Moustafa Laymouna, Yuanchao Ma, David Lessard, Tibor Schuster, Kim Engler et Bertrand Lebouché
Article de revue (2024)
Document en libre accès chez l'éditeur officiel |
Abstract
Background: Chatbots, or conversational agents, have emerged as significant tools in health care, driven by advancements in artificial intelligence and digital technology. These programs are designed to simulate human conversations, addressing various health care needs. However, no comprehensive synthesis of health care chatbots’ roles, users, benefits, and limitations is available to inform future research and application in the field.
Objective: This review aims to describe health care chatbots’ characteristics, focusing on their diverse roles in the health care pathway, user groups, benefits, and limitations.
Methods: A rapid review of published literature from 2017 to 2023 was performed with a search strategy developed in collaboration with a health sciences librarian and implemented in the MEDLINE and Embase databases. Primary research studies reporting on chatbot roles or benefits in health care were included. Two reviewers dual-screened the search results. Extracted data on chatbot roles, users, benefits, and limitations were subjected to content analysis.
Results: The review categorized chatbot roles into 2 themes: delivery of remote health services, including patient support, care management, education, skills building, and health behavior promotion, and provision of administrative assistance to health care providers. User groups spanned across patients with chronic conditions as well as patients with cancer; individuals focused on lifestyle improvements; and various demographic groups such as women, families, and older adults. Professionals and students in health care also emerged as significant users, alongside groups seeking mental health support, behavioral change, and educational enhancement. The benefits of health care chatbots were also classified into 2 themes: improvement of health care quality and efficiency and cost-effectiveness in health care delivery. The identified limitations encompassed ethical challenges, medicolegal and safety concerns, technical difficulties, user experience issues, and societal and economic impacts.
Conclusions: Health care chatbots offer a wide spectrum of applications, potentially impacting various aspects of health care. While they are promising tools for improving health care efficiency and quality, their integration into the health care system must be approached with consideration of their limitations to ensure optimal, safe, and equitable use.
Mots clés
chatbot; conversational agent; conversational assistant; user-computer interface; digital health; mobile health; electronic health; telehealth; artificial intelligence; AI; health information technology
Sujet(s): |
1900 Génie biomédical > 1900 Génie biomédical 1900 Génie biomédical > 1901 Technologie biomédicale 2800 Intelligence artificielle > 2800 Intelligence artificielle (Vision artificielle, voir 2603) 2800 Intelligence artificielle > 2801 Langage naturel et reconnaissance de la parole 2800 Intelligence artificielle > 2804 Systèmes experts |
---|---|
Département: | Institut de génie biomédical |
Organismes subventionnaires: | NSERC / CRSNG, Québec’s Ministry of Health for researchers in family medicine -- Lettre d’Entente (LE) 250, McGill University - Department of Family Medecine - Graduate Excellence Fellowship, McGill Centre for Viral Diseases - Studenship, Fonds de recherche du Québec–Nature et Technologies, Strategy for Patient-Oriented Research Support Unit of Québec, Fonds de recherche du Québec - Santé |
Numéro de subvention: | 311200 |
URL de PolyPublie: | https://publications.polymtl.ca/58810/ |
Titre de la revue: | Journal of Medical Internet Research (vol. 26) |
Maison d'édition: | JMIR Publications Inc. |
DOI: | 10.2196/56930 |
URL officielle: | https://doi.org/10.2196/56930 |
Date du dépôt: | 21 août 2024 00:09 |
Dernière modification: | 25 sept. 2024 16:51 |
Citer en APA 7: | Laymouna, M., Ma, Y., Lessard, D., Schuster, T., Engler, K., & Lebouché, B. (2024). Roles, users, benefits and limitations of chatbots in health care : rapid review. Journal of Medical Internet Research, 26. https://doi.org/10.2196/56930 |
---|---|
Statistiques
Dimensions