About the Authors

Hanjin Li

Roles Data curation, Formal analysis, Methodology, Project administration, Resources

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Yang Shi

Roles Formal analysis

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Jianxin Zhang

Roles Software

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Zhenkun Zhang

Roles Supervision

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Zhaosen Zhang

Roles Data curation, Writing – review & editing

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Maogang Gong

Roles Funding acquisition, Investigation, Software

GONGMAOGANG1982@outlook.com

Affiliation College of Economics, Shandong University of Technology, Shandong, China

Competing Interests

The authors have declared that no competing interests exist.