Evidence map›Paper›PMID 42615270›Full record

ArticleAddiction (Abingdon, England)2026

Marketing features of derived intoxicating cannabinoid product brands on Instagram: A content analysis.

Kathryn La Capria, Siyan Meng, Alisa A Padon, Kayla K Tillett, Scott I Donaldson, Jon-Patrick Allem, Matthew E Rossheim, Cassidy LoParco, Carla J Berg, Kristina M Jackson and 1 more

Abstract read
In one paragraph

Article in Addiction (Abingdon, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Kathryn La CapriaRutgers Institute for Nicotine & Tobacco Studies, New Brunswick, NJ, USA.
Siyan MengRutgers Institute for Nicotine & Tobacco Studies, New Brunswick, NJ, USA.
Alisa A PadonPublic Health Institute, Oakland, CA, USA.ORCID https://orcid.org/0000-0003-2681-2464
Kayla K TillettCollege of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA.ORCID https://orcid.org/0000-0002-3681-3009
Scott I DonaldsonRutgers Institute for Nicotine & Tobacco Studies, New Brunswick, NJ, USA.ORCID https://orcid.org/0000-0001-8145-0860
Jon-Patrick AllemRutgers Institute for Nicotine & Tobacco Studies, New Brunswick, NJ, USA.
Matthew E RossheimCollege of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA.ORCID https://orcid.org/0000-0003-4388-5251
Cassidy LoParcoMilken Institute School of Public Health, George Washington University, Washington, DC, USA.
Carla J BergMilken Institute School of Public Health, George Washington University, Washington, DC, USA.ORCID https://orcid.org/0000-0001-8931-1961
Kristina M JacksonRutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.ORCID https://orcid.org/0000-0001-5449-5473
Julia Chen-SankeyRutgers Institute for Nicotine & Tobacco Studies, New Brunswick, NJ, USA.ORCID https://orcid.org/0000-0002-1797-5248

Funding

Examine the influence of product features in cannabis vape product marketingR01DA063652 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Julia Cen Chen-Sankey · 2026 to 2026
$633k
Youth Appeal of Hemp-derived Intoxicating Cannabis Product Marketing on Social MediaR21DA064954 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Julia Cen Chen-Sankey · 2026 to 2026
$432k
NIDA NIH HHS R01 DA063652NIDA NIH HHS R01DA063652NIDA NIH HHS R21DA064954
6 · The paper itself

Abstract

BACKGROUND AND

aimsUse of derived intoxicating cannabinoid products (DICPs) has grown in the United States (US), as have associated poisonings, emergency department visits and psychotic episodes. Brand marketing on social media, a largely underregulated marketing channel, may be contributing to this growth. To inform prevention efforts, this study characterized marketing features used by leading DICP brands on Instagram.

designQualitative content analysis. SETTING AND CASES: A total of 837 Instagram posts published by nine leading DICP brands' (CannaAid, Cycling Frog, Delta Extrax, Elyxr, Fly Urb, Hometown Hero, Koi CBD, Mood and Official Canna River) accounts between February 2024 and February 2025. MEASUREMENTS: The research team developed a codebook of marketing features using both inductive and deductive methods, and two trained coders analyzed the content of the posts (n = 837). Frequencies were calculated for each marketing feature, and Chi-squared tests were used to examine associations of marketing feature themes by brand and product type.

findingsSocial media posts featured product descriptors and imagery (product theme; 75.3%), recreational effects and enjoyment appeals (recreational theme; 52.0%), youth-oriented imagery and cultural cues (youth theme; 49.6%), brand and value positioning (brand theme; 35.7%), health and therapeutic benefit claims (health theme; 10.2%) and health and age warnings (warning theme; 2.5%). Theme presence differed statistically significantly by brand (Ps< 0.001). Cycling Frog used product (93.4%), recreational (83.7%) and brand (50.6%) themes most frequently. Mood (64.4%) and Delta Extrax (60.1%) used the youth theme most frequently, while Hometown Hero (23.7%) and Koi CBD (17.7%) used the health theme most frequently. Themes also varied statistically significantly by product type (Ps< 0.05). Beverages were the product type most commonly marketed with product (97.4%), recreational (84.3%), youth (56.9%) and brand (40.5%) themes. Edibles (60.8%) and pre-rolls/blunts (52.9%) were frequently marketed with the recreational theme, while cartridges/vapes (53.5%) and edibles (49.2%) were frequently marketed with the youth theme.

conclusionsBetween February 2024 and February 2025, Instagram posts from leading brands of derived intoxicating cannabinoid products frequently emphasized product, recreational and youth-oriented themes, while age restrictions and health warning messages were less common. Marketing content varied by brand and product type, with beverages particularly likely to feature recreational, lifestyle and youth-appealing elements.

Indexed as

cannabis marketingcannabis usederived intoxicating cannabis productsderived psychoactive cannabis productsmarketing influencesocial mediayouth appeal

Identifiers

PMID42615270
PMCPMC13492497

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.