ArticleJAMA network open2023
Analysis of Social Media Use, Mental Health, and Gender Identity Among US Youths.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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.
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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
22 citing papers in PubMed, 49 citations in OpenAlex.
- Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants.BMC public health · 2026Article
- Examining the Association Between Internet Addiction and Nonsuicidal Self-Injury Among Chinese Middle School Students: Prospective Cohort Study.Journal of medical Internet research · 2026Article
- Time Out: A Scoping Review of Non-Duration Based Social Media Use Measures and Adolescent Mental Health.Journal of adolescence · 2026Article
- Digital Ecosystems, Children, and Adolescents: Policy Statement.Pediatrics · 2026Article
- Screen Usage and Social Media Motives in Gender and Sexual Minority Adolescents.Archives of sexual behavior · 2026Article
- #TransTok: A digital ethnographic study using content analysis to investigate transgender and gender diverse 'for you page' content on TikTok that may affect mental health.International journal of transgender health · 2026Article
- Social Media Use Intensity and Social Media Use Problems in Relation to Interpersonal Adaptation During the Transition to College: An Intensive Longitudinal Study.Journal of youth and adolescence · 2026Article
- Article
- Expanding the Lens: Recent Developments at the Intersection of Pediatric Chronic Pain and Gender Diversity.Current pain and headache reports · 2025Review
- Debate: Social media in children and young people - time for a ban? Beyond bans: addressing the digital determinants of youth mental health and well-being in the European region.Child and adolescent mental health · 2025Article
- Perceived Digital Well-Being Scale in the United States and United Kingdom: Psychometric Validation Study.JMIR mental health · 2025Article
- Characterizing Adolescent Social Media Experiences and Links to Momentary Affect.Journal of adolescence · 2025Article
- Medical Information Provided by Transgender and Gender-Diverse Content Creators on YouTube: Descriptive Content Analysis.JMIR formative research · 2025Article
- Article
- Cyberbullying Victimization Among Transgender and Gender-Questioning Early Adolescents.Academic pediatrics · 2025Article
- The role of technology and screen media use in treatment outcomes of children participating in a digital mental health intervention: a retrospective analysis of Bend Health.Frontiers in digital health · 2025Article
- Overthinking over Screens: Girls Ruminate More After Negative Social Media Interactions with Peers Compared to In-Person Interactions.Affective science · 2024Article
- Longitudinal Change in Appearance-Related Social Media Consciousness and Depressive Symptoms: A Within-Person Analysis during Early-to-Middle Adolescence.Journal of youth and adolescence · 2024Article
- Exploring the relationship between media use and depressive symptoms among gender diverse youth: findings of the Mental Health Days Study.Child and adolescent psychiatry and mental health · 2024Article
- Exploring How Youth Use TikTok for Mental Health Information in British Columbia: Semistructured Interview Study With Youth.JMIR infodemiology · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Mental health among children and adolescents is a critical public health issue, and transgender and gender nonbinary youths are at an even greater risk. Social media has been consistently associated with youth mental health, but little is known about how gender identity interacts with this association. Objective: To use a risk and resilience approach to examine the association between social media use and mental health among transgender, gender nonbinary, and cisgender youths. Design, Setting, and Participants: This cross-sectional study analyzed data collected from an online survey between May and August 2021. Participants included a random sample of US youths; eligibility requirements included being aged 10 to 17 years and residing in the US. Statistical analysis was performed from February to April 2022. Main Outcomes and Measures: Social media use (time, type of use, favorite site, social comparisons, mindfulness, taking intentional breaks, cleaning and curating feeds, problematic use, and media literacy programs at their school) and mental health (depression, emotional problems, conduct problems, and body image) as main outcomes. Results: Participants included 1231 youths aged 10 to 17 years from a national quota sample from the United States; 675 (54.8%) identified as cisgender female, 479 (38.9%) as cisgender male, and 77 (6.3%) as transgender, gender nonbinary, or other; 4 (0.3%) identified as American Indian or Alaska Native, 111 (9.0%) as Asian, 185 (15.0%) as Black, 186 (15.1%) as Hispanic or Latinx, 1 (0.1%) as Pacific Islander, 703 (57.1%) as White, and 41 (3.3%) as mixed and/or another race or ethnicity. Gender identity moderated both the strength and the direction of multiple associations between social media practices and mental health: active social media use (eg, emotional problems: B = 1.82; 95% CI, 0.16 to 3.49; P = .03), cleaning and/or curating social media feeds (eg, depression: B = -0.91; 95% CI, -1.98 to -0.09; P = .03), and taking intentional breaks (eg, depression: B = 1.03; 95% CI, 0.14 to 1.92; P = .02). Conclusions and Relevance: In this cross-sectional study of gender identity, social media, and mental health, gender identity was associated with youths' experiences of social media in ways that may have distinct implications for mental health. These results suggest that research about social media effects on youths should attend to gender identity; directing children and adolescents to spend less time on social media may backfire for those transgender and gender nonbinary youths who are intentional about creating safe spaces on social media that may not exist in their offline world.
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Registered trials
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.