About the Authors

Haoran Zhao

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

Affiliation School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China

Changfeng Wang

Roles Conceptualization, Funding acquisition, Project administration, Supervision

wangcf@bupt.edu.cn

Affiliation School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China

Qiushuang Zheng

Roles Validation, Writing – original draft

Affiliation School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China

Xuefeng Xia

Roles Project administration, Supervision

Affiliation School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China

Yanmin Ouyang

Roles Writing – review & editing

Affiliations China National Health Development Research Center, Beijing, China, School of Economics, Peking University, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.