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

Digital Health Reviews (1724) mHealth for Data Collection and Research (1196) Wearable Devices and Sensors (1133) Physician and Healthcare Worker Burnout (149) Mobile Health (mhealth) (3464) Occupational Health and Ergonomics/Prevention at the Workplace (306) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50253, first published .
Wearable Technologies for Detecting Burnout and Well-Being in Health Care Professionals: Scoping Review

Wearable Technologies for Detecting Burnout and Well-Being in Health Care Professionals: Scoping Review

Wearable Technologies for Detecting Burnout and Well-Being in Health Care Professionals: Scoping Review

Authors of this article:

Milica Barac1 Author Orcid Image ;   Samantha Scaletty1 Author Orcid Image ;   Leslie C Hassett2 Author Orcid Image ;   Ashley Stillwell3 Author Orcid Image ;   Paul E Croarkin4 Author Orcid Image ;   Mohit Chauhan5 Author Orcid Image ;   Sherry Chesak6 Author Orcid Image ;   William V Bobo5 Author Orcid Image ;   Arjun P Athreya1, 4 Author Orcid Image ;   Liselotte N Dyrbye7 Author Orcid Image
Article Authors Cited by (23) Tweetations Metrics

Journals

  1. Wilton A, Saliba C, Marrero‐Polanco J, Sheffield K, Wilkes Q, Anacker M, Croarkin P, Chauhan M, Dyrbye L, Chesak S, Bobo W, Athreya A. Participant‐Centered Engagement for Sustained Adherence to Smartwatches: A 12‐Month Prospective Decentralized Digital Health Study. Clinical and Translational Science 2025;18(2) View
  2. LeBlanc V, Mastoras G, Hicks C, MacGregor P, O'Rielly C, Petrosoniak A, Tavares W. The stressed heart: Validity evidence supporting mobile heart rate variability applications to detect psychological stress in healthcare learners. Medical Education 2025;59(7):729 View
  3. Cotobal Rodeles S, Martín Sánchez F, Martínez-Sellés M. Physician and Medical Student Burnout, a Narrative Literature Review: Challenges, Strategies, and a Call to Action. Journal of Clinical Medicine 2025;14(7):2263 View
  4. Harrell M, Dayal D, Rahaman C, Dekle J, Lister R, Skelton A, Brabston E, Evely T, Casp A, Momaya A. Using Wearable Technology to Evaluate Sleep and Stress for Physicians. Southern Medical Journal 2025;118(4):213 View
  5. Crivelli D, Pellencin E, Perin A, Balconi M. An integrated neurophenomenological framework for naturalistic assessment of work-related stressors in healthcare professionals: a pilot study in neuro-surgery. Frontiers in Psychology 2025;16 View
  6. de Vries H, van der Wal S, Delahaij R, Venrooij W, Kamphuis W. Real-time monitoring of military health and readiness: a perspective on future research. Frontiers in Digital Health 2025;7 View
  7. Anser M, Nabi A, Ahmad I, Abro M, Zaman K. Advancing Mental Health Care: A Comprehensive Review of Digital Tools and Technologies for Enhancing Diagnosis, Treatment, and Wellness. Health Care Science 2025;4(3):163 View
  8. Li R, Pasupulety U, Chang W, Frank A. The Moderating Effect of Atypical Events on the Relationship Between Heart Rate and Stress in Medical Residents Working in an Intensive Care Unit: Longitudinal, Observational Daily Diary Study. JMIR Formative Research 2025;9:e67822 View
  9. Vignati B, Crivelli D. Active role of participants in neuroempowerment training and supportive neurotechnologies: a theoretical-methodological perspective. Frontiers in Psychology 2025;16 View
  10. Dyrbye L, West C, Wilton A, Satele D, Athreya A. Smartwatch Use and Physician Well-Being. JAMA Network Open 2025;8(8):e2527275 View
  11. Švihrová R, Marzorati D, Bechný M, Grossenbacher M, Ilchenko Y, Grossenbacher J, Tzovara A, Faraci F. Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study. Frontiers in Digital Health 2025;7 View
  12. Virgillito D, Catalfo P, Ledda C. Wearables in Healthcare Organizations: Implications for Occupational Health, Organizational Performance, and Economic Outcomes. Healthcare 2025;13(18):2289 View
  13. Umate R, Mohod S. Unveiling the Nexus: A bibliometric review of mental stress detection in students. Multidisciplinary Reviews 2025;9(2):2026061 View
  14. Van Oost C, Masci F, Malisse A, Schyvens A, Peters B, Dirix H, Ross V, Wets G, Neven A, Verbraecken J, Aerts J. Accuracy of Heart Rate Measurement Under Transient States: A Validation Study of Wearables for Real-Life Monitoring. Sensors 2025;25(20):6319 View
  15. Solano-Kamaiko I, Tan M, Yang I, Cheng K, Peramsetty R, Shum M, Escamilla Y, Avgar A, Sterling M, Vashistha A, Dell N. 'This is eye opening:' Raising Awareness of Home Care Workers' Health and Wellbeing via Activity Tracking. Proceedings of the ACM on Human-Computer Interaction 2025;9(7):1 View
  16. Saqib S, Mazhar T, Al-Rasheed A, Tariq M, Khan M, Shahzad T, Khan S, Hamam H. Continuous Well-Being assessment and actionable feedback using explainable regression for Edge-Enabled wearable devices. Egyptian Informatics Journal 2025;32:100805 View
  17. Rana R, Higgins N, Stedman T, March S, Gucciardi D, Barua P, Joshi R. Passive AI Detection of Stress and Burnout Among Frontline Workers. Nursing Reports 2025;15(11):373 View
  18. Shi H, Liu J, Yang C, Shang J, Zeng Y. Machine learning for predicting burnout among healthcare workers: a systematic review and meta-analysis. Contemporary Nurse 2025:1 View

Books/Policy Documents

  1. Celoch K, Bigliassi M. Sport and Exercise Psychophysiology. View
  2. Gunn V, Eappen P, Brar H, Brulin E, Muntaner C. Remote Monitoring and Wearable Devices in Healthcare. View
  3. Zikos D, Hodgkins K. Remote Monitoring and Wearable Devices in Healthcare. View

Conference Proceedings

  1. Zahorska D, Yanushkevich S, Nastenko I. 2025 International Joint Conference on Neural Networks (IJCNN). Designing Stress Response Analyzer using Composite Cardiovascular Biomarkers View
  2. Marzorati D, Rossi A, Švihrová R, Grossenbacher M, Faraci F. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Burnout Risk Prediction through Wearable Devices: An Initial Assessment View