ReviewJMIR mental health2016
Social Networking Sites, Depression, and Anxiety: A Systematic Review.
Review in JMIR mental health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 242 papers, 11 of them syntheses that pooled 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.
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
242 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Pooled it
- The Relationship Between Social Media Addiction, Depression, Stress, and Anxiety: A Meta-Analysis.Advances in experimental medicine and biology · 2026Pooled it
- Scrolling through adolescence: a systematic review of the impact of TikTok on adolescent mental health.European child & adolescent psychiatry · 2025Pooled it
- Text-Based Depression Prediction on Social Media Using Machine Learning: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- A Systematic Review and Lived Experience Synthesis of Self-disclosure as an Active Ingredient in Interventions for Adolescents and Young Adults with Anxiety and Depression.Administration and policy in mental health · 2023Pooled it
- The associations between screen time and mental health in adolescents: a systematic review.BMC psychology · 2023Pooled it
- Psychological and Emotional Effects of Digital Technology on Digitods (14-18 Years): A Systematic Review.Frontiers in psychology · 2022Pooled it
- Social media use and self-injurious thoughts and behaviors: A systematic review and meta-analysis.Clinical psychology review · 2021Pooled it
- Social Media and Depression Symptoms: a Meta-Analysis.Research on child and adolescent psychopathology · 2021Pooled it
- Digital Data Sources and Their Impact on People's Health: A Systematic Review of Systematic Reviews.Frontiers in public health · 2021Pooled it
- Relationship Between Depression and the Use of Mobile Technologies and Social Media Among Adolescents: Umbrella Review.Journal of medical Internet research · 2020Pooled it
- Dashboard Intervention for Tracking Digital Social Media Activity in the Clinical Care of Individuals With Mood and Anxiety Disorders: Randomized Trial.JMIR mental health · 2025Trial
- Smartphone screen time reduction improves mental health: a randomized controlled trial.BMC medicine · 2025Trial
- A Cluster Randomized Controlled Trial of a Primary Care Provider-Delivered Social Media Counseling Intervention.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2023Trial
- Social media usage and students' social anxiety, loneliness and well-being: does digital mindfulness-based intervention effectively work?BMC psychology · 2023Trial
- Beyond self-report: The relationship between daily social media use and sleep in university students.British journal of health psychology · 2026Article
- Exploring the Impact of Digital Behaviours on Mental Health: Tools and Intervention for Gen Z.Annals of neurosciences · 2026Article
- Association Between Social Media Use Duration and Depressive and Anxiety Symptoms in Adolescents: A Retrospective Study.Actas espanolas de psiquiatria · 2026Article
- Momentary Mood and Affiliation Following Social Interactions in the Digital Age: Longitudinal Study Investigating Associations With Anxiety and Depression.JMIR mental health · 2026Article
- Big Five Traits and Facets, Internet Gaming Disorder, and Social Media Addiction.The International journal of social psychiatry · 2026Article
182 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSocial networking sites (SNSs) have become a pervasive part of modern culture, which may also affect mental health.
objectiveThe aim of this systematic review was to identify and summarize research examining depression and anxiety in the context of SNSs. It also aimed to identify studies that complement the assessment of mental illness with measures of well-being and examine moderators and mediators that add to the complexity of this environment.
methodsA multidatabase search was performed. Papers published between January 2005 and June 2016 relevant to mental illness (depression and anxiety only) were extracted and reviewed.
resultsPositive interactions, social support, and social connectedness on SNSs were consistently related to lower levels of depression and anxiety, whereas negative interaction and social comparisons on SNSs were related to higher levels of depression and anxiety. SNS use related to less loneliness and greater self-esteem and life satisfaction. Findings were mixed for frequency of SNS use and number of SNS friends. Different patterns in the way individuals with depression and individuals with social anxiety engage with SNSs are beginning to emerge.
conclusionsThe systematic review revealed many mixed findings between depression, anxiety, and SNS use. Methodology has predominantly focused on self-report cross-sectional approaches; future research will benefit from leveraging real-time SNS data over time. The evidence suggests that SNS use correlates with mental illness and well-being; however, whether this effect is beneficial or detrimental depends at least partly on the quality of social factors in the SNS environment. Understanding these relationships will lead to better utilization of SNSs in their potential to positively influence mental health.
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.