About the Authors

Chuyi Wang

Roles Data curation, Formal analysis, Software, Validation, Visualization, Writing – original draft

Affiliation Department of Economics and Management, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China

Jitao Guo

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Department of Economics and Management, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China

Wei Xu

Roles Conceptualization, Methodology, Resources, Supervision

z2013245@sdaeu.edu.cn

Affiliation School of Economics and Management, Shandong Agriculture And Engineering University, Jinan, China

Shanyong Qin

Roles Formal analysis, Funding acquisition, Project administration

Affiliation Shandong Women’s University, Jinan, China

Competing Interests

The authors have declared that nocompeting interests exist.