Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.

St Laurent CW, Balbim GM, Brown DMY, Kracht CL, Pfledderer CD, Groves CI, Holesovsky CD, Randolph GAT, Rodheim K, Burkart S

Open source

DOI: 10.1186/s12966-026-01935-8
Published: 2026 Jun 15
Container: The international journal of behavioral nutrition and physical activity
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1186/s12966-026-01935-8,
  title = {Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.},
  author = {St Laurent CW and Balbim GM and Brown DMY and Kracht CL and Pfledderer CD and Groves CI and Holesovsky CD and Randolph GAT and Rodheim K and Burkart S},
  year = {2026},
  journal = {The international journal of behavioral nutrition and physical activity},
  doi = {10.1186/s12966-026-01935-8},
  url = {https://doi.org/10.1186/s12966-026-01935-8}
}

RIS

TY  - JOUR
TI  - Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.
AU  - St Laurent CW
AU  - Balbim GM
AU  - Brown DMY
AU  - Kracht CL
AU  - Pfledderer CD
AU  - Groves CI
AU  - Holesovsky CD
AU  - Randolph GAT
AU  - Rodheim K
AU  - Burkart S
PY  - 2026
JO  - The international journal of behavioral nutrition and physical activity
DO  - 10.1186/s12966-026-01935-8
UR  - https://doi.org/10.1186/s12966-026-01935-8
ER  -

APA

CW, S. L., GM, B., DMY, B., CL, K., CD, P., CI, G., CD, H., GAT, R., K, R., & S, B. (2026). Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.. The international journal of behavioral nutrition and physical activity. https://doi.org/10.1186/s12966-026-01935-8

Source records

pubmed · retrieved 2026-09-26T13:52:43.320Z
europe-pmc · retrieved 2026-09-26T13:52:43.311Z
doaj · retrieved 2026-09-26T13:52:43.293Z