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Digital Health Reviews (3632) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (2667) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3179) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1399)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/43191, first published .
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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 (37) Tweetations (8) Metrics

Journals

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  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 2026;31(1):183 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
  25. Yin R, Soh Z, Qin V, Tasnim S, Rohr M, Apfelbacher C, Smith H. What patient reported outcome measures are used in clinical trials in hip fracture? A systematic mapping review. BMC Musculoskeletal Disorders 2026;27(1) View
  26. Diaz M, Soriano E, Swirsky J, Rosie M, Stewart A, King J, Wunsche L, Darley A, Xie H. Social Media Behaviors and Adjustment Correlates Among College Students: Moderating Roles of Gender and College Phase. Emerging Adulthood 2026;14(3):506 View
  27. Lopes-Júnior J, Saraiva A, Souza D, Furtado L, Ferreira T. Adoecimento digital em universitários. Revista Interdisciplinar de Cuidados e Inovação em Saúde (RICIS) 2026;2(1) View
  28. Evaldo Gonçalves Lopes Júnior J, Silva Ferreira T, Lopes de Morais D, Gonçalves Moura Pinheiro D, De Almeida e Neves E, Ferreira do Nascimento dos Anjos A, Christina Pereira da Silva Godinho C, Karoline Castro Silva L, Batista lopes J, Abreu de Sousa Moreira A. A ERA DIGITAL E O SOFRIMENTO PSÍQUICO DE UNIVERSITÁRIOS: INTENSIFICAÇÃO TECNOLÓGICA, PROCESSOS PSICOSSOCIAIS E CONDIÇÕES DE VIDA. RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218 2026;7(3):e737328 View
  29. Liao C, Hsu H. From solitude to connection the role of virtual companionship in digital nomads’ well-being and technology adoption. Behaviour & Information Technology 2026:1 View
  30. Skjerdingstad N, Leigh E. Reconceptualizing cognitive-behavioral processes in youth anxiety in the digital age. Nature Mental Health 2026;4(5):696 View
  31. Liu X, Tamla Rai V, Yin Y. Use of health information from social media and health self-efficacy: a cross-sectional study. Frontiers in Public Health 2026;14 View
  32. Jansen A. Addressing Heterogeneity in Research: A Systematic Review of Evening Mobile Media Use and Sleep. Media Psychology 2026:1 View
  33. Romeo V. Digital and Substance Dependence in the Post-Digital Era. Encyclopedia 2026;6(7):160 View
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Books/Policy Documents

  1. Marciano L, Kikut‐Stein A, Viswanath K. The Handbook of Mental Health Communication. View
  2. Michelson A. The Science of Happiness. View
  3. Viswanath K, Li Z. Wellbeing for Inclusive Schools and an Inclusive Society. View