About the Authors

Xiuhai Li

Roles Investigation, Methodology, Writing – original draft

Affiliation School of Business, Shandong Yingcai University, Shandong Ji'nan, China

Tao Yang

Roles Conceptualization

Affiliation School of Business, Shandong Yingcai University, Shandong Ji'nan, China

Jian Liu

Roles Data curation

Affiliation School of Business, Shandong Yingcai University, Shandong Ji'nan, China

Xiaoqing Qin

Roles Formal analysis

Affiliation School of Business, Shandong Yingcai University, Shandong Ji'nan, China

Shaowei Yu

Roles Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

swyu2016@chd.edu.cn

Affiliation The Joint Laboratory for Internet of Vehicles, Ministry of Education-China Mobile Communications Corporation, Chang'an University, Shaanxi Xi'an, China

Competing Interests

The authors have declared that no competing interests exist.