Cannabis, ENDS, and Tobacco Co-use and Co-exposures Among ECHO Adolescents and Emerging Adults

Importance: Understanding patterns of substance use and environmental exposures to tobacco, cannabis, and electronic nicotine delivery systems (ENDS) among youth is critical for developing targeted prevention strategies, particularly as co-use of tobacco, ENDS, and cannabis becomes more prevalent. Objective: To identify latent classes of tobacco, ENDS, and cannabis use, and environmental exposures to these products among adolescents and emerging adults. Design Setting and Participants: =1,402, 48.7%) from 19 ECHO cohorts. Main Outcomes and Measures: The Youth Risk Behavior Survey-Substance Use module measured experimental and current use of cannabis, ENDS, and tobacco products, as well as daily environmental exposure to tobacco smoke, nicotine aerosols, and cannabis smoke within home and social contexts. A multiple-group latent class analysis was used to identify distinct latent classes of substance use and environmental exposure to tobacco smoke, nicotine aerosols, and cannabis smoke and compared class prevalences across early, middle, and late adolescence. Results: Four latent classes were identified, including: No Use/No Exposure (53%), No Use, Polyexposure (10%), Experimental Use/Low Exposure (22%), and Polysubstance Use/High Polyexposure (14%). Cannabis was the most used substance (34% experimental or current use) and the most common source of environmental exposure (20%), followed by ENDS use (26% experimental or current use; 19% environmental exposure) and combustible tobacco (15% use; 19% environmental exposure). The No Use/No Exposure and No Use/Polyexposure classes were primarily made up of early and middle-aged adolescents, whereas the Experimental Use/Low Exposure and Polysubstance Use/High Polyexposure classes primarily consisted of late adolescents and emerging adults. Conclusions: Our study revealed distinct, developmentally patterned groupings of substance use and environmental exposure among US adolescents and emerging adults, highlighting the need for developmentally tailored interventions, messaging, and policies that address both active use and environmental exposure across adolescence. Key Points: Our findings indicate that the prevalence of co-exposures has risen alongside increased co-use and highlight the critical importance of implementing age-specific prevention and harm reduction strategies that address both individual use and environmental exposure.

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Publication Details

Journal
medRxiv
Published
2026-04-06
DOI
https://doi.org/10.64898/2026.04.03.26350120
Primary Topic
Cannabis and Cannabinoid Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Cannabis, ENDS, and Tobacco Co-use and Co-exposures Among ECHO Adolescents and Emerging Adults

John Michael Felt, Amy M. Cohn, Thad R. Leffingwell, Hannah Appleseth et al.
medRxiv
Cannabis and Cannabinoid Research
article

Cannabis, ENDS, and Tobacco Co-use and Co-exposures Among ECHO Adolescents and Emerging Adults

John Michael Felt, Amy M. Cohn, Thad R. Leffingwell, Hannah Appleseth, Julie M. Croff, Rebecca J. Schmidt
article en

Abstract

Importance: Understanding patterns of substance use and environmental exposures to tobacco, cannabis, and electronic nicotine delivery systems (ENDS) among youth is critical for developing targeted prevention strategies, particularly as co-use of tobacco, ENDS, and cannabis becomes more prevalent. Objective: To identify latent classes of tobacco, ENDS, and cannabis use, and environmental exposures to these products among adolescents and emerging adults. Design Setting and Participants: =1,402, 48.7%) from 19 ECHO cohorts. Main Outcomes and Measures: The Youth Risk Behavior Survey-Substance Use module measured experimental and current use of cannabis, ENDS, and tobacco products, as well as daily environmental exposure to tobacco smoke, nicotine aerosols, and cannabis smoke within home and social contexts. A multiple-group latent class analysis was used to identify distinct latent classes of substance use and environmental exposure to tobacco smoke, nicotine aerosols, and cannabis smoke and compared class prevalences across early, middle, and late adolescence. Results: Four latent classes were identified, including: No Use/No Exposure (53%), No Use, Polyexposure (10%), Experimental Use/Low Exposure (22%), and Polysubstance Use/High Polyexposure (14%). Cannabis was the most used substance (34% experimental or current use) and the most common source of environmental exposure (20%), followed by ENDS use (26% experimental or current use; 19% environmental exposure) and combustible tobacco (15% use; 19% environmental exposure). The No Use/No Exposure and No Use/Polyexposure classes were primarily made up of early and middle-aged adolescents, whereas the Experimental Use/Low Exposure and Polysubstance Use/High Polyexposure classes primarily consisted of late adolescents and emerging adults. Conclusions: Our study revealed distinct, developmentally patterned groupings of substance use and environmental exposure among US adolescents and emerging adults, highlighting the need for developmentally tailored interventions, messaging, and policies that address both active use and environmental exposure across adolescence. Key Points: Our findings indicate that the prevalence of co-exposures has risen alongside increased co-use and highlight the critical importance of implementing age-specific prevention and harm reduction strategies that address both individual use and environmental exposure.

medRxiv
Oklahoma State University (US), Pennsylvania State University (US), University of Oklahoma Health Sciences Center (US), Oklahoma State University Center for Health Sciences (US), University of California, Davis (US)
Tobacco Settlement Endowment Trust, National Institutes of Health, Stephenson Cancer Center, National Cancer Institute
Good health and well-being
Openalex Percentile: Top 28%
Cannabis and Cannabinoid Research
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