ArticleJournal of adolescence2019
Social media photos of substance use and their relationship to attitudes and behaviors among ethnic and racial minority emerging adult men living in low-income areas.
Article in Journal of adolescence, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
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.
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Who cites it
3 citing papers in PubMed.
- Exposure to drug-related online content and drug use among racial/ethnic minority youth in the United States.Journal of ethnicity in substance abuse · 2025Article
- Young Adults' Exposure to and Engagement With Tobacco-Related Social Media Content and Subsequent Tobacco Use.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- Development and validation of the Alcoholic Beverage Identification Deep Learning Algorithm version 2 for quantifying alcohol exposure in electronic images.Alcoholism, clinical and experimental research · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
objectivesEmerging adult minority males have inequitable negative consequences from substance abuse. They are also frequent users of social media, logging into popular sites up to 25 times per week on average, so there may be opportunities to use these technologies for better understanding and preventing substance use behaviors. Through mobile phone monitoring, this study examined how social media sites are used to post substance use-related images and how posting such images is related to behaviors and attitudes. It also explored how self-presentation of masculinity norms, such as coolness and toughness, was related to posting of substance use-related photos.
methodsInstagram and/or Twitter posts of 65 minority males aged 18-25 living in low-income areas were monitored for three months using phone tracking software. Over 2200 posted images were content analyzed to determine if they were related to alcohol or marijuana and if they displayed masculinity norms. Behavioral interviewing was also used to examine alcohol and marijuana attitudes, use, and problematic use. Analyses utilized t-tests and multiple and logistic regression.
resultsMany participants posted at least one substance use-related photo and a strong majority were exposed to such images through their network. Individuals who posted substance use-related images had more "followers." Posting substance-use related photos was related to marijuana use attitudes, behaviors, and problem behaviors, as well as depictions of toughness in photos.
conclusionsSocial media monitoring has potential for use in identifying individuals at-risk for substance abuse and those who may be perpetuating unhealthy substance use norms.
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Registered trials
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