About the Authors

Shikun Chen

Roles Conceptualization, Methodology, Visualization, Writing – original draft, Writing – review & editing

chenshikun@nbufe.edu.cn (SC), zbh@xaufe.edu.cn (ZH)

Affiliation College of Finance and Information, Ningbo University of Finance & Economics, Ningbo, China

Zebin Huang

Roles Funding acquisition, Writing – review & editing

chenshikun@nbufe.edu.cn (SC), zbh@xaufe.edu.cn (ZH)

Affiliations School of Management, Xi’an University of Finance & Economics, Xi’an, China, Engineering Research Center of Highway Infrastructure Digitalization, Ministry of Education of PRC, Xi’an, China

Wenlong Zheng

Roles Validation, Writing – review & editing

Affiliation College of Finance and Information, Ningbo University of Finance & Economics, Ningbo, China

Competing Interests

The authors declare that they have no competing interests.