About the Authors

Zixuan Zeng

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Writing – original draft, Writing – review & editing

zengzixuan@gxgy.edu.cn

Affiliation Guangxi Vocational and Technical Institute of Industry, Nanning, Guangxi, China

Yongtao Shen

Roles Data curation, Formal analysis

Affiliation Guangxi Vocational and Technical Institute of Industry, Nanning, Guangxi, China

Jijun Yang

Roles Methodology

Affiliation School of Finance, Guangdong University of Finance and Economics, Guangzhou, Guangdong, China

Thammanoon Hengsadeekul

Roles Project administration, Resources

Affiliation Faculty of Logistics and Digital Supply Chain, Naresuan University, Phitsanulok, Thailand

Competing Interests

The authors have declared that no competing interests exist.