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Cannabis use characteristics and associations with problematic use outcomes, quitting-related factors, and mental health among US young adults

Carla J. Berg, Cassidy R. LoParco, Katelyn F. Romm, Yuxian Cui, Darcey M. McCready, Yan Wang, Y. Tony Yang, Hannah S. Szlyk, Erin Kasson, Rishika Chakraborty, Patricia Cavazos‐Rehg

2025Substance Abuse Treatment Prevention and Policy10 citationsDOIOpen Access PDF

Abstract

OBJECTIVE: Given the changes in trends of cannabis use (e.g., product types), this study examined latent classes of young adult use and associations with use-related outcomes. METHODS: =26.29, 59.4% female, 19.0% Hispanic, 13.5% Black, 13.6% Asian). Among those reporting past-month use (48.8%), latent class analysis (LCA) indicators included: days used (1-5; 6-20; 21-30), use/day (1; 2-4; ≥5), and type usually used (herb/flower; edibles; oils/vape; concentrates/other). Multivariable regressions examined class in relation to problematic use, quitting-related factors, and mental health, controlling for sociodemographics and state non-medical cannabis laws. RESULTS: LCA identified 4 classes of cannabis use frequency and types used: 'infrequent-herb/edibles' (41.4%), 'frequent-herb' (16.8%), 'moderate-herb' (28.0%), and 'moderate-oil/other' (13.8%). In multivariable analyses (referent group: 'moderate-herb' class), 'frequent-herb' reported less problematic use (B=-0.18, 95%CI=-0.30, -0.07), while 'moderate-oil/other' reported greater (B = 0.39, 95%CI = 0.27, 0.51). 'Infrequent-herb/edibles' had lower odds of driving post-use of cannabis (aOR = 0.28, 95%CI = 0.22, 0.37) and cannabis/alcohol (aOR = 0.52, 95%CI = 0.35, 0.76), whereas 'frequent-herb' (aOR = 1.52, 95%CI = 1.02, 2.28) and 'moderate-oil/other' (aOR = 3.98, 95%CI = 2.72, 5.82) reported greater odds of driving post-cannabis/alcohol use. 'Moderate-oil/other' reported higher quitting importance (B = 0.59, 95%CI = 0.17, 1.01), while 'frequent-herb' reported lower (B=-0.33, 95%CI=-0.99, -0.18). 'Infrequent-herb/edibles' reported higher quitting confidence (B = 0.56, 95%CI = 0.20, 0.92), whereas 'frequent-herb' (B=-1.01, 95%CI=-1.45, -0.57) and 'moderate-oil/other' (B=-1.27, 95%CI=-1.74, -0.81) reported lower. 'Infrequent-herb/edibles' reported fewer mental health symptoms (B=-0.55, 95%CI=-0.93, -0.17), while 'moderate-oil/other' reported more (B = 1.03, 95%CI = 0.53, 1.52). CONCLUSIONS: Preventing frequent and moderate use of cannabis, particularly of oils/concentrates, is crucial given the potential negative implications for problematic use, quitting, and mental health.

Topics & Concepts

CannabisMedicineOdds ratioHerbHealth psychologyDemographyYoung adultPublic healthEnvironmental healthTraditional medicinePsychiatryGerontologyInternal medicineMedicinal herbsSociologyNursingCannabis and Cannabinoid ResearchSubstance Abuse Treatment and OutcomesPsychedelics and Drug Studies
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