Accessibility settings

This paper is in the following e-collection/theme issue:

Digital Health Reviews (3719) Reviews (303) mHealth for Data Collection and Research (1744) Wearable Devices and Sensors (1608) Digital Biomarkers and Digital Phenotyping (452)

Published on in Vol 28 (2026)

This is a member publication of University College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/73812, first published .
Woman checks her smartwatch displaying 10:23 on a park path

Association Between Digital Biomarkers of Health and Anxiety: Systematic Review and Meta-Analysis

Association Between Digital Biomarkers of Health and Anxiety: Systematic Review and Meta-Analysis

Authors of this article:

Yolanda Lau1 Author Orcid Image ;   Natalia Chemas2 Author Orcid Image ;   Heema Ajeet Gokani1 Author Orcid Image ;   Rachel Morrell1 Author Orcid Image ;   Harisd Phannarus1, 3 Author Orcid Image ;   Claudia Cooper4 Author Orcid Image ;   Zuzana Walker1, 5 Author Orcid Image ;   Harriet Demnitz-King1, 4 Author Orcid Image ;   Natalie L Marchant1 Author Orcid Image
Article Authors Cited by (2) Tweetations (4) Metrics

Journals

  1. Durmus S. Techno-Hypochondria: A Concept Analysis of Wearable Technology-Induced Health Anxiety Among Healthcare Professionals—Implications for Nursing Management. Healthcare 2026;14(13):1971 View
  2. Park K, Park E, Park W, Jeon E. From Reactive to Proactive Healthcare: Synergizing Wearable Biomarkers and Machine Learning in Digital Therapeutics. Bioengineering 2026;13(9):977 View