Who is missing?: A scoping review on the representation of different populations in studies assessing the validity of consumer wearable PPG-based measurements

Rebecca Schipper; Oumar Djibrillah Fatime; Meyke Roosink; Laura Winkens; Arlene John; Eric Hazebroek; Annemieke Witteveen; Agnes Berendsen

doi:10.2196/preprints.87324

Who is missing? A scoping review on the representation of different populations in studies assessing the validity of consumer wearable PPG-based measurements

Rebecca Schipper
, Oumar Djibrillah Fatime
, Meyke Roosink
, Laura Winkens
, Arlene John
, Eric Hazebroek
, Annemieke Witteveen
, Agnes Berendsen

Research output: Working paper › Preprint › Academic

11 Downloads (Pure)

Original language	English
Publisher	JMIR Publications
DOIs	https://doi.org/10.2196/preprints.87324
Publication status	Published - 7 Nov 2025

Keywords

validation
consumer wearables
representation
monitoring
scoping review

Access to Document

10.2196/preprints.87324

preprint-87324-submittedFinal published version, 971 KB

1 Article

Who is missing? A scoping review on the representation of different populations in studies assessing the validity of consumer wearable PPG-based measurements
Schipper, R., Fatime, O. D., Roosink, M., Winkens, L., John, A., Hazebroek, E., Witteveen, A. & Berendsen, A., 12 Jun 2026, (Accepted/In press) In: JMIR mHealth and uHealth.
Research output: Contribution to journal › Article › Academic › peer-review

Cite this

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