ArticleJMIR mHealth and uHealth2023
Associations Between Product Type and Intensity of Tobacco and Cannabis Co-use on the Same Day Among Young Adult Smokers: Smartphone-Based Daily-Diary Study.
Article in JMIR mHealth and uHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Day-level associations of nicotine and cannabis vaping and co-vaping with sleep duration and quality among young adults: A smartphone-based daily diary study.Sleep health · 2026Article
- Multilevel Correlates of Same Day Poly-Product Use/Co-Use among Adolescents Who Use Tobacco and Cannabis.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025Article
- Heterogeneity in Nicotine, Tobacco, and Cannabis Use Among U.S. Adolescents and Adults Aged 12-34 Years.American journal of preventive medicine · 2025Article
- App-Based Smoking Urge Reduction Intervention for Young Adults: Protocol Combining a Microrandomized Trial and Conventional Between-Subject Randomized Trial.JMIR research protocols · 2025Article
- Event-Level Differences in Quantity, Frequency, and Consequences of Cannabis Use by Modes of Use Among Sexual Minority Women and Gender Diverse Individuals.Journal of studies on alcohol and drugs · 2025Article
- Tobacco and Cannabis Co-Use by Sexual Minority Adults in the United States, 2022.American journal of preventive medicine · 2025Article
- Motivations for Tobacco, Cannabis, and Their Co-Use Among U.S. Young Adults Who Engage in Same-Day Co-Use.Substance use & misuse · 2025Article
- Vaping nicotine and cannabis on the same occasion is linked to increased vaping consumption among young adults: A smartphone-based daily diary study.Drug and alcohol dependence · 2025Article
- Nicotine and cannabis routes of administration and dual use among U.S. young adults who identify as Hispanic, non-Hispanic Black, and non-Hispanic White.Preventive medicine reports · 2024Article
- Day-level correlates of nicotine and cannabis vaping among young adults in the United States.Addictive behaviors · 2024Article
- Urgent need for treatment addressing co-use of tobacco and cannabis: An updated review and considerations for future interventions.Addictive behaviors · 2024Review
- The underrepresentation of racial/ethnic minorities in research on co-use of nicotine, alcohol, and/or cannabis via ecological momentary assessment methods: A narrative review.Drug and alcohol dependence · 2024Review
- Classification of patterns of tobacco and cannabis co-use based on temporal proximity: A qualitative study among young adults.Addictive behaviors · 2024Article
- Associations of polygenic risk scores for smoking heaviness and lifetime cannabis use with tobacco and cannabis co-use trajectories among African Americans.Drug and alcohol dependence · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
backgroundCo-use of tobacco and cannabis is highly prevalent among young US adults. Same-day co-use of tobacco and cannabis (ie, use of both substances on the same day) may increase the extent of use and negative health consequences among young adults. However, much remains unknown about same-day co-use of tobacco and cannabis, in part due to challenges in measuring this complex behavior. Nuanced understanding of tobacco and cannabis co-use in terms of specific products and intensity (ie, quantity of tobacco and cannabis use within a day) is critical to inform prevention and intervention efforts.
objectiveWe used a daily-diary data collection method via smartphone to capture occurrence of tobacco and cannabis co-use within a day. We examined (1) whether the same route of administration would facilitate co-use of 2 substances on the same day and (2) whether participants would use more tobacco on a day when they use more cannabis.
methodsThis smartphone-based study collected 2891 daily assessments from 147 cigarette smokers (aged 18-26 years, n=76, 51.7% female) during 30 consecutive days. Daily assessments measured type (ie, cigarette, cigarillo, or e-cigarette) and intensity (ie, number of cigarettes or cigarillos smoked or number of times vaping e-cigarettes per day) of tobacco use and type (ie, combustible, vaporized, or edible) and intensity (ie, number of times used per day) of cannabis use. We estimated multilevel models to examine day-level associations between types of cannabis use and each type of tobacco use, as well as day-level associations between intensities of using cannabis and tobacco. All models controlled for demographic covariates, day-level alcohol use, and time effects (ie, study day and weekend vs weekday).
resultsSame-day co-use was reported in 989 of the total 2891 daily assessments (34.2%). Co-use of cigarettes and combustible cannabis (885 of the 2891 daily assessments; 30.6%) was most commonly reported. Participants had higher odds of using cigarettes (adjusted odds ratio [AOR] 1.92, 95% CI 1.31-2.81) and cigarillos (AOR 244.29, 95% CI 35.51-1680.62) on days when they used combustible cannabis. Notably, participants had higher odds of using e-cigarettes on days when they used vaporized cannabis (AOR 23.21, 95% CI 8.66-62.24). Participants reported a greater intensity of using cigarettes (AOR 1.35, 95% CI 1.23-1.48), cigarillos (AOR 2.04, 95% CI 1.70-2.46), and e-cigarettes (AOR 1.48, 95% CI 1.16-1.88) on days when they used more cannabis.
conclusionsTypes and intensities of tobacco and cannabis use within a day among young adult smokers were positively correlated, including co-use of vaporized products. Prevention and intervention efforts should address co-use and pay attention to all forms of use and timeframes of co-use (eg, within a day or at the same time), including co-use of e-cigarettes and vaporized cannabis, to reduce negative health outcomes.
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