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Gepubliceerd in: Journal of Abnormal Child Psychology 6/2015

01-08-2015

Selection and Socialization Effects in Early Adolescent Alcohol Use: A Propensity Score Analysis

Auteurs: Matthew D. Scalco, Elisa M. Trucco, Donna L. Coffman, Craig R. Colder

Gepubliceerd in: Research on Child and Adolescent Psychopathology | Uitgave 6/2015

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Abstract

The robust correlation between peer and adolescent alcohol use (AU) has been taken as evidence for both socialization and selection processes in the etiology of adolescent AU. Accumulating evidence from studies using a diverse range of methodological and statistical approaches suggests that both processes are involved. A major challenge in testing whether peer AU predicts an adolescent’s drinking (socialization) or whether an adolescent’s drinking predicts peer AU (selection) is the myriad of potentially confounding factors that might lead to an overestimation of socialization and selection effects. After creating AU transition groups based on peer and adolescent AU across two waves (N = 765; age = 10–15; 53 % female), we test whether transitions into AU by adolescents and peers predict later peer and adolescent AU respectively, using (1) propensity score analysis to balance transition groups on 26 potential confounds, (2) a longitudinal design with three waves to establish temporal precedence, and (3) both adolescent (target) and peer self-report of peer AU to disentangle effects attributable to shared reporter bias. Both selection and socialization were supported using both peer self-report of AU and adolescent-report of peer AU. Although cross-sectional analyses suggested peer self-reported models were associated with smaller effects than perceived peer AU, longitudinal analyses suggest a similar sized effect across reporter of peer AU for both selection and socialization. The implications of these findings for the etiology and treatment of adolescent AU are discussed.
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1
Although only SMDs are presented, t test statistics and KS test statistics were also examined. The three measures of balance were generally consistent before weighting (between 8 and 12 % of tests disagreed before weighting) and were always consistent after weighting. Hence inferences were very similar across the different measures of balance before weighting and identical after weighting.
 
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Metagegevens
Titel
Selection and Socialization Effects in Early Adolescent Alcohol Use: A Propensity Score Analysis
Auteurs
Matthew D. Scalco
Elisa M. Trucco
Donna L. Coffman
Craig R. Colder
Publicatiedatum
01-08-2015
Uitgeverij
Springer US
Gepubliceerd in
Research on Child and Adolescent Psychopathology / Uitgave 6/2015
Print ISSN: 2730-7166
Elektronisch ISSN: 2730-7174
DOI
https://doi.org/10.1007/s10802-014-9969-3

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