ArticleAddictive behaviors2020
Emotion regulation dynamics predict substance use in high-risk adolescents.
Article in Addictive behaviors, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Emotion Regulation Treatment for Alcohol Use Disorder: Results of a Stage II Randomized Clinical Efficacy Trial.Alcohol, clinical & experimental research · 2026Trial
- Pathways Linking Racial Discrimination to Suicidal Thoughts and Behaviors Among Racial and Ethnic Minority Adolescents.The Psychiatric quarterly · 2026Article
- Externalized anger as a mediator of harsh parenting and substance use among Appalachian adolescents.Addictive behaviors reports · 2026Article
- Efficacy of an integrated treatment for fathers with Co-occurring substance misuse and family violence.Contemporary clinical trials communications · 2025Article
- Profiles of HIV-Related Knowledge and Self-Regulation Factors in At-Risk Pre-Adolescents.Children's health care : journal of the Association for the Care of Children's Health · 2025Article
- Regulation Strategies, Contextual Problems, Addictive and Suicidal Behaviors: A Network Perspective with Adolescents.Behavioral sciences (Basel, Switzerland) · 2024Article
- Multi-Level Protective Factors of Adolescent Smoking and Drinking.European journal of investigation in health, psychology and education · 2023Article
- Examining Within- and Between-Person Facets of Negative Affect and Associations with Daily Craving Among Young Adults in Substance Use Disorder Recovery.Addiction research & theory · 2023Article
- Peer sexual harassment, affect, and substance use: Daily level associations among adolescents.Journal of adolescence · 2022Article
- Predicting Relapse in Substance Use: Prospective Modeling Based on Intensive Longitudinal Data on Mental Health, Cognition, and Craving.Brain sciences · 2022Article
- The Effect of Momentary Affect on Substance Use among Young Adults Who Experience Homelessness.Substance use & misuse · 2022Article
- Trait anger expression mediates childhood trauma predicting for adulthood anxiety, depressive, and alcohol use disorders.Journal of affective disorders · 2021Article
- Meeting Kids Where They Are At-A Substance Use and Sexual Risk Prevention Program via Telemedicine for African American Girls: Usability and Acceptability Study.Journal of medical Internet research · 2020Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Emotional factors such as stress and anxiety contribute to risk of substance use in adolescents. Descriptive measures of within-person affect variability are often used to predict morbidity, but indices derived from theoretical models may provide more interpretable alternatives. A continuous-time state-space model of emotion regulation as closed-loop feedback control was used to estimate the homeostatic tendency of affect in each of 94 adolescent participants. The resulting indices of emotion regulation were then compared to within-person affect sum score means and standard deviations in predicting total counts of nicotine, alcohol, and cannabis use. Model-based emotion regulation was significantly associated with lower frequencies of nicotine, alcohol, and cannabis use, while mean negative affect sum score was associated with higher frequencies. Model comparisons revealed that while model-based predictors and descriptive statistics explained similar amounts of variance in substance use, the explained variance proportions were independent between the approaches. The greatest predictive value was achieved by a combined model with both sets of affect indices. We conclude that theoretically defined and model-estimated individual characteristics may serve an important role in conceptualizing and predicting substance use behavior.
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