Deceptively Simple yet Profoundly Impactful: Text Messaging Interventions to Support Health.
LLM
SMS
SMS intervention
behavior
behaviors
behaviour
behaviours
chatbot
chatbots
development
diet
effectiveness
impact
intervention
interventions
large language model
large language models
mental health
meta-analysis
mobile phone
narrative review
physical activity
review
substance use
text messaging
weight loss
Journal
Journal of medical Internet research
ISSN: 1438-8871
Titre abrégé: J Med Internet Res
Pays: Canada
ID NLM: 100959882
Informations de publication
Date de publication:
27 Aug 2024
27 Aug 2024
Historique:
received:
22
03
2024
accepted:
15
07
2024
revised:
30
05
2024
medline:
27
8
2024
pubmed:
27
8
2024
entrez:
27
8
2024
Statut:
epublish
Résumé
This paper examines the use of text message (SMS) interventions for health-related behavioral support. It first outlines the historical progress in SMS intervention research publications and the variety of funds from US government agencies. A narrative review follows, highlighting the effectiveness of SMS interventions in key health areas, such as physical activity, diet and weight loss, mental health, and substance use, based on published meta-analyses. It then outlines advantages of text messaging compared to other digital modalities, including the real-time capability to collect information and deliver microdoses of intervention support. Crucial design elements are proposed to optimize effectiveness and longitudinal engagement across communication strategies, psychological foundations, and behavior change tactics. We then discuss advanced functionalities, such as the potential for generative artificial intelligence to improve user interaction. Finally, major challenges to implementation are highlighted, including the absence of a dedicated commercial platform, privacy and security concerns with SMS technology, difficulties integrating SMS interventions with medical informatics systems, and concerns about user engagement. Proposed solutions aim to facilitate the broader application and effectiveness of SMS interventions. Our hope is that these insights can assist researchers and practitioners in using SMS interventions to improve health outcomes and reducing disparities.
Identifiants
pubmed: 39190427
pii: v26i1e58726
doi: 10.2196/58726
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
e58726Informations de copyright
©Brian Suffoletto. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 27.08.2024.