Statistical Profile — KFH - WASHINGTON

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

Beds

1.0000

Net Revenue

nan%

Op Margin

17.5%

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.

Net-to-Gross Ratio: +2.9σ above national mean
Payer Diversity Index: -2.5σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and WA (n=104) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	WA Median	Z-Score	Nat'l %ile	State %ile
Beds	24	63	54	-0.60σ	P14	P18
Net Patient Revenue	1.0000	$59.7M	$95.5M	-0.47σ	P0 ▼	P0 ▼
Operating Expenses	$-32.0M	$62.7M	$100.1M	-0.53σ	P0 ▼	P0 ▼
Net Income	$32.0M	$-2.1M	$-5.0M	+0.31σ	P93 ▲	P97 ▲
Gross Patient Revenue	1.0000	$186.6M	$261.9M	-0.47σ	P0 ▼	P0 ▼
Total Patient Days	1,532	12,073	13,378	-0.58σ	P12	P7 ▼
Medicare Day %	2.7%	30.9%	30.6%	-1.56σ	P4 ▼	P2 ▼
Medicaid Day %	1.4%	5.1%	3.3%	-0.63σ	P20	P19
Revenue per Bed	0.0417	$1.2M	$1.9M	-0.77σ	P0 ▼	P0 ▼
Occupancy Rate	17.5%	53.7%	61.2%	-1.35σ	P11	P3 ▼
Commercial Payer %	95.8%	61.2%	63.2%	+1.79σ	P96 ▲	P97 ▲
Net-to-Gross Ratio	100.0%	33.3%	36.7%	+2.94σ	P98 ▲	P97 ▲
Expense per Bed	$-1.3M	$1.2M	$2.0M	-1.20σ	P0 ▼	P0 ▼
Revenue per Patient Day	0.0007	7,054	9,258	-0.08σ	P0 ▼	P0 ▼
Payer Diversity Index	0.081	0.473	0.460	-2.49σ	P4 ▼	P2 ▼

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%	1.0000	$-33.4M	+0.13σ
Occupancy Rate	44.3%	0.1749	0.6248	-2.47σ
Revenue Per Bed	2.6%	0.0417	$1.7M	-0.88σ
Net To Gross Ratio	22.4%	1.0000	0.2410	+4.38σ

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