Psychosocial factors and multiple health risk behaviors among early adolescents: a latent profile analysis.

Christopher M Warren, Afton Kechter, Georgia Christodoulou, Christopher Cappelli, Mary Ann Pentz
Author Information
  1. Christopher M Warren: Sean N Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA. cmwarren@stanford.edu. ORCID
  2. Afton Kechter: Department of Preventive Medicine, Institute for Health Promotion and Disease Prevention Research, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
  3. Georgia Christodoulou: Department of Preventive Medicine, Institute for Health Promotion and Disease Prevention Research, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
  4. Christopher Cappelli: Department of Preventive Medicine, Institute for Health Promotion and Disease Prevention Research, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
  5. Mary Ann Pentz: Department of Preventive Medicine, Institute for Health Promotion and Disease Prevention Research, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.

Abstract

Early adolescence is a pivotal developmental period when multiple health risk behaviors, such as obesity and substance use, are often established. Several psychosocial factors, often considered traits, have been independently associated with these increases, including executive function (EF), mindfulness disposition (MD), perceived stress, distress tolerance (DT), and anhedonia. However, these factors have not been evaluated for their conjoint relationships to determine whether different patterns may signal greater or lesser risk for obesity and substance use, and whether the same patterns relate to obesity and substance use in the same ways (same magnitude of risk). To evaluate these patterns, a latent profile analysis was conducted, resulting in a three-profile model. Profile 1 (8% of sample) was characterized by the lowest levels of EF, MD, DT and highest levels of stress and anhedonia, profile 2 (44%) intermediate levels, and profile 3 (48%) the highest levels of EF, MD, DT and lowest levels of stress and anhedonia. Youth classified to profile 1 reported significantly greater levels of both obesogenic and substance use behaviors relative to other profiles. Findings suggest that adolescents engaging in obesogenic and substance use behaviors may share common profiles of psychosocial risk.

Keywords

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Grants

  1. F31 ES026482/NIEHS NIH HHS
  2. T32 CA009492/NCI NIH HHS

MeSH Term

Adolescent
Adolescent Behavior
Health Risk Behaviors
Humans
Mindfulness
Obesity
Risk Factors
Substance-Related Disorders

Word Cloud

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