Accessibility settings

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

Wearables and MHealth Reviews (323) Digital Health Reviews (1821) Wearable Devices and Sensors (1210) Mobile Health (mhealth) (3645) mHealth for Data Collection and Research (1259)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64144, first published .
Examining the Use of Consumer Wearable Devices and Digital Tools for Stress Measurement in College Students: Scoping Review of Methods

Examining the Use of Consumer Wearable Devices and Digital Tools for Stress Measurement in College Students: Scoping Review of Methods

Examining the Use of Consumer Wearable Devices and Digital Tools for Stress Measurement in College Students: Scoping Review of Methods

Authors of this article:

Aarti Sathyanarayana1, 2 Author Orcid Image ;   Ohida Binte Amin1, 2 Author Orcid Image ;   Jennie An1, 2 Author Orcid Image ;   Jukka Pekka Onnela3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Aarti Sathyanarayana   1, 2 * , PhD ;   Ohida Binte Amin   1, 2 * , BSc ;   Jennie An   1, 2 , MS ;   Jukka Pekka Onnela   3 , PhD

1 Bouve College of Health Sciences, Northeastern University, Boston, MA, United States

2 Khoury College of Computer Science, Northeastern University, Boston, MA, United States

3 Department of Biostatistics, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, United States

*these authors contributed equally

Corresponding Author:

  • Aarti Sathyanarayana, PhD
  • Bouve College of Health Sciences
  • Northeastern University
  • 360 Huntington Avenue
  • Boston, MA 02115
  • United States
  • Email: a.sathyanarayana@northeastern.edu