Statistical Profile — MEMORIAL HOSPITAL - ABILENE

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

Beds

$29.1M

Net Revenue

-27.4%

Op Margin

37.3%

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 %: +2.5σ above national mean
Commercial Payer %: -2.1σ below 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	21	63	25	-0.62σ	P12	P30
Net Patient Revenue	$29.1M	$59.7M	$19.2M	-0.41σ	P33	P68
Operating Expenses	$37.0M	$62.7M	$22.5M	-0.39σ	P38	P68
Net Income	$-8.0M	$-2.1M	$-3.0M	+0.03σ	P31	P18
Gross Patient Revenue	$52.2M	$186.6M	$37.4M	-0.44σ	P25	P59
Total Patient Days	2,141	12,073	2,916	-0.57σ	P18	P41
Medicare Day %	84.6%	30.9%	52.4%	+2.54σ	P99 ▲	P93 ▲
Operating Margin	-27.4%	-4.8%	-17.7%	-1.04σ	P14	P30
Revenue per Bed	$1.4M	$1.2M	823,887	-0.05σ	P58	P75
Occupancy Rate	37.3%	53.7%	32.6%	-0.57σ	P32	P59
Commercial Payer %	15.4%	61.2%	39.6%	-2.13σ	P2 ▼	P8 ▼
Net-to-Gross Ratio	55.7%	33.3%	54.2%	+0.82σ	P80	P51
Expense per Bed	$1.8M	$1.2M	988,935	+0.08σ	P69	P84
Revenue per Patient Day	13,580	7,054	8,637	-0.02σ	P78	P81
Payer Diversity Index	0.260	0.473	0.426	-1.23σ	P12	P12

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%	$29.1M	nan	+nanσ
Operating Margin	2.1%	-0.2741	nan	+nanσ
Occupancy Rate	44.3%	0.3735	nan	+nanσ
Revenue Per Bed	2.6%	$1.4M	nan	+nanσ
Net To Gross Ratio	22.4%	0.5574	nan	+nanσ

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