Preprints (earlier versions) of this paper are available at, first published .
Self-Guided Web-Based Interventions: Scoping Review on User Needs and the Potential of Embodied Conversational Agents to Address Them

Self-Guided Web-Based Interventions: Scoping Review on User Needs and the Potential of Embodied Conversational Agents to Address Them

Self-Guided Web-Based Interventions: Scoping Review on User Needs and the Potential of Embodied Conversational Agents to Address Them


  1. Cabitza F, Dui L, Banfi G. PROs in the wild: Assessing the validity of patient reported outcomes in an electronic registry. Computer Methods and Programs in Biomedicine 2019;181:104837 View
  2. Scholten M, Kelders S, Van Gemert-Pijnen J. An Empirical Study of a Pedagogical Agent as an Adjunct to an eHealth Self-Management Intervention: What Modalities Does It Need to Successfully Support and Motivate Users?. Frontiers in Psychology 2019;10 View
  3. Teo C, Ng C, Lo S, Lim C, White A. A Mobile Web App to Improve Health Screening Uptake in Men (ScreenMen): Utility and Usability Evaluation Study. JMIR mHealth and uHealth 2019;7(4):e10216 View
  4. Grekin E, Beatty J, Ondersma S. Mobile Health Interventions: Exploring the Use of Common Relationship Factors. JMIR mHealth and uHealth 2019;7(4):e11245 View
  5. Holtz P, Fetahu B, Kimmerle J. Effects of Contributor Experience on the Quality of Health-Related Wikipedia Articles. Journal of Medical Internet Research 2018;20(5):e171 View
  6. Gaffney H, Mansell W, Tai S. Conversational Agents in the Treatment of Mental Health Problems: Mixed-Method Systematic Review. JMIR Mental Health 2019;6(10):e14166 View
  7. Tan Y, Teng Z, Qiu Y, Tang H, Xiang H, Chen J. Potential of Mobile Technology to Relieve the Urgent Mental Health Needs in China: Web-Based Survey. JMIR mHealth and uHealth 2020;8(7):e16215 View
  8. Mehrotra S, Sudhir P, Rao G, Thirthalli J, Srikanth T. Development and Pilot Testing of an Internet-Based Self-Help Intervention for Depression for Indian Users. Behavioral Sciences 2018;8(4):36 View
  9. Mukhiya S, Wake J, Inal Y, Lamo Y. Adaptive Systems for Internet-Delivered Psychological Treatments. IEEE Access 2020;8:112220 View
  10. Thompson D, Callender C, Gonynor C, Cullen K, Redondo M, Butler A, Anderson B. Using Relational Agents to Promote Family Communication Around Type 1 Diabetes Self-Management in the Diabetes Family Teamwork Online Intervention: Longitudinal Pilot Study. Journal of Medical Internet Research 2019;21(9):e15318 View
  11. Sanders M, Turner K, Metzler C. Applying Self-Regulation Principles in the Delivery of Parenting Interventions. Clinical Child and Family Psychology Review 2019;22(1):24 View
  12. Hardy A, Wojdecka A, West J, Matthews E, Golby C, Ward T, Lopez N, Freeman D, Waller H, Kuipers E, Bebbington P, Fowler D, Emsley R, Dunn G, Garety P. How Inclusive, User-Centered Design Research Can Improve Psychological Therapies for Psychosis: Development of SlowMo. JMIR Mental Health 2018;5(4):e11222 View
  13. Fiske A, Henningsen P, Buyx A. Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy. Journal of Medical Internet Research 2019;21(5):e13216 View
  14. ter Stal S, Kramer L, Tabak M, op den Akker H, Hermens H. Design Features of Embodied Conversational Agents in eHealth: a Literature Review. International Journal of Human-Computer Studies 2020;138:102409 View
  15. Gaffney H, Mansell W, Tai S. Agents of change: Understanding the therapeutic processes associated with the helpfulness of therapy for mental health problems with relational agent MYLO. DIGITAL HEALTH 2020;6:205520762091158 View
  16. Beinema T, op den Akker H, van Velsen L, Hermens H. Tailoring coaching strategies to users’ motivation in a multi-agent health coaching application. Computers in Human Behavior 2021;121:106787 View
  17. Jang S, Kim J, Kim S, Hong J, Kim S, Kim E. Mobile app-based chatbot to deliver cognitive behavioral therapy and psychoeducation for adults with attention deficit: A development and feasibility/usability study. International Journal of Medical Informatics 2021;150:104440 View
  18. Scholten M, Kelders S, Van Gemert-Pijnen J. Can a monologue-style ECA more effectively motivate eHealth users in initial distress than textual guidance?. Heliyon 2021;7(3):e06509 View
  19. Griffin A, Xing Z, Mikles S, Bailey S, Khairat S, Arguello J, Wang Y, Chung A. Information needs and perceptions of chatbots for hypertension medication self-management: a mixed methods study. JAMIA Open 2021;4(2) View
  20. Kocur M, Dechant M, Wolff C, Nothdurfter C, Wetter T, Rupprecht R, Shiban Y. Computer-Assisted Avatar-Based Treatment for Dysfunctional Beliefs in Depressive Inpatients: A Pilot Study. Frontiers in Psychiatry 2021;12 View
  21. Kwakkenbos L, Carrier M, Welling J, Levis B, Levis A, Sauve M, Turner K, Tao L, Aguila K, Carboni-Jiménez A, Cañedo-Ayala M, Harb S, van den Ende C, Hudson M, van Breda W, Nguyen C, Boutron I, Rannou F, Thombs B, Mouthon L, Henry R, Bartlett S, Fortuné C, Gottesman K, Guillot G, Hummers L, Lawrie-Jones A, Malcarne V, Mayes M, Nielson W, Richard M, Assassi S, Benedetti A, El-Baalbaki G, Ells C, Fligelstone K, Frech T, Gietzen A, Harel D, Hinchcliff M, Johnson S, Larche M, Leite C, Nielsen K, Pope J, Sofia T, Schouffoer A, Suarez-Almazor M, Agard C, Abdallah N, André M, Bernstein E, Berthier S, Bissonnette L, Bruns A, Carreira P, Casadevall M, Chaigne B, Chung L, Crichi B, Denton C, Domsic R, Dunne J, Dunogue B, Fare R, Farge-Bancel D, Fortin P, Gordon J, Granel-Rey B, Guffroy A, Gyger G, Hachulla E, Herrick A, Hoa S, Ikic A, Jones N, Kafaja S, Khalidi N, Lambert M, Launay D, Lee Y, Maillard H, Maltez N, Manning J, Marie I, Lopez M, Martin T, Masetto A, Maurier F, Mekinian A, Díaz S, Nikpour M, Olagne L, Poindron V, Proudman S, Régent A, Rivière S, Robinson D, Rodríguez E, Roux S, Smets P, Sobanski V, Spiera R, Steen V, Sutton E, Thorne C, Varga J, Wilcox P, Discepola M, Montemurro L, Nassar E, Neyer M, Nordlund J, Østbø N, Provencher S. Randomized controlled trial of an internet-based self-guided hand exercise program to improve hand function in people with systemic sclerosis: the Scleroderma Patient-centered Intervention Network Hand Exercise Program (SPIN-HAND) trial. Trials 2022;23(1) View
  22. Koulouri T, Macredie R, Olakitan D. Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability. ACM Transactions on Interactive Intelligent Systems 2022;12(2):1 View
  23. Hurmuz M, Jansen-Kosterink S, Beinema T, Fischer K, op den Akker H, Hermens H. Evaluation of a virtual coaching system eHealth intervention: A mixed methods observational cohort study in the Netherlands. Internet Interventions 2022;27:100501 View
  24. Loveys K, Hiko C, Sagar M, Zhang X, Broadbent E. “I felt her company”: A qualitative study on factors affecting closeness and emotional support seeking with an embodied conversational agent. International Journal of Human-Computer Studies 2022;160:102771 View
  25. Allouch M, Azaria A, Azoulay R. Conversational Agents: Goals, Technologies, Vision and Challenges. Sensors 2021;21(24):8448 View
  26. Rasouli S, Gupta G, Nilsen E, Dautenhahn K. Potential Applications of Social Robots in Robot-Assisted Interventions for Social Anxiety. International Journal of Social Robotics 2022;14(5):1 View
  27. Lohaus T, Rogalla S, Thoma P. Use of Technologies in the Therapy of Social Cognition Deficits in Neurological and Mental Diseases: A Systematic Review. Telemedicine and e-Health 2023;29(3):331 View
  28. Chung J, Winship J, Parsons P, Falls K, Bleich M. Stakeholder Perspectives on Implementation of Smart Speakers for Aging in Place in Low-Income Senior Housing: A Qualitative Study. Journal of Gerontological Nursing 2022;48(10):33 View
  29. Wong J, Foussat A, Ting S, Acerbi E, van Elburg R, Mei Chien C. A Chatbot to Engage Parents of Preterm and Term Infants on Parental Stress, Parental Sleep, and Infant Feeding: Usability and Feasibility Study. JMIR Pediatrics and Parenting 2021;4(4):e30169 View
  30. Lim S, Shiau C, Cheng L, Lau Y. Chatbot-Delivered Psychotherapy for Adults With Depressive and Anxiety Symptoms: A Systematic Review and Meta-Regression. Behavior Therapy 2022;53(2):334 View
  31. Wu C, Xu H, Bai D, Chen X, Gao J, Jiang X. Public perceptions on the application of artificial intelligence in healthcare: a qualitative meta-synthesis. BMJ Open 2023;13(1):e066322 View
  32. Schick A, Feine J, Morana S, Maedche A, Reininghaus U. Validity of Chatbot Use for Mental Health Assessment: Experimental Study. JMIR mHealth and uHealth 2022;10(10):e28082 View
  33. Weimann T, Schlieter H, Brendel A. Virtual Coaches. Business & Information Systems Engineering 2022;64(4):515 View
  34. Kip H, Keizer J, da Silva M, Beerlage-de Jong N, Köhle N, Kelders S. Methods for Human-Centered eHealth Development: Narrative Scoping Review. Journal of Medical Internet Research 2022;24(1):e31858 View
  35. Hocking J, Oster C, Maeder A, Lange B. Design, development, and use of conversational agents in rehabilitation for adults with brain-related neurological conditions: a scoping review. JBI Evidence Synthesis 2023;21(2):326 View
  36. Tan Y, Lattie E, Qiu Y, Teng Z, Wu C, Tang H, Chen J. Accessibility of mental health support in China and preferences on web-based services for mood disorders: A qualitative study. Internet Interventions 2021;26:100475 View
  37. Morrow E, Zidaru T, Ross F, Mason C, Patel K, Ream M, Stockley R. Artificial intelligence technologies and compassion in healthcare: A systematic scoping review. Frontiers in Psychology 2023;13 View
  38. Aggarwal A, Tam C, Wu D, Li X, Qiao S. Artificial Intelligence–Based Chatbots for Promoting Health Behavioral Changes: Systematic Review. Journal of Medical Internet Research 2023;25:e40789 View
  39. He Y, Yang L, Li T, Qian C, Su Z, Zhang Q, Hou X. Conversational agent interventions for mental health problems: a systematic review and meta-analysis of randomized controlled trials (Preprint). Journal of Medical Internet Research 2022 View

Books/Policy Documents

  1. van Wingerden J, van der Vaart L. Theoretical Approaches to Multi-Cultural Positive Psychological Interventions. View
  2. Kalina J, Tobišková N. Ethical Implications of Reshaping Healthcare With Emerging Technologies. View
  3. Zhong M, Bilal A, Papadopoulos F, Castellano G. Social Robotics. View