About the Authors

Chunlan Lv

Roles Writing – original draft

Affiliations School of Economics and Management, Yibin University, Yibin, P. R. China, Collaborative Innovation Center for Shipping and Logistics in the Upper Reaches of the Yangtze River, Yibin, P. R. China

Guiwu Wei

Roles Conceptualization

Affiliation School of Business, Sichuan Normal University, Chengdu, P. R. China

Qing Feng

Roles Funding acquisition, Investigation

Affiliation School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, P. R. China

Yanli Chen

Roles Data curation, Software

chenyanli@yibinu.edu.cn (YC); hqian@cdut.edu.cn (QH)

Affiliations School of Economics and Management, Yibin University, Yibin, P. R. China, Collaborative Innovation Center for Shipping and Logistics in the Upper Reaches of the Yangtze River, Yibin, P. R. China

Qian Huang

Roles Writing – review & editing

chenyanli@yibinu.edu.cn (YC); hqian@cdut.edu.cn (QH)

Affiliation College of Management Science, Chengdu University of Technology, Chengdu, P. R. China

Competing Interests

The authors have declared that no competing interests exist.