About the Authors

Wenjing Zhao

Contributed equally to this work with: Wenjing Zhao, Peng Hu

Roles Formal analysis, Funding acquisition, Investigation, Writing – original draft

Affiliations School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China, Department of Public Health, Faculty of Medicine, Hokkaido University, Sapporo, Japan

Peng Hu

Contributed equally to this work with: Wenjing Zhao, Peng Hu

Roles Data curation, Formal analysis, Investigation, Writing – original draft

Affiliations Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China

Weidi Sun

Roles Investigation

Affiliation School of Public Health and Women’s Hospital, Zhejiang University School of Medicine, Hangzhou, China

Weidong Wu

Roles Writing – review & editing

Affiliation School of Public Health, Xinxiang Medical University, Xinxiang, China

Jinhua Zhang

Roles Writing – review & editing

Affiliation School of Nursing, Xinxiang Medical University, Xinxiang, China

Hai Deng

Roles Writing – review & editing

Affiliation Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Science, Guangzhou, China

Jun Huang

Roles Writing – review & editing

Affiliation Department of Geriatrics, Institute of Geriatrics, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Science, Guangzhou, China

Shigekazu Ukawa

Roles Writing – review & editing

Affiliation Research Unit of Advanced Interdisciplinary Care Science, Graduate School of Human Life Science, Osaka City University, Osaka, Japan

Jiahai Lu

Roles Writing – review & editing

Affiliation Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China

Akiko Tamakoshi

Roles Conceptualization, Writing – review & editing

xdliu.cn@hotmail.com (XL); tamaa@med.hokudai.ac.jp (AT)

Affiliation Department of Public Health, Faculty of Medicine, Hokkaido University, Sapporo, Japan

Xudong Liu

Roles Conceptualization, Data curation, Writing – review & editing

xdliu.cn@hotmail.com (XL); tamaa@med.hokudai.ac.jp (AT)

Affiliation School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China

Competing Interests

The authors have declared that no competing interests exist.