About the Authors

Qi Li

Roles Conceptualization, Funding acquisition, Supervision

Affiliation School of Finance, Chongqing Technology and Business University, Chongqing, China

Jiaojiao Wang

Roles Writing – original draft

Affiliation School of Finance, Chongqing Technology and Business University, Chongqing, China

Guohua Cao

Roles Investigation, Project administration, Supervision

caoguohua@cqu.edu.cn (GC); zhangjing215@cqu.edu.cn (JZ)

Affiliation School of Economics and Administration Business, Chongqing University, Chongqing, China

Jing Zhang

Roles Methodology, Writing – review & editing

caoguohua@cqu.edu.cn (GC); zhangjing215@cqu.edu.cn (JZ)

Affiliation School of Economics and Administration Business, Chongqing University, Chongqing, China

Competing Interests

The authors have declared that no competing interests exist.