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
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

e58726

Informations de copyright

©Brian Suffoletto. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 27.08.2024.

Auteurs

Brian Suffoletto (B)

Department of Emergency Medicine, Stanford University, Palo Alto, CA, United States.

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