About the Authors

Jian Guan

Contributed equally to this work with: Jian Guan, Xiao-Ping Chen

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Writing – original draft, Writing – review & editing

Affiliation Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai, China

Xiao-Ping Chen

Contributed equally to this work with: Jian Guan, Xiao-Ping Chen

Roles Conceptualization, Project administration, Supervision, Validation, Writing – review & editing

xpchen@uw.edu (X-PC); qinxin@sysu.edu.cn (XQ)

Affiliation Michael G. Foster School of Business, University of Washington, Seattle, Washington, United States of America

Sitong Yu

Roles Data curation, Methodology, Software, Validation, Visualization, Writing – review & editing

Affiliation Nanyang Business School, Nanyang Technological University, Singapore

Xin Qin

Roles Data curation, Funding acquisition, Project administration, Supervision, Writing – review & editing

xpchen@uw.edu (X-PC); qinxin@sysu.edu.cn (XQ)

Affiliation Sun Yat-sen Business School, Sun Yat-sen University, Guangzhou, Guangdong, China

Competing Interests

The authors have declared that no competing interests exist.