Evidence map›Paper›PMID 42920148›Full record

ArticleSubstance abuse treatment, prevention, and policy2026

Risk factors for adolescent cannabis use following partial cannabis legalization in Germany: a cross-sectional study in secondary schools.

Maike Trümpelmann, Mareike Lüthgen, Annika Burgard, Paul Axt, Henrike Alexandra Faesser, Tobias Jagomast, Markus Weckmann, Daniel Drömann, Folke Brinkmann, Loana Penner and 1 more

Abstract read
PubMed Publisher
In one paragraph

Article in Substance abuse treatment, prevention, and policy, 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.

Maike Trümpelmann *University of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Mareike Lüthgen *University of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany. Mareike.luethgen@uksh.de.ORCID http://orcid.org/0000-0001-7830-4256
Annika BurgardUniversity of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Paul AxtUniversity of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Henrike Alexandra FaesserUniversity of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Tobias JagomastUniversity of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Markus WeckmannAirway Research Center North, Member of the German Center for Lung Research (DZL), 22927, Großhansdorf, Germany.
Daniel DrömannUniversity of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.
Folke BrinkmannAirway Research Center North, Member of the German Center for Lung Research (DZL), 22927, Großhansdorf, Germany.
Loana Penner *Airway Research Center North, Member of the German Center for Lung Research (DZL), 22927, Großhansdorf, Germany.
Klaas Frederik Franzen *University of Lübeck, University Hospital Schleswig-Holstein, Medical Clinic III (Pulmonology), Campus Lübeck, Lübeck, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFollowing Germany's partial cannabis legalization in April 2024, evidence on adolescent cannabis use risk factors is needed. Social media platforms represent understudied risk environments, and the comparative predictive value of risk perception versus prevention remains unclear. This study aimed to examine determinants of adolescent cannabis use in Germany, including platform-specific social media effects, nicotine advertising exposure, parental smoking, socioeconomic factors, and risk perception.

methodsA cross-sectional survey of 829 students (age 11 to 19 years) from three secondary schools in northern Germany was conducted between April and July 2024. Cannabis use was measured on a 6-point ordinal scale. Associations were analyzed using ordinal cumulative link models and binary logistic regression, adjusted for age, gender, and school type.

resultsLifetime cannabis use was reported by 3.8% of younger students (grades 5-7) and 20.3% of older students (grades 8-12), rising from 1.0% at age 13 to 39.1% at age 18. Social media use was strongly associated with cannabis consumption, particularly Instagram (OR = 4.3, 95% CI: 1.79-12.74, p = 0.003). Exposure to nicotine advertising on digital platforms increased the odds of cannabis use (OR = 2.02, 95% CI: 1.27-3.20, p = 0.003). Additional risk factors included parental smoking in the adolescent's presence (OR = 2.22-2.78, p = 0.001) and higher pocket money (> 50 €/month; OR = 3.0, p < 0.001). Perceived health risk of cannabis relative to cigarettes showed the strongest association with cannabis use (Nagelkerke R² = 0.20); adolescents rating cannabis as "much healthier" than cigarettes had substantially higher odds of cannabis use (OR = 22.5, 95% CI: 10.39-49.98, p < 0.001). School-based prevention showed no significant association (p = 0.70). Cross-substance analyses indicated that lower perceived cannabis risk relative to cigarettes was associated with higher nicotine use.

conclusionsSocial media use and risk perception are key, modifiable factors of adolescent cannabis use. These findings may inform future prevention research focusing on credible risk communication and digital-platform contexts.

Indexed as

Adolescent BehaviorMarijuana SmokingMarijuana UseSocial MediaAdolescentAdvertisingChildCross-Sectional StudiesFemaleGermanyHumansMaleMedia ExposureRisk FactorsSchoolsStudentsAdolescentsCannabisLegalizationNicotineParental smokingPreventionRisk perceptionSocial media

Identifiers

What OpenQuestion 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 OpenQuestion graph.