About the Authors

Kun Zhang

Roles Writing – review & editing

Affiliation School of Economics, Zhongnan University of Economics and Law, Wuhan, China

Ji Li

Roles Investigation, Visualization

Affiliation School of Economics and Management, Shihezi University, Shihezi, China

Weigang Ma

Roles Conceptualization, Funding acquisition, Supervision, Validation, Writing – review & editing

Affiliation School of Economics and Management, Shihezi University, Shihezi, China

Xingqi Wang

Roles Data curation, Formal analysis, Methodology, Project administration, Resources, Software, Writing – original draft

xingqiwang1030@163.com

Affiliation School of Economics and Management, Shihezi University, Shihezi, China

Competing Interests

The authors have declared that no competing interests exist.