ArticlePrevention science : the official journal of the Society for Prevention Research2022
Stress and Affect as Daily Risk Factors for Substance Use Patterns: an Application of Latent Class Analysis for Daily Diary Data.
Article in Prevention science : the official journal of the Society for Prevention Research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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The trial behind it
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Who cites it
28 citing papers in PubMed, 26 citations in OpenAlex.
- E-cigarette and cannabis use and co-use patterns and dependence trajectories among young adults in the United States.Addiction (Abingdon, England) · 2026Article
- Heterogeneity of Within-Day Simultaneous Alcohol and Cannabis Use Behaviors Among Young Adults: A Multilevel Latent Class Analysis.Journal of studies on alcohol and drugs · 2026Article
- Affect, Motives for Cannabis Use, Duration of Intoxication, and Cannabis Consequences: Cannabis Use Problem Severity as a Potential Moderator.Journal of studies on alcohol and drugs · 2026Article
- Day-level latent classes of alcohol and cannabis use motives: Associations by combined use, level of use, and consequences.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- Dynamic bidirectional relationships between perceived stress and emotion regulation in emergency medical service clinicians.Npj mental health research · 2026Article
- Longitudinal profiles of affect dynamics in middle and later life: A latent transition analysis.Psychology and aging · 2026Article
- Measuring cannabis use and cannabis-related consequences among college students who engage in simultaneous alcohol and cannabis use: Associations by type of cannabis product and mode of use on weekend days with cannabis.Addictive behaviors · 2026Article
- Daily patterns of single and poly-substance use among adolescent and young adult females: A day-level latent class analysis.Addictive behaviors · 2025Article
- Justice System Involvement As a Risk Factor for Substance Use Into Mid-Thirties.Journal of drug issues · 2025Article
- Patterns of substance use on a given day in a national sample of U.S. young adults.Addictive behaviors · 2025Article
- Ambulatory assessment to advance the science of nondrug reward in addiction and recovery.Addiction research & theory · 2025Article
- Affective reinforcement of simultaneous versus single use of alcohol and cannabis.Drug and alcohol dependence · 2025Article
- Early-day psychosocial predictors of later-day simultaneous alcohol and cannabis use among college-attending young adults.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025Article
- Profiles of alcohol intoxication and their associated risks in young adults' natural settings: A multilevel latent profile analysis applied to daily transdermal alcohol concentration data.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025Article
- The need to consider other substance use and the heterogeneity of simultaneous alcohol and cannabis use occasions: A commentary on Farrelly et al.Alcohol, clinical & experimental research · 2025Article
- Functional Relationships of Binge Drinking and Alcohol-Related Problems With Posttraumatic Stress Symptoms in a Pilot Sample of Veterans.Journal of dual diagnosis · 2025Article
- Using a Smartwatch App to Understand Young Adult Substance Use: Mixed Methods Feasibility Study.JMIR human factors · 2024Article
- Associations between day-level affect profiles and same-day substance use among young adults.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2024Article
- Latent classes of alcohol and cannabis use among adults with binge-spectrum eating disorders: Associations with eating disorder symptom severity and personality features.European eating disorders review : the journal of the Eating Disorders Association · 2024Article
- Are you thinking what I'm thinking? Defining what we mean by "polysubstance use."The American journal of drug and alcohol abuse · 2024Article
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
At the population level, use of multiple substances (or "co-use") is prevalent in young adulthood and linked with increased risk for experiencing substance-related harms. Less understood is the heterogeneity of substance use behaviors within individuals and across days, as well as the proximal predictors of these daily use patterns. The present study applied latent class analysis to daily diary data to identify daily substance use patterns and compare day-level class membership based on day-level stress and positive and negative affect among a higher-risk sample of young adult substance users. Participants (n = 152) completed up to 13 daily assessments of stress, affect, and substance use behavior. Among substance use days, five classes of days were identified: cannabis (some alcohol; 43% of days), alcohol-only (26%), vaping (some alcohol, cannabis; 24%), stimulant + alcohol (some cannabis, vaping; 4%), and cigarette-only (3%) days. Days with lower levels of perceived stress were significantly more likely to be alcohol-only Days relative to being days characterized by cigarette use, cannabis use, or multiple drug combinations. Days with higher levels of stress and negative affect were more likely to be cigarette-only days relative to cannabis and vaping days. Study findings document the wide range of substance use and co-use behaviors exhibited among young adults in daily life and highlight the importance of considering risk factors that correspond to days of problematic use patterns.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.