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Title:The more the merrier: a meta-analysis of efficacy of multi-behavior interventions to reduce substance use
Author(s):Dai, Wenhao
Advisor(s):Albarracín, Dolores
Department / Program:Psychology
Discipline:Psychology
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:M.S.
Genre:Thesis
Subject(s):Meta-analysis
substance use
alcohol
integrated interventions
Abstract:Objective: Death and morbidity associated with substance use have risen continuously over last few decades, increasing the need for rigorous examination of promising programs. Interventions attempting to change multiple behaviors are a new approach designed to address interconnected problems such as the misuse of both alcohol and drugs. The purpose of this meta-analysis was to examine the efficacy of multi-behavior interventions in the substance use domain. Moreover, our synthesis estimated the optimal number of recommendations for intervention efficacy and explored the influence of factors associated with the types of samples or methods used in the synthesized studies. Methods: A research synthesis of multi-target interventions addressing substance-use was conducted to measure change in both behavioral and clinical outcomes between the pretest and follow-up. Results: Fifty-two reports (k = 110, n = 19,991) were included in our analysis. Change across all groups was d = 0.30 (CI = [0.23, 0.30]) for overall outcomes, d = 0.31 (CI = [0.24, 0.38]) for behavioral outcomes, and d = 0.22 (CI = [0.09, 0.35]) for clinical outcomes. Multi-behavior interventions were especially efficacious when targeting at-risk samples, targeting ethnic minority groups, and were culturally appropriate. Furthermore, findings indicated that the number of targeted behaviors was linearly related to intervention efficacy, with interventions that recommended four or more behaviors being the most efficacious. Conclusions: In the midst of the current substance use epidemic, innovative multi-behavior programs appear to hold promise and should be implemented more widely to establish effectiveness in other settings.
Issue Date:2018-07-18
Type:Text
URI:http://hdl.handle.net/2142/101721
Rights Information:Copyright 2018 Wenhao Dai
Date Available in IDEALS:2018-09-27
2020-09-28
Date Deposited:2018-08


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