About the Authors

Zihao Li

Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – original draft

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Xuejiao Chen

Roles Funding acquisition

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Wanli Hu

Roles Supervision

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Gefei Li

Roles Data curation

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Xiaoke Zhang

Roles Project administration

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Datian Gao

Roles Investigation

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Haiyun Gao

Roles Validation

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Songhe Shi

Roles Writing – review & editing

ssh@zzu.edu.cn

Affiliation Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People’s Republic of China

Competing Interests

The authors have declared that no competing interests exist.