Association between psychological stress and REM/NREM sleep among urban white-collar workers: A multilevel analysis using ecological momentary assessment and Fitbit data.

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Title: Association between psychological stress and REM/NREM sleep among urban white-collar workers: A multilevel analysis using ecological momentary assessment and Fitbit data.
Authors: Yoshida K; Precision Health, Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.; Graduate School of Health Innovation, Kanagawa University of Human Services, Kawasaki-Shi, Japan.; Kanagawa Psychiatric Center, Yokohama, Japan., Svensson T; Precision Health, Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.; Graduate School of Health Innovation, Kanagawa University of Human Services, Kawasaki-Shi, Japan.; Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden., Chung UI; Precision Health, Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.; Graduate School of Health Innovation, Kanagawa University of Human Services, Kawasaki-Shi, Japan.; Clinical Biotechnology, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan., Svensson AK; Precision Health, Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.; Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden.; Department of Diabetes and Metabolic Diseases, The University of Tokyo Hospital, The University of Tokyo, Tokyo, Japan.
Source: Chronobiology international [Chronobiol Int] 2026 Jun; Vol. 43 (6), pp. 763-774. Date of Electronic Publication: 2026 Feb 24.
Publication Type: Journal Article; Randomized Controlled Trial
Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8501362 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-6073 (Electronic) Linking ISSN: 07420528 NLM ISO Abbreviation: Chronobiol Int Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1525-6073
DOI:10.1080/07420528.2026.2632226