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. 2009 Mar 19;3:4. doi: 10.1186/1751-0759-3-4

Table 3.

Simple correlation coefficients (r) and standard regression coefficients by hierarchical stepwise multiple regression (β) between baseline variables and HbA1c at baseline of patients with type 2 diabetes (n = 304).

Hierarchical stepwise regression analysis

Simple correlation Model 1 Model 2 Model 3




Baseline variables r P β P β P β P




Sex (male = 1, female = 0) -0.047 0.148 - - - - - -
Age -0.311 <0.001 -0.316 <0.001 -0.296 <0.001 -0.295 <0.001
Duration of illness 0.051 0.376 - - - - -
Treatment regimen (diet only = 1, medication = 0) -0.249 <0.001 -0.177 0.001 -0.155 0.005 -0.157 0.005
No. of microvascular complications of diabetes 0.168 <0.001 0.177 0.001 0.170 0.003 0.163 0.003
DTSQ -0.219 <0.001 NI NI -0.120 0.030 NI NI
W-BQ12 -0.125 0.030 NI NI - - - -
PAID 0.220 <0.001 NI NI NI NI 0.131 0.017
SES -0.030 0.607 NI NI - - - -
Social Support Scale -0.052 0.367 NI NI - - - -
Self-Efficacy Scale -0.187 <0.001 NI NI - - - -
Adjusted R2 0.164 0.178 0.178
F 20.8 <0.001 17.2 <0.001 17.2 <0.001

Medication, oral hypoglycemic agents, or insulin, or insulin plus oral hypoglycemic agents. DTSQ, Diabetes Treatment Satisfaction Questionnaire; W-BQ12, Well-being Questionnaire12; PAID, Problem Areas in Diabetes Scale; SES, Self-Esteem Scale. Each measure is detailed in the footnotes of Table 1. R2, multiple coefficient of determination. NI, not included. Model 1, adjusted for sex, age, duration of illness, treatment regimen, number of microvascular complications of diabetes; Model 2, adjusted for Model 1 and DTSQ, W-BQ12, SES, Social Support Scale, Self-Efficacy Scale; Model 3, adjusted for Model 1 and W-BQ12, PAID, SES, Social Support Scale, Self-Efficacy Scale.