Why users mix substances: Tracking daily motivation patterns

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 • • Moderately Relevant
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AI Summary

This study examined how young adults' reasons for using alcohol and cannabis vary from day to day and how different combinations of motives relate to substance use patterns. Researchers tracked 328 college students over 54 days, collecting 5,907 daily reports where participants recorded why they used (or didn't use) substances and what consequences they experienced. The analysis identified six distinct daily patterns: fun-only days, social-and-fun days, availability-driven days, exploration-and-fun days, coping days, and days with multiple strong motivations. Understanding these day-level patterns reveals that substance use motives are not static—they shift based on daily circumstances and emotional states.

The most important finding was that days involving multiple motives showed the highest substance use and negative consequences, particularly when both alcohol and cannabis were used together (co-use). Days driven by coping motives and those with generally high motivation across all reasons showed the most severe outcomes, including greater quantities used and more substance-related harms. In contrast, fun-only or simple social motivations were associated with more moderate use patterns. The study reveals that young adults aren't using substances for a single reason; most use days involve overlapping motivations that amplify both use intensity and potential harms.

These findings have practical implications for prevention and intervention strategies. Since motives vary predictably across days, targeted just-in-time interventions—delivered when individuals are most vulnerable—could help interrupt problematic use patterns before they escalate. Understanding that coping-motivated use and complex motive combinations drive the highest harms suggests that interventions should address underlying emotional regulation and stress management, not just discourage substance use itself.

📄 Original Abstract

Motives for alcohol and cannabis use are highly dynamic and vary across days. Limited prior work has explored endorsement of multiple motives within a day and how select combinations correspond to use patterns among young adults. The present study used a nuanced analytic technique-multilevel latent class analysis-applied to day-level data to characterize motives for alcohol and cannabis use and examine the associations between day-level class membership and same-day alcohol, cannabis, and co-use outcomes. Participants (n = 328; Mage = 19.8 [SD = 1.31]; 51.5% female; 75% White) were college students enrolled in a 54-day ecological momentary assessment study, yielding 5,907 daily reports. Each day, participants recorded their motives for using alcohol and/or cannabis as well as their substance use behavior (type and level of use, substance-related consequences). Six day-level classes were identified using multilevel latent class analysis: fun motives days (37.5% of days), social and fun motives days (36.4%), offered/availability motives days (10.1%), expand and fun motives days (9.0%), coping motives days (5.0%), and general high motives days (2.0%). Classes differed across all substance use outcomes and harms. General high motives days had the highest proportion of co-use days and the greatest level of alcohol use, negative consequences, and cannabis use occasions, followed by the social and fun motives class. Most alcohol and/or cannabis use days were characterized by multiple motives, with the greatest level of substance use and harms associated with days in which multiple motives were endorsed. Findings may help inform just-in-time interventions aimed at reducing substance use and co-use-related consequences. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

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