Published on in Vol 9, No 8 (2022): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/39516, first published .
The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial

The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial

The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial

Journals

  1. Lagera P, Chan S, Yellowlees P. Asynchronous Technologies in Mental Health Care and Education. Current Treatment Options in Psychiatry 2023;10(2):59 View
  2. Lin Y, Lou M. Systematic review: Effect of mobile applications on college students with depressive symptoms. Journal of Advanced Nursing 2023;79(9):3214 View
  3. Hornstein S, Zantvoort K, Lueken U, Funk B, Hilbert K. Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms. Frontiers in Digital Health 2023;5 View
  4. Freire-Palacios V, Jaramillo-Galarza K, Quito-Calle J, Orozco-Cantos L. Artificial Intelligence in Gamification to Promote Mental Health among University Students: A Scoping Review. Salud, Ciencia y Tecnología 2023;3:639 View
  5. Pérez-Jorge D, Martínez-Murciano M, Contreras-Madrid A, Alonso-Rodríguez I. The Relationship between Gamified Physical Exercise and Mental Health in Adolescence: An Example of Open Innovation in Gamified Learning. Healthcare 2024;12(2):124 View
  6. Kiuchi K, Umehara H, Irizawa K, Kang X, Nakataki M, Yoshida M, Numata S, Matsumoto K. An Exploratory Study of the Potential of Online Counseling for University Students by a Human-Operated Avatar Counselor. Healthcare 2024;12(13):1287 View
  7. Qin Z, Ng S, Wu W, Zhang S. What Chinese Women Seek in Mental Health Apps: Insights from Analyzing Xiaohongshu User Posts during the COVID-19 Pandemic. Healthcare 2024;12(13):1297 View
  8. Klooster I, Kip H, van Gemert-Pijnen L, Crutzen R, Kelders S. A systematic review on eHealth technology personalization approaches. iScience 2024;27(9):110771 View
  9. Fischer A, Aguayo G, Pinker I, Oustric P, Lachaise T, Wilmes P, Larché J, Benoy C, Fagherazzi G. Co-design of a voice-based app to monitor long COVID symptoms with its end-users: A mixed-method study. DIGITAL HEALTH 2024;10 View
  10. Linardon J, Fuller-Tyszkiewicz M, Firth J, Goldberg S, Anderson C, McClure Z, Torous J. Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. npj Digital Medicine 2024;7(1) View
  11. Lin Y, Wu C, Gau B, Lin C, Ho H, Lou M. Effectiveness Study of a Cultural Adaptation of Cognitive‐Behavioural Therapy‐Based Application for Depressive Symptoms in College Students: A Randomised Controlled Trial. Journal of Psychiatric and Mental Health Nursing 2025;32(3):712 View
  12. Madrid‐Cagigal A, Kealy C, Potts C, Mulvenna M, Byrne M, Barry M, Donohoe G. Digital Mental Health Interventions for University Students With Mental Health Difficulties: A Systematic Review and Meta‐Analysis. Early Intervention in Psychiatry 2025;19(3) View
  13. Six S, Schlesener E, Hill V, Babu S, Byrne K. Impact of Conversational and Animation Features of a Mental Health App Virtual Agent on Depressive Symptoms and User Experience Among College Students: Randomized Controlled Trial. JMIR Mental Health 2025;12:e67381 View
  14. Potts C, Kealy C, McNulty J, Madrid-Cagigal A, Wilson T, Mulvenna M, O'Neill S, Donohoe G, Barry M. Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review. Journal of Medical Internet Research 2025;27:e72892 View
  15. Kim M, Moon Y, Chung K. An App-Based Cognitive Behavioral Therapy Program Tailored for College Students: Randomized Controlled Trial. JMIR mHealth and uHealth 2025;13:e50006 View
  16. Wanniarachchi V, Greenhalgh C, Choi A, Warren J. Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review. Frontiers in Digital Health 2025;7 View
  17. Schaeuffele C, Zagorscak P, Langerwisch V, Wilke J, Medvedeva Y, Knaevelsrud C. A systematic review on personalization of treatment components in IBIs for mental disorders. Internet Interventions 2025;41:100840 View
  18. Yokomitsu K, Oimatsu R, Toh S, Sündermann O. Assessing the Efficacy of the INTELLECT Cognitive Behavioral Therapy Mobile App for Anxiety and Depressive Symptoms Among At-Risk Japanese Employees: Randomized Controlled Trial. JMIR mHealth and uHealth 2025;13:e60871 View
  19. Stratton E, Morris R, Milton A, Deady M, Choi I, Glozier N. Optimizing Workplace Digital Mental Health Interventions: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2025;27:e71253 View
  20. Linardon J, Torous J, Messer M, Liu C, Bell I, Nicholas J, Goldberg S. Association between user engagement and clinical outcomes in smartphone apps for depression and anxiety: A systematic review and meta-analysis. Psychiatry Research 2026;355:116864 View
  21. Lima Neto J, Castro A. EFICÁCIA DE PROGRAMAS DE INTELIGÊNCIA ARTIFICIAL COM APLICAÇÃO DE CHATBOTS NO AUXÍLIO AO CUIDADO A SAÚDE MENTAL. REVISTA FOCO 2025;18(12):e10864 View

Conference Proceedings

  1. Vossen W, Szymanski M, Verbert K. Proceedings of the 29th International Conference on Intelligent User Interfaces. The effect of personalizing a psychotherapy conversational agent on therapeutic bond and usage intentions View
  2. Branley-Bell D, Murphy-Morgan C, Malowaniec P. Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. From Paper to Pixel: Demonstrating the Power of Non-Digital Serious Games for Informing Digital Health Solutions View
  3. Zheng X, Li Z, Gui X, Luo Y. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Customizing Emotional Support: How Do Individuals Construct and Interact With LLM-Powered Chatbots View
  4. Schlesener E, Six S, Byrne K, Babu S. ACM Symposium on Applied Perception 2025. `Talk to Me': Comparing the Effects of Virtual Character Interaction Fidelity on Perceived Usability, User Experience, and Acceptance in a Mental Health Application View
  5. Roberts G, Anukem S, Chan G, Nkwo M, Orji R. 2025 IEEE Conference on Serious Games and Applications for Health (SeGAH). An Exploratory Study of STEM Odyssey: A Game for Stress Management in STEM Students View