Among 338 young sexual minority and gender diverse adults, those who primarily vaped concentrates showed increasing cannabis use frequency and problems over time compared to smokers, while edible users had fewer problems, largely because they used cannabis less often.
Young cannabis users choosing between products, and harm reduction advocates.
Concentrate vapers showed increasing cannabis frequency and problems over time vs smokers
What the researchers found
Four groups emerged: smoking (reference), vaping concentrates, edible use, and multiple modes. Edible users tended to use cannabis less frequently and reported fewer problems than smokers. Concentrate vapers experienced more problems and more frequent use at follow-up compared to smokers, controlling for baseline levels. Using multiple modes per day was not associated with frequency or problems.
Why it matters
Different cannabis products carry different risk profiles, and this study provides evidence that vaping concentrates may be particularly risky for developing problematic use patterns, while edible use appears to carry lower risk. This has practical implications for harm reduction messaging.
The numbers in context
338 participants, ages 18-25. Four groups: smoking, vaping concentrates, edibles, multiple modes. Concentrate vapers: more problems and more frequent use at follow-up vs smokers. Edible users: less frequent use and fewer problems vs smokers. Multiple mode users: no difference from smokers.
How the study worked
Latent profile analysis of 338 sexual minority women and gender diverse individuals (ages 18-25) who used cannabis. Groups were identified based on modes of use, then compared on cannabis use frequency and consequences using longitudinal data with baseline controls.
What this study cannot tell us
Sample was limited to sexual minority women and gender diverse young adults, who may have different use patterns than other populations. Latent profile analysis groups are data-driven and may not replicate in other samples. Concentrate vaping group may have started with higher risk profiles.
How to read the evidence
Longitudinal analysis with baseline controls in a specific population (SGM young adults), limited by sample demographics and data-driven group identification.
When this study was published
Published in 2025.
The bigger picture
The concentrate vaping finding is concerning because concentrates deliver high THC doses efficiently, which may accelerate tolerance and dependence. Combined with the RTHC-06376 finding that higher potency cannabis is associated with more use (not less), this adds to evidence that high-concentration products pose outsized addiction risks.
Questions still open
- Would these patterns hold in other populations? Is the lower risk of edibles driven entirely by less frequent use, or do the pharmacokinetics of oral consumption play a role? Should harm reduction messaging specifically caution against concentrate vaping?
Common questions
Are edibles safer than smoking cannabis?
Why are concentrates potentially more problematic?
Read the original research
Modes of cannabis use, frequency of use, and cannabis use problems: A latent profile analysis of modes of cannabis use.
Addictive behaviors, 164, 108285
Citation
Dyar, Christina; Green, Elise; Rhew, Isaac C. (2025). Modes of cannabis use, frequency of use, and cannabis use problems: A latent profile analysis of modes of cannabis use.. Addictive behaviors, 164, 108285. https://doi.org/10.1016/j.addbeh.2025.108285
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