About the Authors

Muhammad Farhan Bashir

Roles Formal analysis, Investigation, Writing – original draft

Affiliation Business School, Central South University, Changsha, Hunan, P. R. China

Benjiang MA

Roles Data curation, Formal analysis

Affiliation Business School, Central South University, Changsha, Hunan, P. R. China

Muhammad Shahbaz

Roles Conceptualization, Methodology, Supervision, Validation

Affiliation School of Management and Economics, Beijing Institute of Technology, Beijing, P. R. China

Zhilun Jiao

Roles Formal analysis, Project administration, Writing – original draft

zjiao@nankai.edu.cn

Affiliation College of Economic and Social Development, Nankai University, Tianjin, P. R. China

Competing Interests

The authors have declared that no competing interests exist.