About the Authors

Liurui Deng

Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Visualization, Writing – review & editing

Affiliation College of Business, Hunan Normal University, Changsha, Hunan, China

Xiaoying Hu

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft

Current Address: China School of Banking and Finance, University of International Business and Economics, Beijing, Beijing, China

Affiliation College of Business, Hunan Normal University, Changsha, Hunan, China

Ying Xiao

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

1797635880@qq.com

Affiliation School of Economics and Trade, Hunan Vocational College of Commerce, Changsha, Hunan, China

Competing Interests

The authors have declared that no competing interests exist.