About the Authors

Xiangmei Zhu

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

Affiliation School of Economics and Management, North University of China, Taiyuan, Shanxi, China

Bin Zhang

Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing

1158597163@qq.com

Affiliation School of Economics and Management, North University of China, Taiyuan, Shanxi, China

Hui Yuan

Roles Data curation, Formal analysis, Supervision

Affiliation School of Economics and Management, North University of China, Taiyuan, Shanxi, China

Competing Interests

The authors have declared that no competing interests exist.