About the Authors

Lei Ren

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation School of Digital Economics and Management, Wuxi University, Wuxi, China

Yan Liu

Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft

Affiliation School of Business, Jiangnan University, Wuxi, China

Abdul Waheed Siyal

Roles Conceptualization, Project administration, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

abdulwaheedsiyal@cwxu.edu.cn

Affiliation School of Digital Economics and Management, Wuxi University, Wuxi, China

Xiaobin Zhang

Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation School of Business Administration, Henan University of Economics and Law, Zhengzhou, China

Tianxing Pu

Roles Investigation, Methodology, Writing – original draft

Affiliation School of Digital Economics and Management, Wuxi University, Wuxi, China

Competing Interests

The authors have declared that no competing interests exist.