About the Authors

Noriko Morioka

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

morioka.gh@tmd.ac.jp

Affiliations Department of Gerontological Nursing & Care System Development, Tokyo Medical and Dental University, Tokyo, Japan, Department of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

Jun Tomio

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

Affiliation Department of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

Toshikazu Seto

Roles Methodology, Software, Supervision, Validation, Visualization, Writing – review & editing

Affiliation Center for Spatial Information Science, The University of Tokyo, Tokyo, Japan

Yoshie Yumoto

Roles Methodology, Supervision, Validation, Writing – review & editing

Affiliation Department of Gerontological Nursing & Care System Development, Tokyo Medical and Dental University, Tokyo, Japan

Yasuko Ogata

Roles Methodology, Supervision, Writing – review & editing

Affiliation Department of Gerontological Nursing & Care System Development, Tokyo Medical and Dental University, Tokyo, Japan

Yasuki Kobayashi

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Department of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

Competing Interests

The authors have declared that no competing interests exist.