Bidirectional Associations Between Engagement with Tobacco Information on Social Media and Young Adults’ Depressive Symptoms: A Longitudinal Cross-Lagged Analysis

This study examined the cross-lagged associations between self-reported exposure to and engagement with tobacco/nicotine information on social media and depressive symptoms among young adults. Participants were 4267 20–32-year-olds (Mage 23.28, SD = 2.30 at baseline, 64.8% females) recruited in the Marketing and Promotions across Colleges in Texas study. Data for this study were collected in spring 2017 (baseline) and spring 2018 (follow-up). Results indicate that although self-reported exposure to and engagement with tobacco information, which were dichotomized, did not significantly predict subsequent depressive symptoms, young adults with clinically significant symptoms of depression were more likely than their peers to be exposed to (β = 0.10, p < 0.001) and engage with (βpro = 0.08, p < 0.01; βanti = 0.08, p < 0.05) tobacco information on social media one year later. The findings indicate that young adults with depressive symptoms may be susceptible to persuasive tobacco marketing on social media and in turn to potentially using tobacco and nicotine products. Findings call for regulation around tobacco marketing information on social media, especially for young adults with elevated depressive symptoms, a group at heightened risk for tobacco and ENDS use.

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Publication Details

Journal
Behavioral Sciences
Published
2026-04-26
DOI
https://doi.org/10.3390/bs16050653
Primary Topic
Smoking Behavior and Cessation
Type
article
Field-Weighted Citation Impact
0.00

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article

Bidirectional Associations Between Engagement with Tobacco Information on Social Media and Young Adults’ Depressive Symptoms: A Longitudinal Cross-Lagged Analysis

Alexandra Loukas, Jacob E. Thomas, Qinghua Yang, C Nathan Marti
Behavioral Sciences
Smoking Behavior and Cessation
article

Bidirectional Associations Between Engagement with Tobacco Information on Social Media and Young Adults’ Depressive Symptoms: A Longitudinal Cross-Lagged Analysis

Alexandra Loukas, Jacob E. Thomas, Qinghua Yang, C Nathan Marti
article en

Abstract

This study examined the cross-lagged associations between self-reported exposure to and engagement with tobacco/nicotine information on social media and depressive symptoms among young adults. Participants were 4267 20–32-year-olds (Mage 23.28, SD = 2.30 at baseline, 64.8% females) recruited in the Marketing and Promotions across Colleges in Texas study. Data for this study were collected in spring 2017 (baseline) and spring 2018 (follow-up). Results indicate that although self-reported exposure to and engagement with tobacco information, which were dichotomized, did not significantly predict subsequent depressive symptoms, young adults with clinically significant symptoms of depression were more likely than their peers to be exposed to (β = 0.10, p < 0.001) and engage with (βpro = 0.08, p < 0.01; βanti = 0.08, p < 0.05) tobacco information on social media one year later. The findings indicate that young adults with depressive symptoms may be susceptible to persuasive tobacco marketing on social media and in turn to potentially using tobacco and nicotine products. Findings call for regulation around tobacco marketing information on social media, especially for young adults with elevated depressive symptoms, a group at heightened risk for tobacco and ENDS use.

Behavioral SciencesVol. 16(5)
Austin College (US), Texas Christian University (US), The University of Texas at Austin (US)
National Institutes of Health
Good health and well-being
Openalex Percentile: Top 9%
Smoking Behavior and Cessation
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