About the Authors

Kyohei Shibuya

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

shibuya.kyohei.gm@u.tsukuba.ac.jp

Affiliations Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, Graduate School of Comprehensive Human Sciences, Doctoral Program in Public Health, University of Tsukuba, Tsukuba, Ibaraki, Japan

Yujiro Asano

Roles Conceptualization, Data curation, Methodology, Writing – original draft, Writing – review & editing

Affiliations Doctoral Program in Physical Education, Health and Sport Science, Graduate School of Comprehensive Human Sciences, Degree Programs in Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, Department of Physical Activity Research, National Institutes of Biomedical Innovation, Health and Nutrition, Settsu, Osaka, Japan, Department of Frailty Research, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan

Koki Nagata

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

Affiliations Department of Epidemiology and Prevention, Center for Clinical Sciences, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan, R&D Center for Tailor-Made QOL, University of Tsukuba, Tsukuba, Ibaraki, Japan

Taishi Tsuji

Roles Methodology, Writing – original draft, Writing – review & editing

Affiliation Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan

Kotaro Kawajiri

Roles Data curation, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliations AIZOTH Inc., Tsukuba, Ibaraki, Japan, Department of Complex Systems Science, Graduate School of Informatics, Nagoya University, Nagoya, Aichi, Japan

Tomohiro Okura

Roles Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliations Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, R&D Center for Tailor-Made QOL, University of Tsukuba, Tsukuba, Ibaraki, Japan, International Institute for Integrative Sleep Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan

Competing Interests

The authors have declared that no competing interests exist.