Evidence map›Paper›PMID 34047276›Full record

ArticleJMIR mental health2021

Problematic Social Media Use in Sexual and Gender Minority Young Adults: Observational Study.

Erin A Vogel, Danielle E Ramo, Judith J Prochaska, Meredith C Meacham, John F Layton, Gary L Humfleet

Open access · goldAbstract read
In one paragraph

Article in JMIR mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
6.4field-weighted citation impact, top 4% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Understanding sleep and smartphone use in diverse adolescents through passive digital monitoring.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2026
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  7. Individual and Environmental Predictors of Problematic Internet Use Among Young Adult Lesbian, Gay, and Bisexual Individuals: A 4-Year Follow-up Study.International journal of sexual health : official journal of the World Association for Sexual Health · 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 2 institutions in 1 country.

Erin A VogelStanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, United States.ORCID https://orcid.org/0000-0002-7193-8720
Danielle E RamoHopelab, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-9875-5713
Judith J ProchaskaStanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, United States.ORCID https://orcid.org/0000-0001-7925-326X
Meredith C MeachamDepartment of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0001-5752-767X
John F LaytonDepartment of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0003-0369-3247
Gary L HumfleetDepartment of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0001-6398-923X
University of California, San Francisco · USStanford University · US

Funding

Using Digital Tools to Understand Contexts and Consequences of High-THC Cannabis UseK01DA046697 · NIDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MEACHAM, MEREDITH · 2019 to 2023
$923k
A Facebook intervention for young sexual and gender minority smokersR21MD011765 · NIMHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HUMFLEET, GARY L · 2017 to 2018
$450k
NIDA NIH HHS K01 DA046697NIMHD NIH HHS R21 MD011765
6 · The paper itself

Abstract

backgroundSexual and gender minority (SGM) individuals experience minority stress, especially when they lack social support. SGM young adults may turn to social media in search of a supportive community; however, social media use can become problematic when it interferes with functioning. Problematic social media use may be associated with experiences of minority stress among SGM young adults.

objectiveThe objective of this study is to examine the associations among social media use, SGM-related internalized stigma, emotional social support, and depressive symptoms in SGM young adults.

methodsParticipants were SGM young adults who were regular (≥4 days per week) social media users (N=302) and had enrolled in Facebook smoking cessation interventions. As part of a baseline assessment, participants self-reported problematic social media use (characterized by salience, tolerance, and withdrawal-like experiences; adapted from the Facebook Addiction Scale), hours of social media use per week, internalized SGM stigma, perceived emotional social support, and depressive symptoms. Pearson correlations tested bivariate associations among problematic social media use, hours of social media use, internalized SGM stigma, perceived emotional social support, and depressive symptoms. Multiple linear regression examined the associations between the aforementioned variables and problematic social media use and was adjusted for gender identity.

resultsA total of 302 SGM young adults were included in the analyses (assigned female at birth: 218/302, 72.2%; non-Hispanic White: 188/302, 62.3%; age: mean 21.9 years, SD 2.2 years). The sexual identity composition of the sample was 59.3% (179/302) bisexual and/or pansexual, 17.2% (52/302) gay, 16.9% (51/302) lesbian, and 6.6% (20/302) other. The gender identity composition of the sample was 61.3% (185/302) cisgender; 24.2% (73/302) genderqueer, fluid, nonbinary, or other; and 14.6% (44/302) transgender. Problematic social media use averaged 2.53 (SD 0.94) on a 5-point scale, with a median of 17 hours of social media use per week (approximately 2.5 h per day). Participants with greater problematic social media use had greater internalized SGM stigma (r=0.22; P<.001) and depressive symptoms (r=0.22; P<.001) and lower perceived emotional social support (r=-0.15; P=.007). Greater internalized SGM stigma remained was significantly associated with greater problematic social media use after accounting for the time spent on social media and other correlates (P<.001). In addition, participants with greater depressive symptoms had marginally greater problematic social media use (P=.05). In sum, signs of problematic social media use were more likely to occur among SGM young adults who had internalized SGM stigma and depressive symptoms.

conclusionsTaken together, problematic social media use among SGM young adults was associated with negative psychological experiences, including internalized stigma, low social support, and depressive symptoms. SGM young adults experiencing minority stress may be at risk for problematic social media use.

Indexed as

Facebookinternetmobile phonesexual and gender minoritiessocial mediasocial stigma

Identifiers

PMID34047276
PMCPMC8196355
OpenAlexW3165316270

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.