SynthesisBMJ (Clinical research ed.)2023
Social media use and health risk behaviours in young people: systematic review and meta-analysis.
Synthesis in BMJ (Clinical research ed.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers.
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.
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.
Who cites it
64 citing papers in PubMed.
- Social Media Use Among People Living with Chronic Pain: Cross-Sectional Study of Associated Factors.Journal of medical Internet research · 2026Article
- Clarifying the Association Between Digital Media Engagement and Risk Taking.Technology in society · 2026Article
- Trends in Unintentional Injury Mortality Among Children and Adolescents in Poland, 2010-2024: An Unfinished Lesson for Public Health in Changing Social Realities.Zdravstveno varstvo · 2026Article
- Supporting Health Literacy in Youth: An Insight from Academics and Practitioners.Healthcare (Basel, Switzerland) · 2026Article
- Impact of adverse childhood experiences, positive childhood experiences and adult protective and risk factors on health in a statewide representative sample.Family medicine and community health · 2026Observational
- Development and Initial Psychometric Evaluation of CIAECSA: A Comprehensive Questionnaire on Attitudes, Experiences, and Contexts of Adolescent Sexuality.Healthcare (Basel, Switzerland) · 2026Article
- Problematic Social Media Use Profiles and Adolescent Substance Use Across Countries: A Latent Class Analysis With Multilevel Models.Journal of adolescence · 2026Article
- Assessing early effects of Australia's Social Media Minimum Age Act on adolescents' social media use: observational study.BMJ (Clinical research ed.) · 2026Observational
- More than Entertainment: The Association of Social Media Exposure with Adolescents' Preferences for and Consumption of Sugar-Sweetened Beverages.Foods (Basel, Switzerland) · 2026Article
- Trends in substance use and associations with internet use among Japanese high school students: A nationwide survey, 2018-2024.PCN reports : psychiatry and clinical neurosciences · 2026Article
- Association between smartphone overdependence and alcohol and tobacco use behaviors among adolescents in Korea.Scientific reports · 2026Article
- Connected or chained by social media? Child and adolescent mental health in a digital era.PLoS medicine · 2026Article
- Support system networks: how support systems shape problematic social media use, mental health, and substance use in Czech adolescents.Child and adolescent psychiatry and mental health · 2026Article
- The relationship between social media use and health risk behaviors among college students: a network analysis.BMC psychology · 2026Article
- Digital Ecosystems, Children, and Adolescents: Policy Statement.Pediatrics · 2026Article
- Social media use and youth sports participation: an associational study-empirical analysis based on CGSS data.Frontiers in public health · 2026Article
- Social marketing intervention for social media-related adolescent risk behaviours in North India: A multi-city cluster RCT protocol.PloS one · 2026Article
- Lifestyle Mediates the Associations of Social Media and Smartphone Use Addiction with Sleep Quality and Mental Health Problems in Adults: An Exploratory Study.Psychology research and behavior management · 2026Article
- Position paper on symbiotic intelligence in healthcare: Can AI help us better understand suicidal behavior and prevent suicide?Frontiers in medicine · 2026Article
- Review
4 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
objectivesTo examine the association between social media use and health risk behaviours in adolescents (defined as those 10-19 years).
designSystematic review and meta-analysis. DATA SOURCES: EMBASE, Medline, APA PsycINFO, SocINDEX, CINAHL, SSRN, SocArXic, PsyArXiv, medRxiv, and Google Scholar (1 January 1997 to 6 June 2022).
methodsHealth risk behaviours were defined as use of alcohol, drugs, tobacco, electronic nicotine delivery systems, unhealthy dietary behaviour, inadequate physical activity, gambling, and anti-social, sexual risk, and multiple risk behaviours. Included studies reported a social media variable (ie, time spent, frequency of use, exposure to health risk behaviour content, or other social media activities) and one or more relevant outcomes. Screening and risk of bias assessments were completed independently by two reviewers. Synthesis without meta-analysis based on effect direction and random-effects meta-analyses was used. Effect modification was explored using meta-regression and stratification. Certainty of evidence was assessed using GRADE (Grading of Recommendations, Assessment, Development and Evaluations).
resultsOf 17 077 studies screened, 126 were included (73 included in meta-analyses). The final sample included 1 431 534 adolescents (mean age 15.0 years). Synthesis without meta-analysis indicated harmful associations between social media and all health risk behaviours in most included studies, except inadequate physical activity where beneficial associations were reported in 63.6% of studies. Frequent (
conclusionsSocial media use is associated with adverse health risk behaviours in young people, but further high quality research is needed to establish causality, understand effects on health inequalities, and determine which aspects of social media are most harmful. STUDY REGISTRATION: PROSPERO, CRD42020179766.
Indexed as
Identifiers
What OpenQuestion holds
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.