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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Associação Brasileira de Psiquiatria
2020
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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 |
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Healy,Shannon Martins,Silvia S. Fidalgo,Thiago M. Sanchez,Zila M. |
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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. |
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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. |
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Associação Brasileira de Psiquiatria |
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2020 |
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http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462020000300278 |
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