About the Authors

Huiji Xu

Roles Conceptualization, Formal analysis, Funding acquisition, Resources, Writing – review & editing

Affiliation Business School, Shandong Xiehe University, Jinan, China

Senqiang Wang

Roles Conceptualization, Data curation, Software, Writing – original draft, Writing – review & editing

wangsenqiang97@126.com (SW); wsjp1109@163.com (JW)

Affiliation Business School, Shandong University of Technology, Zibo, China

Jianping Wang

Roles Funding acquisition, Supervision

wangsenqiang97@126.com (SW); wsjp1109@163.com (JW)

Affiliation School of Economics and Management, North China Institute of Science and Technology, Langfang, China

Xiuyu Liu

Roles Software, Validation, Visualization

Affiliation Business School, Shandong University of Technology, Zibo, China

Kaoxun Chi

Roles Funding acquisition, Methodology, Resources

Affiliation Business School, Shandong University of Technology, Zibo, China

Competing Interests

The authors declare no conflict of interest.