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

JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions (383) JMIR Theme Issue: COVID-19 Special Issue (2452) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1641) Mass Media/Social Media Communication and Campaigns (461) Rapid Surveillance Report (13) Anxiety and Stress Disorders (1053)

Published on in Vol 7, No 11 (2020): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24012, first published .
The Relationships of Deteriorating Depression and Anxiety With Longitudinal Behavioral Changes in Google and YouTube Use During COVID-19: Observational Study

The Relationships of Deteriorating Depression and Anxiety With Longitudinal Behavioral Changes in Google and YouTube Use During COVID-19: Observational Study

The Relationships of Deteriorating Depression and Anxiety With Longitudinal Behavioral Changes in Google and YouTube Use During COVID-19: Observational Study

Authors of this article:

Boyu Zhang1 Author Orcid Image ;   Anis Zaman1 Author Orcid Image ;   Vincent Silenzio2 Author Orcid Image ;   Henry Kautz1 Author Orcid Image ;   Ehsan Hoque1 Author Orcid Image
Article Authors Cited by (26) Tweetations (3) Metrics

Journals

  1. Raoofi S, Pashazadeh Kan F, Rafiei S, Khani S, Hosseinifard H, Tajik F, Masoumi M, Raoofi N, Ahmadi S, Aghalou S, Torabi F, Dehnad A, Hoseinipalangi Z, Rezaei S, Shabaninejad H, Ghashghaee A. Anxiety during the COVID-19 pandemic in hospital staff: systematic review plus meta-analysis. BMJ Supportive & Palliative Care 2023;13(2):127 View
  2. Gianfredi V, Provenzano S, Santangelo O. What can internet users' behaviours reveal about the mental health impacts of the COVID-19 pandemic? A systematic review. Public Health 2021;198:44 View
  3. Zhang Y, Lyu H, Liu Y, Zhang X, Wang Y, Luo J. Monitoring Depression Trends on Twitter During the COVID-19 Pandemic: Observational Study. JMIR Infodemiology 2021;1(1):e26769 View
  4. Jurić T. Medical Brain Drain From Southeastern Europe: Using Digital Demography to Forecast Health Worker Emigration. JMIRx Med 2021;2(4):e30831 View
  5. Rook L, Mazza M, Lefter I, Brazier F. Toward Linguistic Recognition of Generalized Anxiety Disorder. Frontiers in Digital Health 2022;4 View
  6. TEKİN Z, SATIR ÖZEL C. YouTube as a source of information on the radiologic approach to COVID-19. Journal of Surgery and Medicine 2021;5(12):1174 View
  7. Buizza C, Bazzoli L, Ghilardi A. Changes in College Students Mental Health and Lifestyle During the COVID-19 Pandemic: A Systematic Review of Longitudinal Studies. Adolescent Research Review 2022;7(4):537 View
  8. Liu X, Guo Y, Zhang W, Gao W. Influencing factors, prediction and prevention of depression in college students: A literature review. World Journal of Psychiatry 2022;12(7):860 View
  9. Tušl M, Thelen A, Marcus K, Peters A, Shalaeva E, Scheckel B, Sykora M, Elayan S, Naslund J, Shankardass K, Mooney S, Fadda M, Gruebner O. Opportunities and challenges of using social media big data to assess mental health consequences of the COVID-19 crisis and future major events. Discover Mental Health 2022;2(1) View
  10. Zheluk A, Anderson J, Dineen-Griffin S. Adolescent Anxiety and TikTok: An Exploratory Study. Cureus 2022 View
  11. Asper M, Osika W, Dalman C, Pöllänen E, Simonsson O, Flodin P, Sidorchuk A, Marchetti L, Awil F, Castro R, Niemi M. Effects of the COVID-19 pandemic and previous pandemics, epidemics and economic crises on mental health: systematic review. BJPsych Open 2022;8(6) View
  12. Teague S, Shatte A, Weller E, Fuller-Tyszkiewicz M, Hutchinson D. Methods and Applications of Social Media Monitoring of Mental Health During Disasters: Scoping Review. JMIR Mental Health 2022;9(2):e33058 View
  13. Draženović M, Vukušić Rukavina T, Machala Poplašen L. Impact of Social Media Use on Mental Health within Adolescent and Student Populations during COVID-19 Pandemic: Review. International Journal of Environmental Research and Public Health 2023;20(4):3392 View
  14. Politte-Corn M, Nick E, Dickey L, Pegg S, Cole D, Kujawa A. #Socialdistancing: Social Media Use and Online Social Support Moderate the Effect of Pandemic-Related Stress on Internalizing Symptoms in Emerging Adults. Journal of Social and Clinical Psychology 2022;41(1):30 View
  15. Cao X, Liu X. Artificial intelligence-assisted psychosis risk screening in adolescents: Practices and challenges. World Journal of Psychiatry 2022;12(10):1287 View
  16. Robinson E, Sutin A, Daly M, Jones A. A systematic review and meta-analysis of longitudinal cohort studies comparing mental health before versus during the COVID-19 pandemic in 2020. Journal of Affective Disorders 2022;296:567 View
  17. Kwon C. Research and Public Interest in Mindfulness in the COVID-19 and Post-COVID-19 Era: A Bibliometric and Google Trends Analysis. International Journal of Environmental Research and Public Health 2023;20(5):3807 View
  18. Balcombe L, De Leo D. The Impact of YouTube on Loneliness and Mental Health. Informatics 2023;10(2):39 View
  19. Gandino G, Civilotti C, Finzi S, Gaboardi M, Guazzini A, Novara C, Procentese F, Santinello M, Sola T, Veglia F, Venera E, Di Fini G. Linguistic markers of processing the first months of the pandemic COVID-19: a psycholinguistic analysis of Italian university students' diaries. Current Psychology 2024;43(18):17018 View
  20. Myruski S, Pérez‐Edgar K, Buss K. Adolescent coping and social media use moderated anxiety change during the COVID‐19 pandemic. Journal of Adolescence 2024;96(1):177 View
  21. Wang X, Wang T. Construction and Application of a Big Data Analysis Platform for College Music Education for College Students' Mental Health. International Journal of Data Warehousing and Mining 2023;19(4):1 View
  22. Blendermann M, Ebalu T, Obisie-Orlu I, Fried E, Hallion L. A narrative systematic review of changes in mental health symptoms from before to during the COVID-19 pandemic. Psychological Medicine 2024;54(1):43 View
  23. Lee B, Krishan P, Goodwin L, Iduye D, de los Godos E, Fryer J, Gallagher K, Hair K, O'Connell E, Ogarrio K, King T, Sarica S, Scott E, Li X, Song P, Dozier M, McSwiggan E, Stojanovski K, Theodoratou E, McQuillan R. Impact of COVID-19 mitigations on anxiety and depression amongst university students: A systematic review and meta-analysis. Journal of Global Health 2023;13 View
  24. Du W, Jia Y, Hu F, Ge M, Cheng Y, Qu X, Chen H. Prevalence of suicidal ideation and correlated risk factors during the COVID-19 pandemic: A meta-analysis of 113 studies from 31 countries. Journal of Psychiatric Research 2023;166:147 View
  25. Ahmed E, Xue L, Sankalp A, Kong H, Matos A, Silenzio V, Singh V. Predicting Loneliness through Digital Footprints on Google and YouTube. Electronics 2023;12(23):4821 View