Dataset Information

A latent class analysis of pathological-gambling criteria among high school students: associations with gambling, risk and health/functioning characteristics.

ABSTRACT: To identify subtypes of adolescent gamblers based on the 10 Diagnostic and Statistical Manual of Mental Disorders, fourth edition criteria for pathological gambling and the 9 Diagnostic and Statistical Manual of Mental Disorders, fifth edition criteria for gambling disorder and to examine associations between identified subtypes with gambling, other risk behaviors, and health/functioning characteristics.Using cross-sectional survey data from 10 high schools in Connecticut (N = 3901), we conducted latent class analysis to classify adolescents who reported past-year gambling into gambling groups on the basis of items from the Massachusetts Gambling Screen. Adolescents also completed questions assessing demographic information, substance use (cigarette, marijuana, alcohol, and other drugs), gambling behaviors (relating to gambling formats, locations, motivations, and urges), and health/functioning characteristics (eg, extracurricular activities, mood, aggression, and body mass index).The optimal solution consisted of 4 classes that we termed low-risk gambling (86.4%), at-risk chasing gambling (7.6%), at-risk negative consequences gambling (3.7%), and problem gambling (PrG) (2.3%). At-risk and PrG classes were associated with greater negative functioning and more gambling behaviors. Different patterns of associations between at-risk and PrG classes were also identified.Adolescent gambling classifies into 4 classes, which are differentially associated with demographic, gambling patterns, risk behaviors, and health/functioning characteristics. Early identification and interventions for adolescent gamblers should be sensitive to the heterogeneity of gambling subtypes.

SUBMITTER: Kong G

PROVIDER: S-EPMC4667944 | biostudies-literature | 2014 Nov-Dec

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

A latent class analysis of pathological-gambling criteria among high school students: associations with gambling, risk and health/functioning characteristics.

Kong Grace G Tsai Jack J Krishnan-Sarin Suchitra S Cavallo Dana A DA Hoff Rani A RA Steinberg Marvin A MA Rugle Loreen L Potenza Marc N MN

Journal of addiction medicine 20141101 6

<h4>Objectives</h4>To identify subtypes of adolescent gamblers based on the 10 Diagnostic and Statistical Manual of Mental Disorders, fourth edition criteria for pathological gambling and the 9 Diagnostic and Statistical Manual of Mental Disorders, fifth edition criteria for gambling disorder and to examine associations between identified subtypes with gambling, other risk behaviors, and health/functioning characteristics.<h4>Methods</h4>Using cross-sectional survey data from 10 high schools in ...[more]

PMID: 25275877

Similar Datasets

Project description:BackgroundRural youth often begin developing polysubstance use and other risk behaviors during middle school. However, little polysubstance use research focuses on rural middle school youth. Our research uses Latent Class Analysis to understand existing patterns of rural middle school polysubstance use and risk and protective factors associated with polysubstance use.MethodsWe used survey data from a rural middle school pregnancy prevention program (N = 2,708). The survey included measures of demographics, lifetime substance use, trauma (adverse childhood experiences and bullying victimization) and aspects of youth development (parent communication on drugs and alcohol, parent connectedness and school connectedness). We used latent class analysis to produce participant polysubstance use profiles and multinomial regression to examine associations between polysubstance use, demographics, trauma and aspects of youth development.ResultsWe categorized our participants into four latent classes. Our analysis classified 2.2% of participants as Regular Polysubstance users, 6.9% as Polysubstance experimenters, 19% as Vape + Alcohol experimenters and 71.9% as Non-Users. More adverse childhood experiences were associated with greater risk of polysubstance use and experimentation. Bullying was positively associated with greater risk of vape and alcohol experimentation. Higher reported parental and school connectedness were associated with lower risk of high frequency polysubstance use. Higher reported school connection was also associated with lower risk of polysubstance experimentation.ConclusionRural substance use prevention programs should begin during middle school, as polysubstance use development is common among rural middle schoolers. These programs should be trauma informed and focus on connectedness as a modifiable factor to reduce risk of polysubstance use development.Trial registrationThis article does not report results of a health care intervention on human participants.

Dataset Information

A latent class analysis of pathological-gambling criteria among high school students: associations with gambling, risk and health/functioning characteristics.

Publications

A latent class analysis of pathological-gambling criteria among high school students: associations with gambling, risk and health/functioning characteristics.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets