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. 2011 Nov 9;19(3):334–340. doi: 10.1136/amiajnl-2011-000271

Table 3.

Adjusted comparisons between internal and external patients for the numbers of laboratory tests, procedures, and medications ordered during the index visit

Outcomes Independent variables Site A Site B Site C
Best-fit model Negative binomial, Exp (β) Negative binomial, Exp (β) Hurdle model
n=0§ n>0
Laboratory tests Internality (ref: external) 0.954* 0.990 0.643 0.860**
Sex (ref: female) 1.092** 1.021 0.779 0.983
Age 0.999 0.997* 1.008 0.997*
Marriage (ref: single) 0.992 1.003 1.189 0.944*
Race (ref: non-white) 1.029 1.089 0.664 1.152*
Charlson comorbidity index 1.020** 1.011 0.861* 1.014*
Hospitalized? (ref: no) 1.912** 1.236* 0.053** 1.373**
Best-fit model Negative binomial Negative binomial Negative binomial
Medications Internality (ref: external) 0.664** 0.793 0.787*
Sex (ref: female) 0.943 0.839* 1.038
Age 0.998 0.987** 0.995*
Marriage (ref: single) 1.022 0.957 0.853*
Race (ref: non-white) 0.987 1.022 1.100
Charlson comorbidity index 1.038** 0.992 1.029
Hospitalized? (ref: no) 2.570** 2.155* 5.385**
Best-fit model Hurdle model Hurdle model Hurdle model
n=0§ n>0 n=0§ n>0 n=0§ n>0
Procedures Internality (ref: external) 0.874 0.957 1.354 0.829 1.015 0.901
Sex (ref: female) 0.718 0.983 0.825 1.086 1.068 0.986
Age 0.996 1.003 0.988 1.008* 1.001 1.001
Marriage (ref: single) 1.057 0.999 1.301 1.010 1.218 0.958
Race (ref: non-white) 0.878 0.957 1.104 1.122 0.656 1.104
Charlson comorbidity index 1.025 1.008 0.988 0.977 0.990 0.995
Hospitalized? (ref: no) 0.162** 1.377* 0.583 2.085* 0.194** 1.391**

*p<0.05, **p<0.001.

ref denotes the reference group to which another group is compared to determine changes in outcome.

β: regression coefficients; Exp is the exponential function.

§

The odds ratio of having a count of zero.