About the Authors

Zhenglong Jia

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

jiazhenglong@asu.edu (ZJ); chenyihan@hainanu.edu.cn (YC)

Affiliations Hainan University-Arizona State University Joint International Tourism College, Hainan University, Haikou, Hainan, China, School of Public Affairs, Arizona State University, Phoenix, AZ, United States of America, Institute of Science of Science, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong, China

Yuancheng Wang

Contributed equally to this work with: Yuancheng Wang, Yuxiang Chen

Roles Data curation, Formal analysis, Investigation, Project administration, Resources, Software, Validation, Visualization, Writing – review & editing

Affiliations Hainan University-Arizona State University Joint International Tourism College, Hainan University, Haikou, Hainan, China, School of Public Affairs, Arizona State University, Phoenix, AZ, United States of America

Yuxiang Chen

Contributed equally to this work with: Yuancheng Wang, Yuxiang Chen

Roles Formal analysis, Funding acquisition, Resources, Supervision, Writing – review & editing

Affiliations Hainan University-Arizona State University Joint International Tourism College, Hainan University, Haikou, Hainan, China, School of Public Affairs, Arizona State University, Phoenix, AZ, United States of America

Yihan Chen

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft

jiazhenglong@asu.edu (ZJ); chenyihan@hainanu.edu.cn (YC)

Affiliation School of Management, Haikou, Hainan, China

Competing Interests

The authors have declared that no competing interests exist.