Published on in Vol 7, No 10 (2020): October
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/21075, first published
.

Journals
- Oliveira C, Pereira A, Vagos P, Nóbrega C, Gonçalves J, Afonso B. Effectiveness of Mobile App-Based Psychological Interventions for College Students: A Systematic Review of the Literature. Frontiers in Psychology 2021;12 View
- Cislo C, Clingan C, Gilley K, Rozwadowski M, Gainsburg I, Bradley C, Barabas J, Sandford E, Olesnavich M, Tyler J, Mayer C, DeMoss M, Flora C, Forger D, Cunningham J, Tewari M, Choi S. Monitoring Beliefs and Physiological Measures Using Wearable Sensors and Smartphone Technology Among Students at Risk of COVID-19: Protocol for a mHealth Study. JMIR Research Protocols 2021;10(6):e29561 View
- Goozee R, Barrable A, Lubenko J, Papadatou-Pastou M, Haddad M, McKeown E, Hirani S, Martin M, Tzotzoli P. Investigating the feasibility of MePlusMe, an online intervention to support mental health, well-being, and study skills in higher education students. Journal of Mental Health 2024;33(5):576 View
- Choudhury A, Kuehn A, Shamszare H, Shahsavar Y. Analysis of Mobile App-Based Mental Health Solutions for College Students: A Rapid Review. Healthcare 2023;11(2):272 View
- Xu W, Liang H, Baghaei N, Ma X, Yu K, Meng X, Wen S. Effects of an Immersive Virtual Reality Exergame on University Students’ Anxiety, Depression, and Perceived Stress: Pilot Feasibility and Usability Study. JMIR Serious Games 2021;9(4):e29330 View
- Lattie E, Cohen K, Hersch E, Williams K, Kruzan K, MacIver C, Hermes J, Maddi K, Kwasny M, Mohr D. Uptake and effectiveness of a self-guided mobile app platform for college student mental health. Internet Interventions 2022;27:100493 View
- Ahmed A, Ali N, Giannicchi A, Abd-alrazaq A, Ahmed M, Aziz S, Househ M. Mobile applications for mental health self-care: A scoping review. Computer Methods and Programs in Biomedicine Update 2021;1:100041 View
- McCallum M, Ho A, Mitchell E, May C, Behr H, Ritschel L, Mochrie K, Michaelides A. Feasibility, Acceptability, and Preliminary Outcomes of a Cognitive Behavioral Therapy–Based Mobile Mental Well-being Program (Noom Mood): Single-Arm Prospective Cohort Study. JMIR Formative Research 2022;6(4):e36794 View
- Thieme A, Hanratty M, Lyons M, Palacios J, Marques R, Morrison C, Doherty G. Designing Human-centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment. ACM Transactions on Computer-Human Interaction 2023;30(2):1 View
- Quirk H, Nagar R, Anderson P. A qualitative exploration of college students’ experiences using mobile apps to improve self-care during the COVID-19 pandemic. Journal of American College Health 2024;72(9):3802 View
- De Oliveira B, Dent K, Smith J, Merchant W, Wright S. A Comparative Case Study of the Implementation of a Digital App-Based Platform Aimed at Reducing Sexual Risk in Adolescents and Young Adults. Child & Youth Services 2024;45(1):116 View
- Yee L, Leziak K, Jackson J, Niznik C, Saber R, Yeh C, Simon M. SweetMama: Usability Assessment of a Novel Mobile Application Among Low-Income Pregnant People to Assist With Diabetes Management and Support. Diabetes Spectrum 2023;36(2):171 View
- Ferretti A, Hubbs S, Vayena E. Global youth perspectives on digital health promotion: a scoping review. BMC Digital Health 2023;1(1) View
- D'Adamo L, Paraboschi L, Claire Grammer A, Fennig M, Graham A, Yaeger L, Newman M, Wilfley D, Barr Taylor C, Eisenberg D, Fitzsimmons-Craft E. Reach and uptake of digital mental health interventions based on cognitive-behavioral therapy for college students: A systematic review. Journal of Behavioral and Cognitive Therapy 2023;33(2):97 View
- Nagar R, Quirk H, Anderson P. User experiences of college students using mental health applications to improve self-care: Implications for improving engagement. Internet Interventions 2023;34:100676 View
- Truscott A, Hayes D, Bardsley T, Choksi D, Edbrooke-Childs J. Defining young people’s mental health self-care: a systematic review and co-development approach. European Child & Adolescent Psychiatry 2024;33(11):3765 View
- Tian L, Wong E, Dong D, Cheung A, Chan S, Cao Y, Mok P, Zhou L, Xu R. Improving mental health literacy using web- or app-based interventions: A scoping review. DIGITAL HEALTH 2024;10 View
- Pavlacic J, Hampton B, Young J, Witcraft S, Flores C, Vázquez A, Rheingold A. Systematic Review of Mindfulness-Based Ecological Momentary Interventions: Synthesizing Current Methods and Identifying Directions for Future Research. Journal of Technology in Behavioral Science 2024;10(1):188 View
- Matthews P, Rhodes-Maquaire C. Personalisation and Recommendation for Mental Health Apps: A Scoping Review. Behaviour & Information Technology 2024:1 View
- Bannigan G, McGrath D, Matthews J, Duignan C. Facilitated Collaborative Group Co-Design of Hypothetical Digital Tools to Understand University Students’ Well-being Support Needs and Requirements. SN Computer Science 2024;5(6) View
- Edwin J, Cornwall J, Du Plooy K. What medical students want from Mental Health Self-Help Resources: A focus group study. Mental Health & Prevention 2024;35:200353 View
- Xu Z, Meng Z. Health service requirements of mHealth app users: evidence from Hangzhou, China. Journal of Health Organization and Management 2024;38(6):800 View
- Dietvorst E, de Vries L, van Eijl S, Mesman E, Legerstee J, Keijsers L, Hillegers M, Vreeker A. Effective elements of eHealth interventions for mental health and well-being in children and adolescents: A systematic review. DIGITAL HEALTH 2024;10 View
- Lambert J, Loades M, Marshall N, Higson-Sweeney N, Chan S, Mahmud A, Pile V, Maity A, Adam H, Sung B, Luximon M, MacLennan K, Berry C, Chadwick P. Investigating the Efficacy of the Web-Based Common Elements Toolbox (COMET) Single-Session Interventions in Improving UK University Student Well-Being: Randomized Controlled Trial. Journal of Medical Internet Research 2025;27:e58164 View
- Yong S. Integrating Emotional AI into Mobile Apps with Smart Home Systems for Personalized Mental Wellness. Journal of Technology in Behavioral Science 2025 View
- 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
- Kim M, Chung K. An Application-Based CBT Program Tailored for College Students: A Randomized Controlled Trial (Preprint). JMIR mHealth and uHealth 2024 View
- 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
- Dandil Y, Kingston J. Personalized Mobile Apps for Mental Health and Well-Being in the General Population: A Systematic Review. Journal of Technology in Human Services 2025:1 View
Books/Policy Documents
Conference Proceedings
- Jin S, Kim B, Han K. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. "I Don't Know Why I Should Use This App": Holistic Analysis on User Engagement Challenges in Mobile Mental Health View
- Burgess E, Munson S, Mohr D, Reddy M. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. What's In Your Kit? Mental Health Technology Kits for Depression Self-Management View