Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis

Objective: Adolescent substance abuse is a public health concern worldwide, and its prevention is the subject of numerous programmatic efforts. Yet, little research exists on the structure of drug-related belief patterns in youth and their utility in preventive program planning. The aim of this study is to determine the structure of drug-related beliefs among 12-15-year-old students in Brazil using latent class analysis. Methods: De-identified survey data were obtained from the baseline sample (n=6,176) of a randomized controlled trial on the #Tamojunto drug use prevention program in Brazilian middle schools. Using 11 survey items assessing drug-related beliefs as indicators, four models were run and assessed for goodness-of-fit. For the best fitting model, demographic variables and substance use across latent classes were assessed. Results: Model fit statistics indicated that the best fit was a three-class solution, comprising a large Drug-Averse Beliefs class (80.9%), a smaller Permissive Beliefs class (12.7%), and an Inconsistent Beliefs class (6.4%). Respondents in the Permissive Beliefs and Inconsistent Beliefs classes reported greater past-year drug use, were slightly older and less likely to be female than those in the Drug-Averse Beliefs class. Conclusions: These results indicate that conceptualizing drug beliefs as a categorical latent variable may be useful for informing prevention. Longitudinal studies are needed to establish temporality and assess further applicability of this construct.

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Main Authors: Healy,Shannon, Martins,Silvia S., Fidalgo,Thiago M., Sanchez,Zila M.
Format: Digital revista
Language:English
Published: Associação Brasileira de Psiquiatria 2020
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462020000300278
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spelling oai:scielo:S1516-444620200003002782020-09-22Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysisHealy,ShannonMartins,Silvia S.Fidalgo,Thiago M.Sanchez,Zila M. Prevention school-based services substance use adolescent health intervention drug use Objective: Adolescent substance abuse is a public health concern worldwide, and its prevention is the subject of numerous programmatic efforts. Yet, little research exists on the structure of drug-related belief patterns in youth and their utility in preventive program planning. The aim of this study is to determine the structure of drug-related beliefs among 12-15-year-old students in Brazil using latent class analysis. Methods: De-identified survey data were obtained from the baseline sample (n=6,176) of a randomized controlled trial on the #Tamojunto drug use prevention program in Brazilian middle schools. Using 11 survey items assessing drug-related beliefs as indicators, four models were run and assessed for goodness-of-fit. For the best fitting model, demographic variables and substance use across latent classes were assessed. Results: Model fit statistics indicated that the best fit was a three-class solution, comprising a large Drug-Averse Beliefs class (80.9%), a smaller Permissive Beliefs class (12.7%), and an Inconsistent Beliefs class (6.4%). Respondents in the Permissive Beliefs and Inconsistent Beliefs classes reported greater past-year drug use, were slightly older and less likely to be female than those in the Drug-Averse Beliefs class. Conclusions: These results indicate that conceptualizing drug beliefs as a categorical latent variable may be useful for informing prevention. Longitudinal studies are needed to establish temporality and assess further applicability of this construct.info:eu-repo/semantics/openAccessAssociação Brasileira de PsiquiatriaBrazilian Journal of Psychiatry v.42 n.3 20202020-06-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462020000300278en10.1590/1516-4446-2019-0706
institution SCIELO
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country Brasil
countrycode BR
component Revista
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databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author Healy,Shannon
Martins,Silvia S.
Fidalgo,Thiago M.
Sanchez,Zila M.
spellingShingle Healy,Shannon
Martins,Silvia S.
Fidalgo,Thiago M.
Sanchez,Zila M.
Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
author_facet Healy,Shannon
Martins,Silvia S.
Fidalgo,Thiago M.
Sanchez,Zila M.
author_sort Healy,Shannon
title Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
title_short Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
title_full Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
title_fullStr Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
title_full_unstemmed Belief patterns and drug use in a sample of Brazilian youth: an exploratory latent class analysis
title_sort belief patterns and drug use in a sample of brazilian youth: an exploratory latent class analysis
description Objective: Adolescent substance abuse is a public health concern worldwide, and its prevention is the subject of numerous programmatic efforts. Yet, little research exists on the structure of drug-related belief patterns in youth and their utility in preventive program planning. The aim of this study is to determine the structure of drug-related beliefs among 12-15-year-old students in Brazil using latent class analysis. Methods: De-identified survey data were obtained from the baseline sample (n=6,176) of a randomized controlled trial on the #Tamojunto drug use prevention program in Brazilian middle schools. Using 11 survey items assessing drug-related beliefs as indicators, four models were run and assessed for goodness-of-fit. For the best fitting model, demographic variables and substance use across latent classes were assessed. Results: Model fit statistics indicated that the best fit was a three-class solution, comprising a large Drug-Averse Beliefs class (80.9%), a smaller Permissive Beliefs class (12.7%), and an Inconsistent Beliefs class (6.4%). Respondents in the Permissive Beliefs and Inconsistent Beliefs classes reported greater past-year drug use, were slightly older and less likely to be female than those in the Drug-Averse Beliefs class. Conclusions: These results indicate that conceptualizing drug beliefs as a categorical latent variable may be useful for informing prevention. Longitudinal studies are needed to establish temporality and assess further applicability of this construct.
publisher Associação Brasileira de Psiquiatria
publishDate 2020
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462020000300278
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