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Integrating Person‐Centered and Variable‐Centered Approaches in the Study of Developmental Courses and Transitions in Alcohol Use: Introduction to the Special Section
Author(s) -
Bates Marsha E.
Publication year - 2000
Publication title -
alcoholism: clinical and experimental research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.267
H-Index - 153
eISSN - 1530-0277
pISSN - 0145-6008
DOI - 10.1111/j.1530-0277.2000.tb02069.x
Subject(s) - categorical variable , latent variable , psychology , binge drinking , latent variable model , variable (mathematics) , alcohol use disorder , section (typography) , substance use , developmental psychology , clinical psychology , human factors and ergonomics , computer science , poison control , alcohol , artificial intelligence , medicine , machine learning , mathematical analysis , biochemistry , chemistry , environmental health , mathematics , operating system
This special section consists of research from the symposium “Integrating Person‐Centered and Variable‐Centered Approaches to the Study of Developmental Courses and Transitions in Alcohol Use,” presented at the 1999 Annual Meeting of the Research Society on Alcoholism. The section focuses on ways to integrate variable‐centered and person‐centered approaches to better understand longitudinal trajectories of alcohol use and associated problems. Our aim is to increase awareness and discussion of alternative conceptual and quantitative approaches that involve both a person‐centered and a variable‐centered component, and to make these methods more accessible to alcohol and other drug researchers. The first paper provides a general latent variable modeling framework within which to conceptualize developmental questions that involve the combination of continuous latent variables and categorical variables that represent classifications of individuals into meaningful subgroups. This is followed by three empirical papers that use integrative methods to examine early adult outcomes of adolescent binge drinking; potential mediators of familial alcoholism effects on alcohol and tobacco use disorder comorbidity; and the ability of psychopathology, substance use, and parental history of alcohol problems to predict individual differences in the likelihood of transitions in drinking behavior during adolescence. The section concludes with a discussion of the statistical basis for integrating person‐centered and variable‐centered methods, a comparison of study findings, and directions for future research.