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

Wearable Devices and Sensors (818) Chatbots and Conversational Agents (463) Machine Learning (1384) Innovations and Technology for Physical Activity Education (702) Fitness Trackers and Smart Pedometers/Accelerometers (541) Usability of Apps and User Perceptions of mHealth (899) mHealth for Wellness, Behavior Change and Prevention (2743) Human Factors and Usability Case Studies (747)

Published on in Vol 9, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28577, first published .
Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study

Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study

Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study

Authors of this article:

Quyen G To1 Author Orcid Image ;   Chelsea Green1 Author Orcid Image ;   Corneel Vandelanotte1 Author Orcid Image
Article Authors Cited by (24) Tweetations (11) Metrics

Journals

  1. Islam M, Chaudhry B. A Framework to Enhance User Experience of Older Adults With Speech-Based Intelligent Personal Assistants. IEEE Access 2023;11:16683 View
  2. Weeks R, Sangha P, Cooper L, Sedoc J, White S, Gretz S, Toledo A, Lahav D, Hartner A, Martin N, Lee J, Slonim N, Bar-Zeev N. Usability and Credibility of a COVID-19 Vaccine Chatbot for Young Adults and Health Workers in the United States: Formative Mixed Methods Study. JMIR Human Factors 2023;10:e40533 View
  3. Schoeppe S, Waters K, Salmon J, Williams S, Power D, Alley S, Rebar A, Hayman M, Duncan M, Vandelanotte C. Experience and Satisfaction with a Family-Based Physical Activity Intervention Using Activity Trackers and Apps: A Qualitative Study. International Journal of Environmental Research and Public Health 2023;20(4):3327 View
  4. Lyzwinski L, Elgendi M, Menon C. Conversational Agents and Avatars for Cardiometabolic Risk Factors and Lifestyle-Related Behaviors: Scoping Review. JMIR mHealth and uHealth 2023;11:e39649 View
  5. Rodriguez‐Arrastia M, Martinez‐Ortigosa A, Ruiz‐Gonzalez C, Ropero‐Padilla C, Roman P, Sanchez‐Labraca N. Experiences and perceptions of final‐year nursing students of using a chatbot in a simulated emergency situation: A qualitative study. Journal of Nursing Management 2022;30(8):3874 View
  6. Alley S, Schoeppe S, To Q, Parkinson L, van Uffelen J, Hunt S, Duncan M, Schneiders A, Vandelanotte C. Engagement, acceptability, usability and satisfaction with Active for Life, a computer-tailored web-based physical activity intervention using Fitbits in older adults. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  7. 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
  8. Denecke K, May R. Investigating conversational agents in healthcare: Application of a technical-oriented taxonomy. Procedia Computer Science 2023;219:1289 View
  9. Anmella G, Sanabra M, Primé-Tous M, Segú X, Cavero M, Morilla I, Grande I, Ruiz V, Mas A, Martín-Villalba I, Caballo A, Esteva J, Rodríguez-Rey A, Piazza F, Valdesoiro F, Rodriguez-Torrella C, Espinosa M, Virgili G, Sorroche C, Ruiz A, Solanes A, Radua J, Also M, Sant E, Murgui S, Sans-Corrales M, H Young A, Vicens V, Blanch J, Caballeria E, López-Pelayo H, López C, Olivé V, Pujol L, Quesada S, Solé B, Torrent C, Martínez-Aran A, Guarch J, Navinés R, Murru A, Fico G, de Prisco M, Oliva V, Amoretti S, Pio-Carrino C, Fernández-Canseco M, Villegas M, Vieta E, Hidalgo-Mazzei D. Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies. Journal of Medical Internet Research 2023;25:e43293 View
  10. Han R, Todd A, Wardak S, Partridge S, Raeside R. Feasibility and Acceptability of Chatbots for Nutrition and Physical Activity Health Promotion Among Adolescents: Systematic Scoping Review With Adolescent Consultation. JMIR Human Factors 2023;10:e43227 View
  11. Noh E, Won J, Jo S, Hahm D, Lee H. Conversational Agents for Body Weight Management: Systematic Review. Journal of Medical Internet Research 2023;25:e42238 View
  12. Gilson N, James E, Viller S, Glencross M. From Fitbits to chatbots: can digital humans help solve the physical inactivity pandemic?. British Journal of Sports Medicine 2023;57(22):1413 View
  13. An R, Shen J, Wang J, Yang Y. A scoping review of methodologies for applying artificial intelligence to physical activity interventions. Journal of Sport and Health Science 2024;13(3):428 View
  14. Wutz M, Hermes M, Winter V, Köberlein-Neu J. Factors Influencing the Acceptability, Acceptance, and Adoption of Conversational Agents in Health Care: Integrative Review. Journal of Medical Internet Research 2023;25:e46548 View
  15. Singh B, Olds T, Brinsley J, Dumuid D, Virgara R, Matricciani L, Watson A, Szeto K, Eglitis E, Miatke A, Simpson C, Vandelanotte C, Maher C. Systematic review and meta-analysis of the effectiveness of chatbots on lifestyle behaviours. npj Digital Medicine 2023;6(1) View
  16. Vandelanotte C, Trost S, Hodgetts D, Imam T, Rashid M, To Q, Maher C. Increasing physical activity using an just-in-time adaptive digital assistant supported by machine learning: A novel approach for hyper-personalised mHealth interventions. Journal of Biomedical Informatics 2023;144:104435 View
  17. Sadasivan C, Cruz C, Dolgoy N, Hyde A, Campbell S, McNeely M, Stroulia E, Tandon P. Examining Patient Engagement in Chatbot Development Approaches for Healthy Lifestyle and Mental Wellness Interventions: Scoping Review. Journal of Participatory Medicine 2023;15:e45772 View
  18. Tan T, Roslan N, Li J, Zou X, Chen X, Santosa A. Patient Acceptability of Symptom Screening and Patient Education Using a Chatbot for Autoimmune Inflammatory Diseases: Survey Study. JMIR Formative Research 2023;7:e49239 View
  19. Ding H, Simmich J, Vaezipour A, Andrews N, Russell T. Evaluation framework for conversational agents with artificial intelligence in health interventions: a systematic scoping review. Journal of the American Medical Informatics Association 2023 View
  20. Dan X, He Y, Huang Y, Ren J, Wang D, Yin R, Tian Y. Construction and evaluation of a cloud follow-up platform for gynecological patients receiving chemotherapy. BMC Health Services Research 2024;24(1) View
  21. Moorthy P, Weinert L, Schüttler C, Svensson L, Sedlmayr B, Müller J, Nagel T. Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review. JMIR mHealth and uHealth 2024;12:e52179 View
  22. Triberti S, Di Fuccio R, Scuotto C, Marsico E, Limone P. “Better than my professor?” How to develop artificial intelligence tools for higher education. Frontiers in Artificial Intelligence 2024;7 View
  23. Lemos M, Henriques A, Lopes D, Mendonça N, Victorino A, Costa A, Arriaga M, Gregório M, de Sousa R, Canhão H, Rodrigues A. Usability and Utility of a Mobile App to Deliver Health-Related Content to an Older Adult Population: Pilot Noncontrolled Quasi-Experimental Study. JMIR Formative Research 2024;8:e46151 View
  24. Gabarron E, Larbi D, Rivera-Romero O, Denecke K. Human Factors in AI-Driven Digital Solutions for Increasing Physical Activity: Scoping Review. JMIR Human Factors 2024;11:e55964 View