About the Authors

Nina Zhu

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

Affiliation The Center for Modern Chinese City Studies & Institute of Urban Development, East China Normal University, Shanghai, China

Ya Luo

Roles Methodology, Software

Affiliation School of Foreign Language, Chengdu College of Arts and Sciences, Chengdu, Sichuan, China

Feng Luo

Roles Formal analysis

Affiliation China Institute, Fudan University, Shanghai, China

Xue Li

Roles Validation

lixue@lixin.edu.cn (XL); gzeng@re.ecnu.edu.cn (GZ)

Affiliation School of International Economics and Trade, Shanghai Lixin University of Accounting and Finance, Shanghai, China

Gang Zeng

Roles Validation, Writing – review & editing

lixue@lixin.edu.cn (XL); gzeng@re.ecnu.edu.cn (GZ)

Affiliation The Center for Modern Chinese City Studies & Institute of Urban Development, East China Normal University, Shanghai, China

Competing Interests

The authors have declared that no competing interests exist.