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Using Artificial Intelligence to Support Adoption and Adherence to Lifestyle Behaviors
Aliye B Cepni1, Cynthia Y Yoon2,3, Craig A Johnston1
1Department of Health and Human Performance, University of Houston, Houston, TX, USA (ABC).
American Journal of Lifestyle Medicine
|July 20, 2026
Summary
Hyper-personalized lifestyle medicine using artificial intelligence (AI) can improve school health programs. AI enhances personalized interventions for better long-term behavior change in children and adolescents.
Area of Science:
- Public Health
- Digital Health
- Behavioral Science
Background:
- School-based health promotion programs aim to improve children's lifestyle behaviors but face challenges with effectiveness and long-term adherence.
- Traditional one-size-fits-all approaches fail to address individual differences in biological, behavioral, environmental, and social contexts.
- Hyper-personalized lifestyle medicine, powered by artificial intelligence (AI), presents a novel solution for tailored health interventions.
Purpose of the Study:
- To explore the potential of AI-driven hyper-personalized lifestyle medicine in enhancing school-based health promotion.
- To discuss how AI technologies can improve the personalization, scalability, and sustainability of health interventions.
- To identify challenges and propose collaborative models for implementing AI in community health settings.
Main Methods:
- This perspective discusses the application of AI technologies such as predictive analytics, wearable devices, mobile health apps, and conversational agents.
- It reviews the integration of multidimensional health data for individualized prevention and intervention strategies.
- The discussion includes practical implementation challenges and collaborative models for community-based programs.
Main Results:
- AI-driven technologies can significantly enhance the personalization of health interventions by analyzing multidimensional data.
- These technologies offer scalable solutions for delivering individualized prevention and intervention strategies.
- AI has the potential to improve engagement, adoption, and adherence in health promotion programs.
Conclusions:
- Hyper-personalized lifestyle medicine enabled by AI offers a promising framework for overcoming limitations in current school-based health promotion.
- AI technologies can make health interventions more effective, scalable, and sustainable.
- Collaborative models involving schools, researchers, healthcare professionals, and participants are crucial for successful implementation.
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