Public acceptance of using artificial intelligence-assisted weight management apps in high-income southeast Asian adults with overweight and obesity: a cross-sectional study.
UTAUT
acceptability
artificial intelligence
behavior
implementation
obesity
perception
weight management
Journal
Frontiers in nutrition
ISSN: 2296-861X
Titre abrégé: Front Nutr
Pays: Switzerland
ID NLM: 101642264
Informations de publication
Date de publication:
2024
2024
Historique:
received:
01
09
2023
accepted:
19
01
2024
medline:
22
2
2024
pubmed:
22
2
2024
entrez:
22
2
2024
Statut:
epublish
Résumé
With in increase in interest to incorporate artificial intelligence (AI) into weight management programs, we aimed to examine user perceptions of AI-based mobile apps for weight management in adults with overweight and obesity. 280 participants were recruited between May and November 2022. Participants completed a questionnaire on sociodemographic profiles, Unified Theory of Acceptance and Use of Technology 2 (UTAUT2), and Self-Regulation of Eating Behavior Questionnaire. Structural equation modeling was performed using R. Model fit was tested using maximum-likelihood generalized unweighted least squares. Associations between influencing factors were analyzed using correlation and linear regression. 271 participant responses were analyzed, representing participants with a mean age of 31.56 ± 10.75 years, median (interquartile range) BMI, and waist circumference of 27.2 kg/m UTAUT2 model is recommended to guide the development of AI-assisted weight management apps among people with overweight and obesity.
Identifiants
pubmed: 38385011
doi: 10.3389/fnut.2024.1287156
pmc: PMC10879329
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1287156Informations de copyright
Copyright © 2024 Chew, Achananuparp, Dalakoti, Chew, Chin, Gao, So, Shabbir, Peng and Ngiam.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.