ReviewFrontiers in public health2021
On the Psychology of TikTok Use: A First Glimpse From Empirical Findings.
Review in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 136 papers, 4 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
136 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The use of social media in social care: a systematic review of the argument-based ethics literature.Medicine, health care, and philosophy · 2025Pooled it
- Using TikTok for public and youth mental health - A systematic review and content analysis.Clinical child psychology and psychiatry · 2023Pooled it
- Social Media Use and Health and Well-being of Lesbian, Gay, Bisexual, Transgender, and Queer Youth: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Exploring Problematic TikTok Use and Mental Health Issues: A Systematic Review of Empirical Studies.Journal of primary care & community healthPooled it
- Trial
- Mediating Effect of Perceived Ageism Experiences Between TikTok Addiction Symptoms and Psychological Distress: A Cross-Sectional Study.Health science reports · 2026Article
- Intelligent Systems, Vulnerable Minds: A Framework for Radicalization to Violence in the Age of AI.Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc · 2026Review
- Animal models relevant to digital technology-based disorders.Journal of behavioral addictions · 2026Article
- Symptom-level analysis of problematic social media use and its associations with health, well-being, and lifestyle in Lithuanian adolescents: a cross-sectional study.BMC public health · 2026Article
- Operationalizing brain rot on TikTok through linguistic, structural, and behavioral indicators of low-cognitive-value media content.Journal of behavioral addictions · 2026Article
- Psychological correlates of problematic short video use risk profiles: A latent profile and network analysis.BMC psychology · 2026Article
- Article
- A cross sectional content analysis evaluates chemotherapy health information quality and reliability on TikTok and Bilibili.Scientific reports · 2026Article
- Taming the endless scroll? Short-form videos, digital routines and neurocognitive outcomes in youth : a systematic literature review.European child & adolescent psychiatry · 2026Review
- The quality and content of cerebral aneurysm related short videos on Douyin: a cross-sectional observational study.Scientific reports · 2026Observational
- On TikTok use disorder tendencies, fear of missing out and everyday cognitive failure.Addictive behaviors reports · 2026Article
- The quality and reliability of short videos about chronic obstructive pulmonary disease on TikTok and Bilibili: a cross-sectional study.Journal of thoracic disease · 2026Article
- Quality and content evaluation of male HPV infection on Bilibili and TikTok: a cross-sectional study.Scientific reports · 2026Article
- Article
- Assessment of quality, reliability, and interactive characteristics of age-related macular degeneration short videos on TikTok: a cross-sectional study.Scientific reports · 2026Article
76 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
TikTok (in Chinese: DouYin; formerly known as musical.ly) currently represents one of the most successful Chinese social media applications in the world. Since its founding in September 2016, TikTok has seen widespread distribution, in particular, attracting young users to engage in viewing, creating, and commenting on "LipSync-Videos" on the app. Despite its success in terms of user numbers, psychological studies aiming at an understanding of TikTok use are scarce. This narrative review provides a comprehensive overview on the small empirical literature available thus far. In particular, insights from uses and gratification theory in the realm of TikTok are highlighted, and we also discuss aspects of the TikTok platform design. Given the many unexplored research questions related to TikTok use, it is high time to strengthen research efforts to better understand TikTok use and whether certain aspects of its use result in detrimental behavioral effects. In light of user characteristics of the TikTok platform, this research is highly relevant because TikTok users are often adolescents and therefore from a group of potentially vulnerable individuals.
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.