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. Author manuscript; available in PMC: 2018 Jul 9.
Published in final edited form as: Addict Behav. 2017 Dec 20;80:39–46. doi: 10.1016/j.addbeh.2017.12.022

Table 4.

Hierarchical regression models predicting alcohol problems at baseline (cross-sectional model) and 1-month follow-up (prospective model).

Variable Cross-sectional Model
DV: BL alcohol problems
Prospective Model
DV: 1mo alcohol problems


β p Adj. R2 β p Adj. R2
Step 1 Gender 0.04 0.34 < 0.001 0.004 0.92 0.20
Intervention group 0.01 0.73
Drinks per week 0.20 < 0.001
Alcohol problems 0.34 < 0.001
Step 2 Gender 0.06 0.11 0.10 < 0.001 0.99 0.22
Intervention group 0.02 0.65
Drinks per week 0.14 0.002
Alcohol problems 0.31 < 0.001
Descriptive norms 0.24 < 0.001 0.10 < 0.05
Injunctive norms 0.11 0.02 0.07 0.15
Step 3 Gender 0.06 0.20 0.11 −0.001 0.98 0.21
Intervention group 0.05 0.28
Drinks per week 0.05 0.33
Alcohol problems 0.32 < 0.001
Descriptive norms 0.27 < 0.001 0.09 0.10
Injunctive norms 0.11 0.05 0.09 0.10
Attitude moderate −0.03 0.52 −0.11 0.02
Step 4 Gender 0.07 0.12 0.12 0.01 0.81 0.22
Intervention group 0.04 0.33
Drinks per week −0.002 0.97
Alcohol problems 0.32 < 0.001
Descriptive norms 0.25 < 0.001 0.07 0.21
Injunctive norms 0.10 0.07 0.07 0.19
Attitude moderate 0.004 0.93 −0.07 0.18
Attitude heavy 0.10 0.07 0.17 0.001

Note. 1mo = 1 month. Attitude heavy = attitude toward heavy drinking. Attitude moderate = attitude toward moderate drinking. BL = baseline. Gender was coded men = 0 and women = 1.