Table 3.

Logistic Regression, Hospital Compare Rating (Training Set)

Coefficient Table					Analysis of Deviance
	Estimate	SE	z	p		df	Deviance	Residual df	Residual Deviance
Intercept	4.781	0.892	5.360	<0.001	Null			2073.0	2819.2
Labor Compensation Ratio	−2.295	0.473	−4.854	<0.001	Labor Compensation Ratio	1	42.807	2072.0	2776.4
Bed Utilization	0.429	0.383	1.119	0.263	Bed Utilization	1	8.841	2071.0	2767.5
Staffed Beds	−0.411	0.096	−4.288	<0.001	Staffed Beds	1	38.039	2070.0	2729.5
Complications	0.689	0.139	4.956	<0.001	Complications	1	47.192	2069.0	2682.3
Medicare Days	−0.304	0.679	−0.448	0.654	Medicare Days	1	1.006	2068.0	2681.3
Medicaid Days	−0.166	0.053	−3.159	0.002	Medicaid Days	1	19.897	2067.0	2661.4
Case Mix	2.456	0.458	5.368	<0.001	Case Mix	1	35.702	2066.0	2625.7
Length of Stay	−2.230	0.344	−6.478	<0.001	Length of Stay	1	54.668	2065.0	2571.0
Market Concentration	−0.205	0.101	−2.024	0.043	Market Concentration	1	5.575	2064.0	2565.5
For Profit	−0.875	0.136	−6.424	<0.001	For Profit	1	56.084	2063.0	2509.4
Rural	0.411	0.182	2.263	0.024	Rural	1	3.135	2062.0	2506.2
Region 2 (NJ, NY, PA)	−0.833	0.271	−3.075	0.002	Region 2	1	0.009	2061.0	2506.2
Region 3 (DE, KY, MD, NC, VA, WV, DC)	−1.020	0.283	−3.605	<0.001	Region 3	1	0.689	2060.0	2505.5
Region 4 (AL, FL, GA, MS, SC, TN)	−1.314	0.261	−5.037	<0.001	Region 4	1	16.33	2059.0	2489.2
Region 5 (IL, MI, IN, OH, WI)	−0.723	0.261	−2.775	0.006	Region 5	1	0.016	2058.0	2489.2
Region 6 (IA, KS, MN, MO, NE, ND, SD)	−0.483	0.287	−1.681	0.093	Region 6	1	2.9	2057.0	2486.3
Region 7 (AR, LA, OK, TX)	−0.953	0.270	−3.526	<0.001	Region 7	1	1.549	2056.0	2484.8
Region 8 (AZ, CO, ID, MT, NM, UT, WY)	−0.890	0.305	−2.920	0.004	Region 8	1	0.696	2055.0	2484.1
Region 9 (AK, CA, HI, NV, OR, WA)	−0.874	0.268	−3.256	0.001	Region 9	1	3.784	2054.0	2480.3
Region Unreported	−0.858	0.304	−2.821	0.005	Region Unreported	1	8.028	2053.0	2472.2