About the Authors

Ruying Chen

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

chenruying@lyu.edu.cn

Affiliation School of Business, Linyi University, Linyi, Shandong, China

Danyu Liu

Roles Writing – original draft

Affiliation School of Digital Economy and Management, Guangxi University of Foreign Languages, Nanning, Guangxi, China

Lanyu Wu

Roles Data curation, Project administration

Affiliation School of Business, Linyi University, Linyi, Shandong, China

Donghua Yu

Roles Writing – review & editing

Affiliation School of Economics, Shandong University, Ji’nan, Shandong, China

Competing Interests

The authors have declared that no competing interests exist.