This paper is in the following e-collection/theme issue:

Digital Health Reviews (1724) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/43191, first published .
Conceptualizing and Measuring Social Media Use in Health and Well-being Studies: Systematic Review

Conceptualizing and Measuring Social Media Use in Health and Well-being Studies: Systematic Review

Conceptualizing and Measuring Social Media Use in Health and Well-being Studies: Systematic Review

Authors of this article:

Mesfin Awoke Bekalu1 Author Orcid Image ;   Taisuke Sato2 Author Orcid Image ;   K Viswanath1 Author Orcid Image
Article Authors Cited by (25) Tweetations (8) Metrics

Journals

  1. Herrera-Peco I, Fernández-Quijano I, Ruiz-Núñez C. The Role of Social Media as a Resource for Mental Health Care. European Journal of Investigation in Health, Psychology and Education 2023;13(6):1026 View
  2. Simpson E, Backman A, Ohannessian C. Family Functioning and Social Media Use in Early Adolescence. Journal of Child and Family Studies 2023;32(11):3459 View
  3. ERDEMİR N, AYAS T. Ortaokul Öğrencilerinin Sosyal Medya Bağımlılığı, Yalnızlık ve İyi Oluş Arasındaki İlişkinin İncelenmesi. Erzincan Üniversitesi Eğitim Fakültesi Dergisi 2023;25(4):708 View
  4. Rogowska A, Cincio A. Procrastination Mediates the Relationship between Problematic TikTok Use and Depression among Young Adults. Journal of Clinical Medicine 2024;13(5):1247 View
  5. Marciano L, Lin J, Sato T, Saboor S, Viswanath K. Does social media use make us happy? A meta-analysis on social media and positive well-being outcomes. SSM - Mental Health 2024;6:100331 View
  6. Yin R, Martinengo L, Smith H, Subramaniam M, Griva K, Tudor Car L. The views and experiences of older adults regarding digital mental health interventions: a systematic review of qualitative studies. The Lancet Healthy Longevity 2024;5(11):100638 View
  7. Hall J. Ten Myths About the Effect of Social Media Use on Well-Being. Journal of Medical Internet Research 2024;26:e59585 View
  8. Blake J, Sourander A, Kato A, Scott J. Will restricting the age of access to social media reduce mental illness in Australian youth?. Australian & New Zealand Journal of Psychiatry 2025;59(3):202 View
  9. Wang Y, Huebner E, Liu W, Tian L. Longitudinal relations among online social activities, peer relationship problems, and well‐being in children: The moderating effect of extraversion. Applied Psychology: Health and Well-Being 2025;17(1) View
  10. Metwally D, Bakari H, Manzoor A. Social and psychological costs of problematic use of social media: users and gratification perspective. Cogent Psychology 2025;12(1) View
  11. Bell C, Cocks A, Hills L, Kerner C. The relationship between social media, exercise motivation and exercise behaviour in physically active men. Journal of Health Psychology 2025 View
  12. El Hayek S, Obeid S, Kazan R, Hallit S, Fekih-Romdhane F, Haddad G. Mediating effect of depression between problematic social media use and body dysmorphic concerns in adolescents. Discover Mental Health 2025;5(1) View
  13. Rodríguez-Castaño A, Fernández-Sánchez J, Trujillo-Colmena D, Lavín-Pérez A, García-Ortiz C, Collado-Mateo D. Is physical activity associated with lower risk of social network problematic use or addiction? A systematic review and meta-analysis. Complementary Therapies in Clinical Practice 2025;60:101995 View
  14. Oliveira A, Pedrollo L, Vedana K, Silva A. Social media and streaming services: a cross-sectional study on factors associated with mental health. Revista Gaúcha de Enfermagem 2025;46 View
  15. Oliveira A, Pedrollo L, Vedana K, Silva A. Redes sociais e serviços de streaming: um estudo transversal sobre fatores associados à saúde mental. Revista Gaúcha de Enfermagem 2025;46 View
  16. Liang J, Zhang X, Leung D, Leung L. Under the Shadow of Uncertainty: A Longitudinal Study Tracing the Pathway From Future Uncertainty to Psychological Distress Through Social Media Addiction and Emotional Exhaustion. Social Media + Society 2025;11(2) View
  17. Salerno L, Fortunato L, Ostwald V, Muscolino A, Lo Coco G, Pang H. Social support and social comparison tendencies predict trajectories of adolescents’ problematic social media use: A longitudinal study. PLOS One 2025;20(6):e0323320 View
  18. Ivanitskaya L, Zikos D, Erzikova E. Multidisciplinary Contributions and Research Trends in eHealth Scholarship (2000-2024): Bibliometric Analysis. Journal of Medical Internet Research 2025;27:e60071 View
  19. Folk A, Grace S, Antunovic D, Barr-Anderson D. Evidence-based Social Media Content Creation Strategies for Exercise Professionals. ACSM'S Health & Fitness Journal 2025;29(4):22 View
  20. Skogen J, Finserås T, Sivertsen B, Colman I, Andersen A, Hjetland G. Bergen social media engagement and experiences scale (Be-SMEE): A short questionnaire covering important aspects of social media use among adolescents. Development and association with symptoms of depression and anxiety.. F1000Research 2025;14:228 View
  21. Alateeq D, Doumi R, Alharthi A, Alsayari N, Alotaibi R, Alharthi R, Althomali W, Alsaif B, Alshammari A, Aladwani S, Aldossary N, Alhindawi Z, Fayed A. Social Media Addiction: Prevalence, Determinants, and Correlation with Self-esteem and Loneliness among Young Adults in Saudi Arabia. Journal of Nature and Science of Medicine 2025;8(3):233 View
  22. Fatima A, Akhter M, Kanekar A, Roy S, Mitra R, Imade B, Sharma M. A Scoping Review of the Use and Determinants of Social Media Among College Students. Healthcare 2025;13(17):2234 View
  23. Skogen J, Finserås T, Sivertsen B, Colman I, Andersen A, Hjetland G. Bergen social media engagement and experiences scale (Be-SMEE): A short questionnaire covering important experiences and perceptions of social media use among adolescents. Development and association with symptoms of depression and anxiety.. F1000Research 2025;14:228 View
  24. Poli S, Salerno L, Delvecchio E, Muscolino A, Tona A, Ghizzoni G, Nembrini G, Brugnera A, Donisi V. Problematic Social Media use in Mid-Adolescents: A Systematic Review of Intrapersonal and Interpersonal Protective/Risk Factors and Psychosocial Interventions. Current Addiction Reports 2025;12(1) View

Books/Policy Documents

  1. Marciano L, Kikut‐Stein A, Viswanath K. The Handbook of Mental Health Communication. View