About the Authors

Lisha Zhang

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

Affiliation School of Marxism, Hubei Communications Technical College, Wuhan, Hubei, People’s Republic of China

Mingyang Yue

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

yuemingyang93@163.com

Affiliation Department of Economics, Jiangsu Administration Institute, Nanjing, Jiangsu, People’s Republic of China

Shasha Du

Roles Data curation, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

Affiliation School of Social and Public Administration, Lingnan Normal University, Zhanjiang, People’s Republic of China

Rong Zheng

Roles Methodology, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, Jiangsu Administration Institute, Nanjing, Jiangsu, People’s Republic of China

Tao Zhu

Roles Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, Jiangsu Administration Institute, Nanjing, Jiangsu, People’s Republic of China

Boyuan Tang

Roles Software, Visualization

Affiliation Department of Economics, Jiangsu Administration Institute, Nanjing, Jiangsu, People’s Republic of China

Competing Interests

The authors have declared that no competing interests exist.