Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.
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| Title: | Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review. |
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| Authors: | St Laurent CW; Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, USA. cstlaurent@umass.edu., Balbim GM; Department of Physical Therapy, The University of British Columbia, Vancouver, British Columbia, Canada., Brown DMY; School of Health Sciences, Kansas State University, Manhattan, Kansas, USA., Kracht CL; Department of Internal Medicine, Medical Center, University of Kansas, Kansas City, Kansas, USA., Pfledderer CD; The University of Texas Health Science Center Houston, School of Public Health in Austin, Austin, Texas, USA., Groves CI; Department of Psychology, University of Texas at San Antonio, San Antonio, Texas, USA., Holesovsky CD; School of Health Sciences, Kansas State University, Manhattan, Kansas, USA., Randolph GAT; University of South Carolina, Arnold School of Public Health, Columbia, South Carolina, USA., Rodheim K; Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, USA., Burkart S; University of South Carolina, Arnold School of Public Health, Columbia, South Carolina, USA. |
| Source: | The international journal of behavioral nutrition and physical activity [Int J Behav Nutr Phys Act] 2026 Jun 15. Date of Electronic Publication: 2026 Jun 15. |
| Publication Type: | Journal Article; Review |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101217089 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1479-5868 (Electronic) Linking ISSN: 14795868 NLM ISO Abbreviation: Int J Behav Nutr Phys Act Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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