Evidence map›Paper›PMID 34074338›Full record

ArticleJournal of cannabis research2021

Predictors of cannabis and tobacco co-use in youth: exploring the mediating role of age at first use in the population assessment of tobacco health (PATH) study.

Crystal Lederhos Smith, Brittany Rhoades Cooper, Andre Miguel, Laura Hill, John Roll, Sterling McPherson

Open access · goldAbstract read
In one paragraph

Article in Journal of cannabis research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.6field-weighted citation impact, top 18% of its field
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

9 citing papers in PubMed, 12 citations in OpenAlex.

  1. 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 · 2025
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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

6 authors at 1 institution in 1 country.

Crystal Lederhos SmithElson S. Floyd College of Medicine, Washington State University, P.O. Box 1495, Spokane, WA, 99210-1495, USA. crystal.lederhos@wsu.edu.ORCID http://orcid.org/0000-0002-5095-2822
Brittany Rhoades CooperHuman Development, Washington State University, Spokane, WA, USA.
Andre MiguelElson S. Floyd College of Medicine, Washington State University, P.O. Box 1495, Spokane, WA, 99210-1495, USA.
Laura HillHuman Development, Washington State University, Spokane, WA, USA.
John RollElson S. Floyd College of Medicine, Washington State University, P.O. Box 1495, Spokane, WA, 99210-1495, USA.
Sterling McPhersonElson S. Floyd College of Medicine, Washington State University, P.O. Box 1495, Spokane, WA, 99210-1495, USA.
Washington State University Spokane · US

Funding

Washington State University Alcohol and Drug Abuse Research Program Not Available
6 · The paper itself

Abstract

backgroundAdolescents often use substances such as tobacco and cannabis. Co-use of these substances can lead to physical, mental, and psychosocial difficulties beyond that which would be anticipated by simple additivity of their individual effects.

methodsWe aimed to examine the mediating role of age at first use of cannabis or tobacco (AU) between youth factors of internalizing, externalizing, and sensation seeking and two co-use outcomes (lifetime; last 30 days). Path analytic modeling using data from youth age 12-17 who had tried cannabis or tobacco at least once in their lives and participated in the Population Assessment of Tobacco Health (PATH) waves one and two (collected 2013-2015; n=3,847; approximately 46% female) study allowed us to examine these relationships.

resultsThe lifetime use model indicated significant direct (internalizing (B = 0.18), externalizing (B = 0.30), sensation seeking (B = 0.15)) and indirect relationships (internalizing (B = 0.18), externalizing (B = 0.33), sensation seeking (B = 0.10)) between each of the three youth factors, the mediator (AU) and the lifetime co-use outcome (p < 0.05 for all). A direct relationship between AU and lifetime co-use was also observed (B = - 1.54). In the past 30-day use model, significant direct paths from AU (B = - 0.49) and sensation seeking (B = 0.06) to past 30-day use were present (p < 0.05 for all). DISCUSSION: Examination of mediation by AU in the relationships between youth factors and youth co-use of cannabis and tobacco is an important step in understanding these complex relationships. This study is strengthened by the use of a large, nationally representative sample, yet is limited by several factors, such as the use of a secondary dataset and the use of youth self-report.

conclusionsBased on the findings, programs or interventions targeting youth factors of internalizing, externalizing, and sensation seeking as well as interventions aiming to stave off AU should promote decreased tobacco and cannabis co-use. Sensation seeking and AU appear to be the most influential factors and should be considered when developing and promoting prevention policies/programs for higher risk youth populations.

Indexed as

AdolescentAge at first useAlcoholCannabisCo-useSensation-seekingTobacco

Identifiers

PMID34074338
PMCPMC8170934
OpenAlexW3164289368

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.