About the Authors

Guoge Yang

Roles Formal analysis, Methodology, Software, Validation

Affiliations Xinjiang Innovation Management Research Center, Xinjiang University, Urumqi, China, Department of Economics, Monash University, Melbourne, Australia

Feng Deng

Roles Conceptualization, Funding acquisition, Project administration, Supervision

dengfeng@xju.edu.cn (FD); wangfengyi9898@163.com (FW); zhangfengyu@chinamobile.com (FZ)

Affiliation Xinjiang Innovation Management Research Center, Xinjiang University, Urumqi, China

Fengyi Wang

Roles Investigation, Software, Validation

dengfeng@xju.edu.cn (FD); wangfengyi9898@163.com (FW); zhangfengyu@chinamobile.com (FZ)

Affiliation School of Economics, Xinjiang University of Science and Technology, Kuerle, China

Zhenyu Mao

Roles Investigation, Supervision, Validation, Visualization, Writing – review & editing

Affiliation Xinjiang Innovation Management Research Center, Xinjiang University, Urumqi, China

Xingsheng Wu

Roles Validation, Writing – review & editing

Affiliation Xinjiang Innovation Management Research Center, Xinjiang University, Urumqi, China

Fengyu Zhang

Roles Data curation, Formal analysis, Funding acquisition, Resources

dengfeng@xju.edu.cn (FD); wangfengyi9898@163.com (FW); zhangfengyu@chinamobile.com (FZ)

Affiliation Department of User and Market Research, China Mobile Research Institute, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.