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

Theme Issue: AI and Human Factors—Towards Successful Application of AI in Health Care (23) Reviews on Human Factors (73) Innovations and Technology for Physical Activity Education (926) mHealth for Wellness, Behavior Change and Prevention (3315) Digital Health Reviews (1724) Mobile Health (mhealth) (3464) Web-based and Mobile Health Interventions (4018) Tools, Programs and Algorithms (376)

Published on in Vol 11 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55964, first published .
Human Factors in AI-Driven Digital Solutions for Increasing Physical Activity: Scoping Review

Human Factors in AI-Driven Digital Solutions for Increasing Physical Activity: Scoping Review

Human Factors in AI-Driven Digital Solutions for Increasing Physical Activity: Scoping Review

Authors of this article:

Elia Gabarron1, 2 Author Orcid Image ;   Dillys Larbi2, 3 Author Orcid Image ;   Octavio Rivera-Romero4 Author Orcid Image ;   Kerstin Denecke5 Author Orcid Image
Article Authors Cited by (12) Tweetations (1) Metrics

Journals

  1. Yang F, Wang C, Lindsey M, An R. Use of Artificial-Intelligence-Based Chatbots to Promote Physical Activity: A Systematic Review of Interventions. Kinesiology Review 2025;14(1):80 View
  2. Gao Y, Zhang J, He Z, Zhou Z. Feasibility and Usability of an Artificial Intelligence—Powered Gamification Intervention for Enhancing Physical Activity Among College Students: Quasi-Experimental Study. JMIR Serious Games 2025;13:e65498 View
  3. Nairn B, Tsakanikas V, Gordon B, Karapintzou E, Kaski D, Fotiadis D, Bamiou D. Smart Wearable Technologies for Balance Rehabilitation in Older Adults at Risk of Falls: Scoping Review and Comparative Analysis. JMIR Rehabilitation and Assistive Technologies 2025;12:e69589 View
  4. Shen J, Yu J, Zhang H, Lindsey M, An R. Artificial intelligence-powered social robots for promoting physical activity in older adults: A systematic review. Journal of Sport and Health Science 2025;14:101045 View
  5. Garçon Q, Cabanes B, Denis-Rémis C. Managerial Challenges in Digital Health: Bibliometric and Network Analysis. Journal of Medical Internet Research 2025;27:e57980 View
  6. Dino M, Dion K, Abadir P, Budhathoki C, Huang C, Vital J, Rivero J, Malacas M, Hernandez R, Balbin P, Thiamwong L, Dennison Himmelfarb C, Davidson P, Lipsitz L. Virtual humans in geriatric care: an integrative review. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences 2025;80(9) View
  7. Hwang S, Kim H, Yi E. Healthy Movement Leads to Emotional Connection: Development of the Movement Poomasi “Wello!” Application Based on Digital Psychosocial Touch—A Mixed-Methods Study. Healthcare 2025;13(17):2157 View
  8. Li Y, Cai J. Psychological and technological predictors of the physical activity intention-behavior gap: an explainable machine learning analysis. Frontiers in Psychology 2025;16 View
  9. Netz Y, Bar-Shalom S, Argov E, Arnon M, Benmoha E, Yekutieli Z, Tchelet Karlinsky K, Jacobs J. A Smartphone Platform for Remote Motor Fitness Assessment and AI-Generated Personalized Exercise Programs for Older Adults: Randomized Controlled Trial. Journal of Medical Internet Research 2025;27:e73145 View
  10. Lee H, Hwang J, Yon D, Rhee S. Multimodal and Multidimensional Artificial Intelligence Technology in Obesity. Journal of Obesity & Metabolic Syndrome 2025;34(4):394 View
  11. Alkhwaiter B, Aloud M, Almezeini N. User Experience in mHealth Research: Bibliometric Analysis of Trends and Developments (2007–2023). JMIR mHealth and uHealth 2025;13:e75909 View
  12. Mina A, Ghadban E, Boutros T, Saade N, Fayad L, Karam M, Breidi S, Elias M, Ghosh M, Khoury L, Naassan N, Khoury R. AI chatbots as ‘pocket doctors’: intimate health support for young women in Lebanon. BMC Public Health 2025;25(1) View