About the Authors

Yan Ma

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

Affiliations Post-doctoral Research Station of Applied Economics, Zhongnan University of Economics and Law, Wuhan, China, School of Business Administration, Zhongnan University of Economics and Law, Wuhan, China

Zhe Song

Roles Conceptualization, Data curation, Formal analysis, Software, Supervision, Visualization

Affiliation School of Economics and Business Administration, Chongqing University, Chongqing, China

Shuangqi Li

Roles Investigation, Project administration, Supervision, Validation, Writing – original draft

jiang_tangyang@163.com (TJ); lsqwuhan@163.com (SL)

Affiliation School of Accounting, Chongqing Technology and Business University, Chongqing, China

Tangyang Jiang

Roles Project administration, Resources, Supervision, Validation, Writing – original draft

jiang_tangyang@163.com (TJ); lsqwuhan@163.com (SL)

Affiliation School of Internet, Anhui University, Anhui, China

Competing Interests

NO authors have competing interests.