Statistical Profile — BARNES-KASSON COUNTY HOSPITAL

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

Beds

$17.2M

Net Revenue

-12.5%

Op Margin

22.5%

Occupancy

Outlier Flags

Statistical Outliers (1)

Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.

Payer Diversity Index: -2.4σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and PA (n=225) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	PA Median	Z-Score	Nat'l %ile	State %ile
Beds	25	63	106	-0.59σ	P16	P9 ▼
Net Patient Revenue	$17.2M	$59.7M	$83.4M	-0.43σ	P18	P11
Operating Expenses	$19.3M	$62.7M	$85.9M	-0.43σ	P19	P10
Net Income	$-2.1M	$-2.1M	$-3.8M	+0.07σ	P49	P55
Gross Patient Revenue	$30.5M	$186.6M	$340.6M	-0.45σ	P14	P4 ▼
Total Patient Days	2,057	12,073	21,342	-0.57σ	P17	P11
Medicaid Day %	5.1%	5.1%	1.9%	-0.35σ	P50	P78
Operating Margin	-12.5%	-4.8%	-4.4%	-0.30σ	P32	P35
Revenue per Bed	686,072	$1.2M	$1.1M	-0.41σ	P31	P32
Occupancy Rate	22.5%	53.7%	57.9%	-1.15σ	P16	P13
Commercial Payer %	94.9%	61.2%	70.9%	+1.74σ	P96 ▲	P91 ▲
Net-to-Gross Ratio	56.3%	33.3%	27.4%	+0.85σ	P81	P93 ▲
Expense per Bed	771,725	$1.2M	$1.2M	-0.33σ	P32	P32
Revenue per Patient Day	8,338	7,054	6,766	-0.04σ	P57	P62
Payer Diversity Index	0.096	0.473	0.420	-2.38σ	P5 ▼	P8 ▼

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%	$17.2M	nan	+nanσ
Operating Margin	2.1%	-0.1248	nan	+nanσ
Occupancy Rate	44.3%	0.2254	nan	+nanσ
Revenue Per Bed	2.6%	686,072	nan	+nanσ
Net To Gross Ratio	22.4%	0.5628	nan	+nanσ

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