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

mHealth for Wellness, Behavior Change and Prevention (3315) Peer-to-Peer Support and Online Communities (797) Chatbots and Conversational Agents (740) Methods and New Tools in Mental Health Research (558)

Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/43052, first published .
A Mental Health and Well-Being Chatbot: User Event Log Analysis

A Mental Health and Well-Being Chatbot: User Event Log Analysis

A Mental Health and Well-Being Chatbot: User Event Log Analysis

Authors of this article:

Frederick Booth1 Author Orcid Image ;   Courtney Potts2 Author Orcid Image ;   Raymond Bond3 Author Orcid Image ;   Maurice Mulvenna3 Author Orcid Image ;   Catrine Kostenius4 Author Orcid Image ;   Indika Dhanapala5 Author Orcid Image ;   Alex Vakaloudis5 Author Orcid Image ;   Brian Cahill5 Author Orcid Image ;   Lauri Kuosmanen6 Author Orcid Image ;   Edel Ennis2 Author Orcid Image
Article Authors Cited by (18) Tweetations (11) Metrics

Journals

  1. Takano E, Maruyama H, Takahashi T, Mori K, Nishiyori K, Morita Y, Fukuda T, Kondo I, Ishibashi Y. User Experience of Older People While Using Digital Health Technologies: A Systematic Review. Applied Sciences 2023;13(23):12815 View
  2. Laymouna M, Ma Y, Lessard D, Schuster T, Engler K, Lebouché B. Roles, Users, Benefits, and Limitations of Chatbots in Health Care: Rapid Review. Journal of Medical Internet Research 2024;26:e56930 View
  3. Kersey E, Li J, Kay J, Adler-Milstein J, Yazdany J, Schmajuk G. Development and application of Breadth-Depth-Context (BDC), a conceptual framework for measuring technology engagement with a qualified clinical data registry. JAMIA Open 2024;7(3) View
  4. Akpan I, Kobara Y, Owolabi J, Akpan A, Offodile O. Conversational and generative artificial intelligence and human–chatbot interaction in education and research. International Transactions in Operational Research 2025;32(3):1251 View
  5. Ding Z, Wei R, Xia J, Mu Y, Wang J, Lin Y. Exploring the potential of large language model–based chatbots in challenges of ribosome profiling data analysis: a review. Briefings in Bioinformatics 2024;26(1) View
  6. Coffield E, Kausar K. Evaluating User Engagement With a Real-Time, Text-Based Digital Mental Health Support App: Cross-Sectional, Retrospective Study. JMIR Formative Research 2025;9:e66301 View
  7. McAlister K, Baez L, Huberty J, Kerppola M. Chatbot to Support the Mental Health Needs of Pregnant and Postpartum Women (Moment for Parents): Design and Pilot Study. JMIR Formative Research 2025;9:e72469 View
  8. Park M, Fels S, Seo K. Enhancing academic stress assessment through self-disclosure chatbots: effects on engagement, accuracy, and self-reflection. International Journal of Educational Technology in Higher Education 2025;22(1) View
  9. Liebetrau D, Densmore M, Nunes F. Engagement of Parents with the Aurora Child Health Chatbot: A Conversation Log Analysis Study. International Journal of Human–Computer Interaction 2025;41(23):15056 View
  10. Wang Q, Yang W, Xu K, Lam L. The effect of chatbot-based exercise interventions on physical activity, exercise habits, and sedentary behavior: A systematic review and meta-analysis of randomized controlled trials. DIGITAL HEALTH 2025;11 View
  11. KUMAR S, Kumar A, Amba Prasanna A. Case Study: Augmented Reality Enabled Mental Health Chatbot. Global Clinical Engineering Journal 2025;7(2):49 View
  12. Kuhail M, Al-Shamaileh O, Farooq S, Shahin H, Abdelzaher F, Thomas J, Kaura N. A Systematic Review on Mental Health Chatbots: Trends, Design Principles, Evaluation Methods, and Future Research Agenda. Human Behavior and Emerging Technologies 2025;2025(1) View

Books/Policy Documents

  1. Zhao M, Bai Y, Zhong W, Cun W, Li Y, Zhu M, Feng Y, Chen D. Virtual, Augmented and Mixed Reality. View

Conference Proceedings

  1. Agarwal M, Chauhan D, Yadav N, Singhal S. 2024 1st International Conference on Innovative Sustainable Technologies for Energy, Mechatronics, and Smart Systems (ISTEMS). Sakhi: AI-Generated Mental Health Companion View
  2. V K H, R M B, Upreti C, Alex L. 2024 IEEE Students Conference on Engineering and Systems (SCES). Mental Health Chatbot View
  3. Neef C, Linden K, Richert A. 2024 33rd IEEE International Conference on Robot and Human Interactive Communication (ROMAN). To Be or Not to (Physically) Be? A Study on Preferences in Embodied Socially Interactive Agents for Health Monitoring of Older Adults* View
  4. Park M, Park B, Seo K. Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. How Self-Disclosing Chatbots Influence Student Engagement, Assessment Accuracy, and Self-Reflection in Academic Stress Assessment View
  5. Shi Q. 2025 IEEE 26th China Conference on System Simulation Technology and its Applications (CCSSTA). Chatbots in Mental Healthcare: Developments and Challenges View