0M	$-2.1M	-315,113	+0.14σ	P83	P76
Gross Patient Revenue	$208.0M	$186.6M	$134.7M	-0.36σ	P52	P57
Total Patient Days	1,162	12,073	10,290	-0.59σ	P9 ▼	P14
Medicare Day %	28.3%	30.9%	28.1%	-0.28σ	P44	P51
Operating Margin	10.5%	-4.8%	-0.7%	+0.85σ	P83	P72
Revenue per Bed	$3.3M	$1.2M	843,354	+0.94σ	P93 ▲	P93 ▲
Occupancy Rate	13.8%	53.7%	52.9%	-1.50σ	P8 ▼	P15
Commercial Payer %	71.7%	61.2%	69.3%	+0.61σ	P73	P55
Net-to-Gross Ratio	36.6%	33.3%	28.5%	-0.09σ	P56	P66
Expense per Bed	$3.0M	$1.2M	933,465	+0.57σ	P90	P92 ▲
Revenue per Patient Day	65,433	7,054	5,735	+0.17σ	P98 ▲	P96 ▲
Payer Diversity Index	0.406	0.473	0.412	-0.21σ	P29	P49

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%	$76.0M	nan	+nanσ
Operating Margin	2.1%	0.1051	nan	+nanσ
Occupancy Rate	44.3%	0.1384	nan	+nanσ
Revenue Per Bed	2.6%	$3.3M	nan	+nanσ
Net To Gross Ratio	22.4%	0.3656	nan	+nanσ

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