Statistical Profile — GRAHAM REGIONAL MEDICAL CENTER

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

Beds

$18.3M

Net Revenue

-27.5%

Op Margin

14.2%

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	25	63	54	-0.59σ	P16	P20
Net Patient Revenue	$18.3M	$59.7M	$36.3M	-0.43σ	P20	P28
Operating Expenses	$23.4M	$62.7M	$37.1M	-0.42σ	P24	P34
Net Income	$-5.0M	$-2.1M	-315,113	+0.05σ	P37	P26
Gross Patient Revenue	$63.5M	$186.6M	$134.7M	-0.43σ	P29	P36
Total Patient Days	1,296	12,073	10,290	-0.59σ	P10	P16
Medicare Day %	50.2%	30.9%	28.1%	+0.81σ	P80	P76
Operating Margin	-27.5%	-4.8%	-0.7%	-1.05σ	P14	P21
Revenue per Bed	733,309	$1.2M	843,354	-0.39σ	P33	P46
Occupancy Rate	14.2%	53.7%	52.9%	-1.48σ	P8 ▼	P16
Commercial Payer %	49.8%	61.2%	69.3%	-0.45σ	P31	P23
Net-to-Gross Ratio	28.9%	33.3%	28.5%	-0.46σ	P39	P50
Expense per Bed	935,208	$1.2M	933,465	-0.26σ	P38	P50
Revenue per Patient Day	14,146	7,054	5,735	-0.02σ	P79	P79
Payer Diversity Index	0.500	0.473	0.412	+0.44σ	P66	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%	$18.3M	nan	+nanσ
Operating Margin	2.1%	-0.2753	nan	+nanσ
Occupancy Rate	44.3%	0.1420	nan	+nanσ
Revenue Per Bed	2.6%	733,309	nan	+nanσ
Net To Gross Ratio	22.4%	0.2888	nan	+nanσ

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