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Viewpoints and Perspectives (1324) E-Health Policy and Health Systems Innovation (502) Participatory Medicine & E-Patients (975) Theoretical Frameworks and Concepts (499) Methods and Instruments in Medical Informatics (387) Equity and Digital Divide (495) Artificial Intelligence (4443)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60138, first published .
Scales of justice balance healthcare, symbolizing health equity and access for all.

Designing Health Recommender Systems to Promote Health Equity: A Socioecological Perspective

Designing Health Recommender Systems to Promote Health Equity: A Socioecological Perspective

Authors of this article:

Caroline A Figueroa1, 2 Author Orcid Image ;   Helma Torkamaan1 Author Orcid Image ;   Ananya Bhattacharjee3 Author Orcid Image ;   Hanna Hauptmann4 Author Orcid Image ;   Kathleen W Guan1 Author Orcid Image ;   Gayane Sedrakyan5 Author Orcid Image
Article Authors Cited by (4) Tweetations (1) Metrics

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  1. Chaix A, Lapeyre L, Vourc’h A, Spaak M, Bagnol B, Denisot M, Gourjon G. Accessibility to osteopathy for the deaf population: a mixed-methods study to inform osteopathic care. European Journal of Integrative Medicine 2026;84:102649 View
  2. Mai A, Luan Y, Loy S, Qin C, Ji H, Obeng A, Oladuti M, Ejima K, Mok K, Kaur S, Huo C, Yang J, Ou Y, Khandpekar O, Yu X, Duah A, Ansu-Baidoo V, Bidulescu A, Abdalla M, Zoh R, Tekwe C. Reducing bias and enhancing equity in AI-enabled precision nutrition: addressing measurement error across wearables, multiomics, and dietary data. Frontiers in Digital Health 2026;8 View
  3. EL MIAYAR O, Berrado A. Why health recommender systems struggle to reach clinical practice: A lifecycle-oriented systematic review. iScience 2026;29(6):116220 View

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  1. Hadar E, Hadar I, Levy M, Zlotnik S. 2025 IEEE 33rd International Requirements Engineering Conference Workshops (REW). A Requirements Approach for Ecological Health Agentic AI: The Case of Digital Mentor for Occupational Therapists View