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

Viewpoints and Opinions on Mental Health (44) Artificial Intelligence (1371) Commentary (12) JMIR Theme Issue: COVID-19 Special Issue (2452) Machine Learning (1465) Reviews in Digital Mental Health (243) JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions (383) Viewpoints and Perspectives (514) Users' and Patients' Needs for Mental Health Services (403) Innovations in Mental Health Systems (390)

Published on in Vol 8, No 3 (2021): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/26811, first published .
Digital Mental Health Challenges and the Horizon Ahead for Solutions

Digital Mental Health Challenges and the Horizon Ahead for Solutions

Digital Mental Health Challenges and the Horizon Ahead for Solutions

Authors of this article:

Luke Balcombe1 Author Orcid Image ;   Diego De Leo1 Author Orcid Image
Article Authors Cited by (61) Tweetations (6) Metrics

Journals

  1. Konhäusner P, Seidentopf R. Digital Marketing Effects of Clubhouse on Crowdfunding in the Context of COVID-19. Journal of Risk and Financial Management 2021;14(8):347 View
  2. Minian N, Gayapersad A, Saiva A, Dragonetti R, Kidd S, Strudwick G, Selby P. An e–Mental Health Resource for COVID-19–Associated Stress Reduction: Mixed Methods Study of Reach, Usability, and User Perceptions. JMIR Mental Health 2022;9(8):e39885 View
  3. Peng X, Wang-Trexler N, Magagna W, Land S, Peck K. Learning Agility of Learning and Development Professionals in the Life Sciences Field During the COVID-19 Pandemic: Empirical Study. Interactive Journal of Medical Research 2022;11(1):e33360 View
  4. Balcombe L, De Leo D. Human-Computer Interaction in Digital Mental Health. Informatics 2022;9(1):14 View
  5. Kellogg K, Sadeh-Sharvit S. Pragmatic AI-augmentation in mental healthcare: Key technologies, potential benefits, and real-world challenges and solutions for frontline clinicians. Frontiers in Psychiatry 2022;13 View
  6. Drissi N, Ouhbi S, Amiri L, Al Mugaddam F, Jan R, Isomursu M. A Conceptual Framework to Design Connected Mental Health Solutions in the United Arab Emirates: Questionnaire Study. JMIR Formative Research 2022;6(2):e27675 View
  7. Kotera Y, Rennick-Egglestone S, Ng F, Llewellyn-Beardsley J, Ali Y, Newby C, Fox C, Slade E, Bradstreet S, Harrison J, Franklin D, Todowede O, Slade M. Assessing Diversity and Inclusivity is the Next Frontier in Mental Health Recovery Narrative Research and Practice. JMIR Mental Health 2023;10:e44601 View
  8. Tutun S, Johnson M, Ahmed A, Albizri A, Irgil S, Yesilkaya I, Ucar E, Sengun T, Harfouche A. An AI-based Decision Support System for Predicting Mental Health Disorders. Information Systems Frontiers 2023;25(3):1261 View
  9. Balcombe L, De Leo D. The Potential Impact of Adjunct Digital Tools and Technology to Help Distressed and Suicidal Men: An Integrative Review. Frontiers in Psychology 2022;12 View
  10. Golz C, Aarts S, Hacking C, Hahn S, Zwakhalen S. Health professionals’ sentiments towards implemented information technologies in psychiatric hospitals: a text-mining analysis. BMC Health Services Research 2022;22(1) View
  11. Balcombe L, De Leo D. Evaluation of the Use of Digital Mental Health Platforms and Interventions: Scoping Review. International Journal of Environmental Research and Public Health 2022;20(1):362 View
  12. Baños R, Herrero R, Vara M. What is the Current and Future Status of Digital Mental Health Interventions?. The Spanish Journal of Psychology 2022;25 View
  13. Saini P, Chopra J, Hanlon C, Boland J. The adaptation of a community-based suicide prevention intervention during the COVID19 pandemic: a mixed method study. Cogent Psychology 2022;9(1) View
  14. Scott S, Knott V, Finlay-Jones A, Mancini V. Australian Psychologists Experiences with Digital Mental Health: a Qualitative Investigation. Journal of Technology in Behavioral Science 2022;8(4):341 View
  15. Newn J, Kelly R, D'Alfonso S, Lederman R. Examining and Promoting Explainable Recommendations for Personal Sensing Technology Acceptance. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022;6(3):1 View
  16. Rusch A, Carley I, Badola P, Liebrecht C, McInnis M, Ryan K, Smith S. Digital mental health interventions for chronic serious mental illness: Findings from a qualitative study on usability and scale-up of the Life Goals app for bipolar disorder. Frontiers in Digital Health 2022;4 View
  17. Balcombe L, De Leo D. Digital Mental Health Amid COVID-19. Encyclopedia 2021;1(4):1047 View
  18. Perdacher E, Kavanagh D, Sheffield J, Healy K, Dale P, Heffernan E. Using the Stay Strong App for the Well-being of Indigenous Australian Prisoners: Feasibility Study. JMIR Formative Research 2022;6(4):e32157 View
  19. Balcombe L, De Leo D. Linking music streaming platform advertisements with a digital mental health assessment and interventions. Frontiers in Digital Health 2022;4 View
  20. Balcombe L, De Leo D. The Impact of YouTube on Loneliness and Mental Health. Informatics 2023;10(2):39 View
  21. Chong M, Hickie I, Cross S, McKenna S, Varidel M, Capon W, Davenport T, LaMonica H, Sawrikar V, Guastella A, Naismith S, Scott E, Iorfino F. Digital Application of Clinical Staging to Support Stratification in Youth Mental Health Services: Validity and Reliability Study. JMIR Formative Research 2023;7:e45161 View
  22. Gauthier-Beaupré A, Grosjean S. Understanding acceptability of digital health technologies among francophone-speaking communities across the world: a meta-ethnographic study. Frontiers in Communication 2023;8 View
  23. Oudin A, Maatoug R, Bourla A, Ferreri F, Bonnot O, Millet B, Schoeller F, Mouchabac S, Adrien V. Digital Phenotyping: Data-Driven Psychiatry to Redefine Mental Health. Journal of Medical Internet Research 2023;25:e44502 View
  24. Huxley P, Krayer A, Poole R, Gromadzka A, Jie D, Nafees S. The Goldberg–Huxley model of the pathway to psychiatric care: 21st-century systematic review. BJPsych Open 2023;9(4) View
  25. Douet Vannucci V, Marchand T, Hennequin A, Caci H, Staccini P. The EPIDIA4Kids protocol for a digital epidemiology study on brain functioning in children, based on a multimodality biometry tool running on an unmodified tablet. Frontiers in Public Health 2023;11 View
  26. Goodmann D, Brown L, Bunge E, Leykin Y. Initial Examination of DAHLIA: A Fully-automated Internet Intervention for Women Survivors of Sexual Assault. Journal of Technology in Behavioral Science 2023;9(2):335 View
  27. Lin X, Martinengo L, Jabir A, Ho A, Car J, Atun R, Tudor Car L. Scope, Characteristics, Behavior Change Techniques, and Quality of Conversational Agents for Mental Health and Well-Being: Systematic Assessment of Apps. Journal of Medical Internet Research 2023;25:e45984 View
  28. Balcombe L. AI Chatbots in Digital Mental Health. Informatics 2023;10(4):82 View
  29. Aich K, Kashyap S, Tyagi K, Verma I, Chauhan A, Jain C. Understanding the Potentiality of Artificial Intelligence in Psychological Disorders Detection and Diagnostics. OBM Neurobiology 2023;07(04):1 View
  30. Armaou M. Research Trends in the Study of Acceptability of Digital Mental Health-Related Interventions: A Bibliometric and Network Visualisation Analysis. Social Sciences 2024;13(2):114 View
  31. Ho T, Le L, Engel L, Le N, Melvin G, Le H, Mihalopoulos C. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. European Child & Adolescent Psychiatry 2024 View
  32. Riboldi I, Calabrese A, Piacenti S, Capogrosso C, Paioni S, Bartoli F, Carrà G, Armes J, Taylor C, Crocamo C. Understanding University Students' Perspectives towards Digital Tools for Mental Health Support: A Cross-country Study. Clinical Practice & Epidemiology in Mental Health 2024;20(1) View
  33. Park N, Jang S. App-Based Digital Health Equity Determinants According to Ecological Models: Scoping Review. Sustainability 2024;16(6):2232 View
  34. Thakkar A, Gupta A, De Sousa A. Artificial intelligence in positive mental health: a narrative review. Frontiers in Digital Health 2024;6 View
  35. Geraldo A, Dores A, Mendes-Santos C, Barbosa F. Guidelines for the Provision of Remote Psychological Services. European Psychologist 2024;29(1):55 View
  36. Saeidnia H, Hashemi Fotami S, Lund B, Ghiasi N. Ethical Considerations in Artificial Intelligence Interventions for Mental Health and Well-Being: Ensuring Responsible Implementation and Impact. Social Sciences 2024;13(7):381 View
  37. Risling T, Kassam I, Shin H, Carlberg C, Moss T, Chen S, Ma C, Strudwick G. Implementation of a population mental health and wellness text-message service: a mixed-methods study. BMC Digital Health 2024;2(1) View
  38. Campos S, Nuñez D, Pérez J, Robinson J. Characterization of Psychopathology in Latin American Adolescents Using a Web-Based Screening Tool: Cross-Sectional Study. JMIR Formative Research 2024;8:e57038 View
  39. Mlakar I, Arioz U, Smrke U, Plohl N, Šafran V, Rojc M. An End-to-End framework for extracting observable cues of depression from diary recordings. Expert Systems with Applications 2024;257:125025 View
  40. Rachmayanti R, Dewi F, Setiyawati D, Megatsari H, Diana R, Vinarti R. Using Digital Media to Improve Adolescent Resilience and Prevent Mental Health Problems: Protocol for a Scoping Review. JMIR Research Protocols 2024;13:e58681 View
  41. González-Mohíno M, Ramos-Ruiz J, López-Castro J, García-García L. Maximizing student satisfaction in education: Instagram's role in motivation, communication, and participation. The International Journal of Management Education 2024;22(3):101045 View
  42. Wani C, McCann L, Lennon M, Radu C. Digital Mental Health Interventions for Adolescents in Low- and Middle-Income Countries: Scoping Review. Journal of Medical Internet Research 2024;26:e51376 View
  43. Hoose S, Králiková K. Artificial Intelligence in Mental Health Care: Management Implications, Ethical Challenges, and Policy Considerations. Administrative Sciences 2024;14(9):227 View
  44. Chaturvedi A. Exploring empathy in artificial intelligence: synthesis and paths for future research. Information Discovery and Delivery 2024 View
  45. Moretti F, Bortolini T, Hartle L, Moll J, Mattos P, Furtado D, Fontenelle L, Fischer R. Engagement challenges in digital mental health programs: hybrid approaches and user retention of an online self-knowledge journey in Brazil. Frontiers in Digital Health 2024;6 View
  46. Chitale V, Henry J, Liang H, Matthews B, Baghaei N. Virtual reality analytics map (VRAM): A conceptual framework for detecting mental disorders using virtual reality data. New Ideas in Psychology 2025;76:101127 View
  47. Varghese M, Sharma P, Patwardhan M. Who do I trust more? Public Perception on AI-driven Mental health Interventions: A Survey research (Preprint). JMIR Formative Research 2024 View
  48. Mikelsone E, Spilbergs A, Segers J. Digital Healthcare Innovations and Idea Management. Journal of Economics, Innovative Management and Entrepreneurship 2024;2(3) View
  49. Das K, Gavade P. A review on the efficacy of artificial intelligence for managing anxiety disorders. Frontiers in Artificial Intelligence 2024;7 View
  50. 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 2024:100638 View
  51. Khosravi M, Izadi R, Azar G. Factors Influencing the Engagement with Electronic Mental Health Technologies: A Systematic Review of Reviews. Administration and Policy in Mental Health and Mental Health Services Research 2024 View
  52. Morgan P, Cogan N. Using artificial intelligence to address mental health inequalities: co-creating machine learning algorithms with key stakeholders and citizen engagement. Journal of Public Mental Health 2024 View
  53. Huberty J, Beatty C. Integrating science into digital health workflows: A strategic approach for leaders. DIGITAL HEALTH 2024;10 View

Books/Policy Documents

  1. Balcombe L, De Leo D. Anxiety, Uncertainty, and Resilience During the Pandemic Period - Anthropological and Psychological Perspectives. View
  2. Simões de Almeida R, Silva T. Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare. View
  3. Dumitru C. Developing Curriculum for Emergency Remote Learning Environments. View
  4. Safa R, Edalatpanah S, Sorourkhah A. Deep Learning in Personalized Healthcare and Decision Support. View
  5. Siddhanta M, Kuriansky J, Barry E. Resilient Health. View
  6. Chakraborty T, Sharada V, Gohain D. AI Technologies and Advancements for Psychological Well-Being and Healthcare. View