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

Wearables and MHealth Reviews (680) mHealth for Data Collection and Research (1730) Usability of Apps and User Perceptions of mHealth (1800) Wearable Devices and Sensors (1588) Digital Biomarkers and Digital Phenotyping (442) Validity, Reliability, and Bias (140)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87324, first published .
Woman with dreadlocks checking her smartwatch outdoors in winter

The Representation of Different Populations in Studies Assessing the Validity of Consumer Wearable Photoplethysmography-Based Measurements: Scoping Review

The Representation of Different Populations in Studies Assessing the Validity of Consumer Wearable Photoplethysmography-Based Measurements: Scoping Review

Authors of this article:

Rebecca M Schipper1 Author Orcid Image ;   Fatime Oumar Djibrillah2, 3 Author Orcid Image ;   Meyke Roosink3, 4 Author Orcid Image ;   Laura Winkens5 Author Orcid Image ;   Arlene John2, 3 Author Orcid Image ;   Eric Hazebroek1, 6 Author Orcid Image ;   Annemieke Witteveen2, 3 Author Orcid Image ;   Agnes A M Berendsen1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Rebecca M Schipper   1 , MSc ;   Fatime Oumar Djibrillah   2, 3 , MSc ;   Meyke Roosink   3, 4 , PhD ;   Laura Winkens   5 , PhD ;   Arlene John   2, 3 , PhD ;   Eric Hazebroek   1, 6 , PhD ;   Annemieke Witteveen   2, 3 , PhD ;   Agnes A M Berendsen   1 , PhD

1 Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands

2 Department of Biomedical Signals and Systems, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, The Netherlands

3 TechMed Institute, University of Twente, Enschede, The Netherlands

4 Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands

5 Consumption and Healthy Lifestyles Group, Wageningen University & Research, Wageningen, The Netherlands

6 Vitalys Obesity Clinic, Rijnstate Hospital, Elst, The Netherlands

Corresponding Author:

  • Rebecca M Schipper, MSc
  • Division of Human Nutrition and Health
  • Wageningen University & Research
  • P.O. Box 17
  • Wageningen 6700 AA
  • The Netherlands
  • Phone: 31 655026289
  • Email: rebecca.schipper@wur.nl