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

Reviews in Digital Mental Health (289) Anxiety and Stress Disorders (1330) Fitness Trackers and Smart Pedometers/Accelerometers (665) Wearable Devices and Sensors (1133) Web-based and Mobile Health Interventions (4018) mHealth for Wellness, Behavior Change and Prevention (3315) Digital Biomarkers and Digital Phenotyping (284)

Published on in Vol 10 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42611, first published .
The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review

The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review

The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review

Authors of this article:

Rosie Dobson1, 2 Author Orcid Image ;   Linwei Lily Li3 Author Orcid Image ;   Katie Garner1 Author Orcid Image ;   Taria Tane3 Author Orcid Image ;   Judith McCool3 Author Orcid Image ;   Robyn Whittaker1, 2 Author Orcid Image
Article Authors Cited by (13) Tweetations (3) Metrics

Journals

  1. Lagera P, Chan S, Yellowlees P. Asynchronous Technologies in Mental Health Care and Education. Current Treatment Options in Psychiatry 2023;10(2):59 View
  2. Dobson R, Stowell M, Warren J, Tane T, Ni L, Gu Y, McCool J, Whittaker R. Use of Consumer Wearables in Health Research: Issues and Considerations. Journal of Medical Internet Research 2023;25:e52444 View
  3. Chato L, Regentova E. Survey of Transfer Learning Approaches in the Machine Learning of Digital Health Sensing Data. Journal of Personalized Medicine 2023;13(12):1703 View
  4. Dobson R, Stowell M, Tane T, Gardiner C, McCool J, Ni L, Whittaker R. Tackling anxiety through innovation: Development and pilot study of an in-the-moment messaging intervention for young adults. DIGITAL HEALTH 2024;10 View
  5. Khalaf M. THE DEVELOPMENT OF COVID-19 BRIEF ANXIETY SCALE IN OMAN. The Indonesian Journal of Public Health 2024;19(1):28 View
  6. Schwerdtfeger A, Tatschl J, Rominger C. Effectiveness of 2 Just-in-Time Adaptive Interventions for Reducing Stress and Stabilizing Cardiac Autonomic Function: Microrandomized Trials. Journal of Medical Internet Research 2025;27:e69582 View
  7. Dechant M, Lash E, Shokr S, O'Driscoll C. Future Me, a Prospection-Based Chatbot to Promote Mental Well-Being in Youth: Two Exploratory User Experience Studies. JMIR Formative Research 2025;9:e74411 View
  8. Timmons A, Tutul A, Avramidis K, Duong J, Carta K, Walters S, Jumonville G, Carrasco A, Freitag G, Romero D, Ahle M, Comer J, Narayanan S, Khurd I, Chaspari T. Developing personalized algorithms for sensing mental health symptoms in daily life. npj Mental Health Research 2025;4(1) View
  9. Chen X, Chen L, Song D, Wang Y, Ryoo J. Digital mental health for young people: sustainably managing stress and anxiety. Mental Health and Digital Technologies 2025;2(3):157 View

Books/Policy Documents

  1. Sun X, Aung A. Proceedings of the 9th IRC Conference on Science, Engineering, and Technology. View

Conference Proceedings

  1. Amani S, Morganti D, Shryock K, White L. 2024 ASEE Annual Conference & Exposition Proceedings. Sensor-based Measurement of Physiological Response to Test Anxiety View
  2. Warren J, Ni L, Fry B, Stowell M, Gardiner C, Whittaker R, Tane T, Dobson R. 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Predicting Heart Rate Variability from Heart Rate and Step Count for University Student Weekdays View
  3. Larrazabal M, Wang Z, Rucker M, Toner E, Boukhechba M, Teachman B, Barnes L. 2025 IEEE International Conference on Smart Computing (SMARTCOMP). Understanding State Social Anxiety in Virtual Social Interactions Using Multimodal Wearable Sensing Indicators View